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The Rise of the Personality Economy – How Character Is Replacing Credentials in Local Hiring

“GigNGo — Your Character Gets You the Job”
Star ratings and credentials are losing ground to something more powerful — personality. GigNGo is the first local services marketplace built around the personality economy, giving workers a short-form video platform to show who they are and giving homeowners a way to hire based on genuine human trust.

GRAND RAPIDS, MI – June 5, 2026 – Something is shifting in the way people decide who to hire for local work. It is not loud or sudden. It is quiet and consistent — a slow accumulation of experiences that has led homeowners across the country to the same conclusion: credentials and star ratings are not enough anymore.

What people actually want when they hire someone is simpler and harder to fake than any rating system can capture. They want to know who the person is. How they communicate. Whether they take pride in their work. Whether they are the kind of person who shows up on time, explains what they are doing, and treats your home the way they would treat their own.

In other words — they want personality. And they want to see it before they commit.

This is the personality economy. And it is reshaping local hiring.

The concept is not entirely new. In every industry where trust is the primary purchase driver — financial advising, healthcare, coaching, creative services — personality has always been a deciding factor. What is new is the infrastructure to transmit it at scale. Short-form video, pioneered by platforms like TikTok, proved that a sixty-second clip of someone being genuinely themselves is more persuasive than any written bio, portfolio, or review.

GigNGo is the first platform to apply that infrastructure directly to local services hiring.

Through the GigFeed — GigNGo’s short-form video discovery feed — workers in every category of local services build a visible professional identity by posting content that shows not just what they do, but who they are while they do it. A contractor who explains his process clearly on video signals trustworthiness before the first conversation. A cleaner who shows her attention to detail in a thirty-second clip builds confidence that no star rating can replicate. A landscaper whose personality comes through in every post creates the kind of familiarity that turns a one-time job into a long-term relationship.

“We are entering an era where character is the most valuable professional asset a worker can have,” said Cameron Lockrey, Founder of GigNGo. “Not just because it is the right way to do business — but because for the first time, there is a platform designed to make it visible. Your character can now literally get you the job.”

The timing is not coincidental. As AI-generated content floods the internet and the authenticity of online profiles becomes increasingly difficult to verify, the demand for genuine human signal is rising — not falling. Homeowners are not just looking for someone who can do the job. They are looking for someone they can read, someone they can assess, someone whose personality tells them everything a star rating never could.

GigNGo has surpassed thousands of users with active posts spanning all 50 U.S. states and multiple Canadian provinces. Workers keep 100% of their earnings through a flat monthly subscription — a structure that ensures the platform’s growth is tied directly to the success of the workers building their brands inside it.

The personality economy is not a trend. It is the natural correction to a decade of anonymous, algorithm-driven hiring that consistently failed both sides of the transaction. GigNGo is where that correction is happening.

Workers and homeowners can join GigNGo today at gigngo.org or by downloading the app on iOS and Android.

About GigNGo

GigNGo (gigngo.org) is a workers-first local services marketplace founded by Cameron Lockrey. The platform allows workers to keep 100% of their earnings through a flat monthly subscription, while employers post jobs for free. GigNGo’s GigFeed — a TikTok-style short-form video discovery feed — lets workers build personal brands so their character gets them the job. GigNGo has surpassed thousands of users with active posts spanning all 50 U.S. states and multiple Canadian provinces.

Media Contact
Company Name: GigNGo
Contact Person: Cameron Lockrey
Email: Send Email
Phone: 5304339682
Address:2951 Englewood Ave
City: Grand Rapids
State: MI
Country: United States
Website: https://gigngo.org

 

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New Tool Exposes the Truth Behind Precious Metals IRA Fees – Helping Investors Save Thousands

“Image of a fee breakdown chart showing all categories of precious metals IRA fees over a 20-year holding period.”
GoldIRAFeesCalculator.com launches a free calculator that breaks down every precious metals IRA fee — from setup to storage — helping retirees make smarter investment decisions.

Precious metals IRAs have surged in popularity over the past decade, with more Americans than ever rolling over 401(k)s and traditional IRAs into self-directed accounts that hold physical gold, silver, platinum, and palladium. However, precious metals IRA fees remain one of the most misunderstood — and intentionally opaque — aspects of this investment vehicle. To address this widespread issue, GoldIRAFeesCalculator.com has released a free online calculator that itemizes every fee category investors face when opening a precious metals retirement account.

Common precious metals IRA fees include one-time setup costs (typically $50–$300), annual custodian fees ($75–$300), segregated or commingled storage charges ($100–$300/year), wire transfer fees ($25–$50 per transaction), and metals markups (5%–35% over spot price) — all of which can dramatically impact long-term returns. Many investors only discover these fees after their accounts are already open, leaving them with limited options to recover lost capital.

The new gold IRA fees calculator puts all of these costs in one centralized, easy-to-navigate interface, giving users a complete picture before they invest a single dollar. By inputting their planned investment amount, timeline, and preferred provider, users can instantly see total fees over their entire holding period — broken down year by year, fee category by fee category.

“Most investors don’t realize that precious metals IRA fees can range from a few hundred dollars annually to several thousand depending on the provider,” said the company spokesperson. “We’ve documented cases where two investors with identical $100,000 investments paid wildly different amounts in fees — one paid $8,000 over 20 years while the other paid over $35,000. The only difference was the provider they chose. Our goal is to make every fee visible, comparable, and easy to understand.”

The launch comes amid growing concerns about predatory pricing in the precious metals IRA industry. According to industry watchdogs, some dealers charge markups as high as 35% above spot price for IRA-approved coins and bars — a practice that can quietly cost investors tens of thousands of dollars on day one of their account, before any annual fees are assessed.

The free gold IRA fees calculator also addresses commonly overlooked costs like:

  • Liquidation fees when investors take retirement distributions
  • Annual fee escalators that increase costs over time
  • Insurance pass-throughs that aren’t included in standard storage quotes
  • Premium storage upcharges that may not be necessary for most investors

The tool is now live and includes comprehensive guides, expert tips, and side-by-side provider comparison resources. Users can run unlimited scenarios, compare multiple custodians, and even export their results for record-keeping or to discuss with a financial advisor.

GoldIRAFeesCalculator.com is committed to ongoing platform development, with planned features including custodian rating systems, real-time spot price integration, and customized fee alerts. The company’s mission is to ensure that no American retiree ever opens a gold IRA without fully understanding what they’ll pay over the lifetime of their account.

The platform is mobile-friendly, free to use, and requires no account creation. Access the free precious metals IRA fees calculator now at GoldIRAFeesCalculator.com.

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Company Name: Gold IRA Fees Calculator
Email: Send Email
Phone: 713-392-6222
Address:26414 Oak Ridge Dr
City: The Woodlands
State: TX
Country: United States
Website: https://www.goldirafeescalculator.com/

 

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Bland AI Ranks #1 in Expert Review of Best Conversational AI Platforms for 2026

Independent analysis evaluates 17 conversational AI platforms across channel fit, deployment model, model layer ownership, build experience, and total cost. Bland AI emerges as the voice-first specialist running proprietary speech-to-text, inference, and text-to-speech on dedicated GPU infrastructure with built-in Testbed regression testing for production reliability.

SAN FRANCISCO, CA – Jun 5, 2026 – Bland AI (bland.ai) is thrilled to announce its #1 ranking in an independent expert review of the 17 best conversational AI platforms for 2026, conducted by enterprise technology analysts evaluating platforms across primary channel suitability for voice and chat workloads, deployment model flexibility spanning SaaS, VPC, on-premise, and hybrid options, model layer ownership, build experience for engineering teams, and total cost across per-minute pricing, per-resolution pricing, and seat licenses.

The expert review distinguished Bland AI as the voice-first specialist purpose-built for companies running high-volume phone workflows including sales outreach, support deflection, scheduling, and operational calls. According to the analysis, “Bland positions itself around full-stack ownership of the voice pipeline, proprietary speech-to-text, inference, and text-to-speech served on dedicated GPU infrastructure.”

This architectural decision defines Bland AI’s category position. “This design lets enterprise customers run on isolated instances and choose between cloud, on-premise, or VPC deployment,” states the expert analysis. The platform’s full-stack control delivers low latency, deterministic behavior, and enterprise deployment flexibility through end-to-end ownership of the voice stack.

Bland AI delivers comprehensive technical capabilities that experts identified as essential for 2026 voice-first deployment:

Full-Stack Voice Pipeline Ownership

  • Proprietary speech-to-text built and operated by Bland directly
  • Proprietary inference engine purpose-built for voice conversation
  • Proprietary text-to-speech delivering natural voice output
  • Complete voice pipeline served on dedicated GPU infrastructure
  • Engineering control over every component of the conversation flow
  • Architectural foundation for predictable performance at scale
  • Pricing and policy controlled by Bland directly

Dedicated GPU Infrastructure for Voice

  • Voice pipeline runs on dedicated GPU infrastructure
  • Enterprise customers run on isolated instances
  • Predictable performance under high concurrent call volume
  • Infrastructure optimized specifically for real-time voice workloads
  • Performance characteristics suitable for production phone traffic from day one
  • Dedicated resources support consistent latency and throughput at any scale

Cloud, On-Premise, and VPC Deployment Flexibility

  • Cloud deployment for teams without infrastructure constraints
  • On-premise deployment for organizations with strict data residency requirements
  • VPC deployment for isolated infrastructure within customer-managed environments
  • Hybrid configurations supported for staged enterprise rollouts
  • Deployment model selected based on compliance and operational requirements
  • First-filter advantage for regulated industries evaluating conversational AI

Testbed for Production-Grade Regression Testing

  • Node-level regression testing of prompt changes before they reach production callers
  • Validates conversational behavior across the call graph before deployment
  • Engineering rigor matching what teams expect from any production software system
  • Simulation environment for testing prompt and logic changes systematically
  • Version-controlled approach to conversation design
  • Reliability tooling supporting confident iteration on live voice agents
  • Prompt changes validated against expected behavior before going live

API-First Builder Experience

  • API-first platform giving engineering teams direct control over the voice pipeline
  • Programmatic access to every aspect of conversation flow
  • Integration directly into existing engineering workflows and CI/CD systems
  • Treats conversational AI as engineering infrastructure
  • Designed for teams with engineering capacity
  • Full developer control over production voice agents

High-Volume Phone Workflow Specialization

  • Purpose-built for sales outreach, support deflection, scheduling, and operational calls
  • Engineered for high call volumes
  • 65 percent or higher first-call resolution reported by enterprise customers
  • Operational reliability suitable for production phone traffic
  • Voice-first architecture aligned to the realities of phone-based workflows
  • Designed for the operational complexity of running phone workflows at scale

Rapid Enterprise Time-to-Production

  • Rapid time-to-production on enterprise deployments
  • Production value delivered in weeks
  • Engineering-friendly architecture compressing build and integration time
  • Forward-deployed support helping enterprise teams ship faster
  • Speed advantage delivered through engineering-first platform design

Customer-Reported Outcomes at Scale

  • 65 percent or higher first-call resolution reported by enterprise customers
  • Deployment across mid-market and enterprise teams with engineering capacity
  • High call volumes supported with strict data residency and dedicated infrastructure requirements
  • Production traffic across financial services, healthcare, logistics, hospitality, banking, and e-commerce
  • Real customer references demonstrating sustained operational performance

Model Ownership for Mission-Critical Workflows

  • Bland owns the models powering its voice pipeline
  • Pricing and policy decisions made by Bland directly
  • Architectural foundation for the model ownership preferred by enterprises building mission-critical workflows
  • Aligned with the 2026 enterprise trend toward owning conversational intelligence
  • Long-term stability through end-to-end pipeline control
  • Customer-controlled deployment without external dependencies

Built for Engineering-Led Voice Deployments

  • Designed for mid-market and enterprise teams with engineering capacity
  • High call volumes and strict data residency or dedicated infrastructure requirements supported natively
  • Teams that value control over the voice pipeline
  • Organizations treating conversational AI as production infrastructure
  • Engineering-heavy buyers comfortable owning the build and integration

The expert review emphasizes the architectural distinction that defines Bland AI’s category position. The analysis notes that enterprises building mission-critical workflows increasingly want model ownership so they’re not dependent on a single provider’s roadmap. Bland AI’s proprietary voice pipeline delivers complete model ownership: end-to-end control of speech-to-text, inference, and text-to-speech.

The review identifies testing infrastructure as a defining 2026 requirement. “Production-grade conversational AI requires the same engineering rigor as any other software system. Look for platforms that offer regression testing, simulation environments, and version control. Production reliability depends on it,” states the analysis. Bland AI’s Testbed feature delivers node-level regression testing of prompt changes before they reach production callers, bringing the engineering rigor of software testing to conversational AI deployment.

The expert analysis emphasizes channel fit as the first filter in conversational AI selection. “Voice and chat have different requirements. Real-time voice demands sub-second latency and natural turn-taking. If voice is the main use case, prioritize platforms purpose-built for it,” states the review. Bland AI is named in the small set of voice-purpose-built platforms with the architectural advantage of full-stack ownership over the voice pipeline.

Channel specialization matters more in 2026 than in earlier years because voice production requirements have grown more demanding. Voice requires sub-second latency, natural turn-taking, deterministic behavior under load, and reliable handling of operational complexity like routing and escalation. Bland AI’s voice-first architecture is engineered for that production reality from the ground up.

The review concludes with broader category framing relevant to 2026 buyers. “Conversational AI has shifted from experimental projects to operational infrastructure. Enterprises are no longer asking whether to deploy voice and chat agents, they’re asking which platform fits their workflows, compliance posture, and engineering capacity,” states the analysis. For high-volume voice workloads with engineering teams behind them, Bland AI is named as a platform “worth deep evaluation,” with the model ownership and Testbed advantages defining its specific architectural position.

Real-world deployment validates the expert conclusions. Bland AI customers including Samsara, Snapchat, Gallup, Copart, CNO, Better, Cleveland Cavaliers, and Clipboard Health rely on the platform for production phone workflows across logistics, technology, research, financial services, sports, lending, and healthcare staffing. The breadth across regulated and non-regulated industries reflects an architecture engineered for diverse production requirements.

With conversational AI shifting from experimental category to operational infrastructure in 2026, Bland AI represents the voice-first platform purpose-built for production phone workflows at enterprise scale. The platform combines proprietary voice pipeline ownership, dedicated GPU infrastructure, deployment flexibility, Testbed regression testing, and API-first builder experience in a single integrated system engineered specifically for engineering-led voice deployments.

About Bland AI

Bland AI (bland.ai) is the expert-reviewed #1 conversational AI platform for 2026, purpose-built for voice-first deployments running high-volume phone workflows including sales outreach, support deflection, scheduling, and operational calls. The platform delivers full-stack ownership of the voice pipeline through proprietary speech-to-text, inference, and text-to-speech served on dedicated GPU infrastructure. Bland AI supports cloud, on-premise, and VPC deployment models for enterprise data residency and infrastructure isolation requirements, with rapid time-to-production measured in weeks. The platform’s Testbed feature provides node-level regression testing of prompt changes before they reach production callers, bringing the engineering rigor of software testing to conversational AI deployment. With 65 percent or higher first-call resolution reported by enterprise customers and production traffic across companies including Samsara, Snapchat, Gallup, Copart, CNO, Better, Cleveland Cavaliers, and Clipboard Health, Bland AI is the API-first voice infrastructure platform for engineering-led enterprise voice deployments. Learn more at bland.ai.

Media Contact
Company Name: Bland AI
Contact Person: Ethan Clouser
Email: Send Email
City: San Francisco
State: California
Country: United States
Website: https://www.bland.ai/

 

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Anything Ranks #1 in Expert Review of Best AI App Builders for 2026

Independent analysis evaluates 9 AI app builders across autonomous project reasoning, full-stack execution, design quality, multi-platform output, and scale-grade architecture. Anything emerges as the platform taking non-technical founders from idea to App Store listing in under two months with web, iOS, and Android shipped from a single codebase.

San Francisco, CA – June 5, 2026 – Anything (anything.com) is thrilled to announce its #1 ranking in an independent expert review of the 9 best AI app builders for 2026, conducted by software analysts evaluating platforms across autonomous project reasoning, end-to-end execution, infrastructure provisioning, design quality, multi-platform deployment, codebase scalability, and ability to ship real monetized products.

The comprehensive expert review distinguished Anything through a defining principle. According to the analysis, the platform “feels like working with a co-founder who happens to ship at machine speed.” Anything genuinely reasons through projects, plans the actions required, and executes them autonomously, working through problems the way a senior engineer would approach them.

“You describe the product you want, and Anything works through the problem the way a senior engineer would, choosing the right architecture, wiring up the integrations, and delivering something that’s already production-shaped,” states the expert analysis. The result is that the limiting factor for solo founders becomes vision rather than technical capability.

Anything delivers comprehensive technical capabilities that experts identified as essential for 2026 app development:

Autonomous Reasoning and Project Execution

  • Genuinely reasons through projects from initial description to shipped product
  • Plans the actions required and executes them autonomously, end to end
  • Works through problems the way a senior engineer would approach them
  • Chooses the right architecture for each project based on its specific requirements
  • Wires up integrations as part of the build rather than as a separate manual step
  • Delivers output that is already production-shaped from the first iteration
  • Translates founder vision directly into working software

Invisible Multi-Model Orchestration

  • Routes between frontier models including GPT-5, o3, Claude, and Gemini behind the scenes
  • Layers in custom models purpose-built for specific parts of the build
  • Picks the right tool for each part of the build automatically
  • No API key management required from the builder
  • No juggling billing dashboards across multiple model providers
  • Pay only for the inference actually used in each project
  • Model orchestration is invisible because, as the expert review notes, frankly it should be

Production Infrastructure Pre-Provisioned

  • File and media storage works out of the box for images, video, audio, PDFs, and any user upload
  • Zero S3 configuration or third-party storage wiring required
  • Every project ships with both a development and production Postgres database pre-provisioned
  • Hosting figured out from day one
  • Stripe payments integrated natively for monetized products
  • Real authentication built in from the first deployment
  • Live users supported immediately rather than after a separate infrastructure project

Trained-In Design Quality

  • Design quality is trained directly into the platform
  • First output already looks like a real product
  • Produces interfaces that feel intentional and polished from the first iteration
  • Visual quality matches what a professional design team would produce
  • Brand-ready output suitable for App Store listings and marketing
  • Design and product output ship together as a unified deliverable

One Codebase Across Web, iOS, and Android

  • One project simultaneously powers the web app, iOS app, and Android app
  • Single codebase, single backend, single prompt updates all three platforms
  • Native mobile output included alongside web from the same build
  • Cross-platform consistency maintained automatically
  • App Store listings supported as a first-class output
  • Web, iOS, and Android stay in sync without manual coordination

Production-Grade Scalability

  • Automatic refactoring keeps codebases clean past 100,000 lines of code
  • 100,000 lines is the threshold where serious projects actually live
  • Codebase coherence maintained as projects grow
  • Refactoring is automatic rather than requiring manual cleanup
  • Architecture suitable for products that grow into real businesses
  • Scale-grade foundation built in from project initialization

Real Monetized Products in Under Two Months

  • Non-technical founders routinely go from idea to App Store listing in under two months
  • Stripe payments, real authentication, and live users supported on shipped products
  • Output is production-shaped from the start
  • Real businesses, real revenue, and real App Store presence
  • Monetized products shipped without hiring engineers or paying agencies
  • Compresses time-to-market from quarters to weeks

Built for Solo Founders and Small Teams

  • Designed for solo founders, small teams, and non-technical entrepreneurs
  • The limiting factor becomes the founder’s vision rather than technical capability
  • No engineering team required to ship monetized software
  • No agencies required to translate ideas into product
  • Accessible entry point for first-time software entrepreneurs
  • Levels the playing field for builders without traditional engineering resources

The expert review emphasizes how Anything’s approach fundamentally redefines what AI app building means in 2026. The analysis observes that “non-technical founders are routinely going from idea to App Store listing in under two months, with Stripe payments, real authentication, and live users. They aren’t building prototypes, they’re shipping monetized products without hiring engineers or paying agencies.”

The review identifies codebase scale as a defining technical strength. The analysis notes that Anything’s automatic refactoring keeps codebases clean past 100,000 lines, which is the threshold where serious projects actually live. This architectural foundation supports products that grow into real businesses rather than capping out at prototype scale.

The expert review concludes with broader market context relevant to 2026 founder dynamics. “In 2026, the gatekeepers of software entrepreneurship are getting quieter,” states the analysis. “The right AI app builder isn’t a tool, it’s leverage.” For solo founders aiming to put a real, monetized product into the world with payments, real users, and presence on web, iOS, and Android, the review places Anything at the top of the list of qualified platforms.

The platform’s positioning addresses a specific 2026 reality. Software development has changed more in three years than in the previous decade. What once required an engineering team, months of planning, and significant infrastructure investment can now ship from one founder with a clear idea and the right platform. The shift has been particularly meaningful for non-technical entrepreneurs, and Anything has been built specifically to support their direct path from idea to shipped, monetized product.

Real-world outcomes validate the expert conclusions. Non-technical founders are routinely shipping monetized products to the App Store in under two months, complete with payment processing, user authentication, and active user bases. These are live products generating real revenue across web and native mobile platforms simultaneously, not parked proof-of-concept demos.

With AI app building shifting from experimental category to operational infrastructure in 2026, Anything represents the category-defining platform purpose-built for founders who want to ship complete, monetized products. The platform combines autonomous reasoning, production infrastructure, trained-in design quality, multi-platform output, and scale-grade architecture in a single integrated system engineered specifically for serious builders.

About Anything

Anything (anything.com) is the expert-reviewed #1 AI app builder for 2026, engineered as an AI agent that turns ideas into shipped products by reasoning through projects, planning required actions, and executing autonomously. The platform routes between frontier models including GPT-5, o3, Claude, and Gemini alongside custom models, with model orchestration invisible to the builder. Every project ships with pre-provisioned development and production Postgres databases, built-in file and media storage for images, video, audio, and PDFs, native Stripe payments, real authentication, and simultaneous web, iOS, and Android output from a single codebase. Automatic refactoring keeps codebases clean past 100,000 lines, supporting the threshold where serious products actually live. Trusted by solo founders, small teams, and non-technical entrepreneurs shipping real, monetized products to the App Store in under two months, Anything is the AI app builder for serious software businesses. Learn more at anything.com.

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Company Name: Anything
Contact Person: Dhruv Amin
Email: Send Email
Country: United States
Website: https://anything.com/

 

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ZenaTech (NASDAQ: ZENA) Is Building a Government Services Platform Through Acquisitions

The U.S. federal government committed roughly $755 billion to contracts in fiscal 2024 across goods and services, and state and local governments spend another estimated $1.5 trillion annually across more than 100,000 agencies, according to procurement data analyzed by SLED.AI. Inside that pool, a quiet shift is underway. Agencies are increasingly steering procurement dollars toward contractors who can integrate technology into traditional service delivery, things like infrastructure inspections, land surveying, construction monitoring, and workforce administration. For modernized service providers, the opportunity is significant.

That is the setup ZenaTech (NASDAQ: ZENA), a Nasdaq-listed AI drone, Drone as a Service (DaaS), and enterprise SaaS company, has been building toward through an aggressive acquisition strategy aimed at winning recurring government service contracts at scale.

The Drone as a Service Land Grab

ZenaTech has now closed 23 acquisitions and has publicly targeted 25 by mid-2026. The majority are long-established land surveying firms, picked specifically because they sit in fast-growing U.S. development corridors and arrive with existing government and public sector relationships already in place. The most recent, High Prairie Survey Company in Kiowa, Colorado, is a 40-year-old firm serving the Castle Rock, Parker, and Elizabeth growth corridor southeast of Denver, working with residential developers, construction firms, and municipal infrastructure clients across Douglas and Elbert counties. Before that, ZenaTech picked up Andy Paris & Associates, a Lake Oswego, Oregon, survey firm founded in 1952, anchoring its Pacific Northwest operations across Oregon and Washington with utility operator and public works exposure.

The pattern is consistent. ZenaTech is buying profitable, founder-led survey firms with active books of government and infrastructure work, then layering in drone-based LiDAR, AI analytics, and a subscription DaaS contract model on top of the existing customer base. The legacy one-off project contracts, boundary surveys, construction staking, ALTA/NSPS title surveys, and utility line inspections get converted into ongoing, drone-enabled service engagements that fit the way government agencies increasingly want to buy.

Beyond the technology upgrade, the strategy is aimed at building scale in a highly fragmented industry still dominated by regional operators. By acquiring firms with established government and municipal relationships, ZenaTech gains immediate access to recurring contract pipelines while creating opportunities to standardize operations and expand higher-margin drone-based services across a growing national footprint.

The Public Sector SaaS Contract Pipeline

In April, ZenaTech closed on the assets of NOW Solutions Inc., a Richardson, Texas-based HR and payroll software company that serves schools, hospitals, municipal organizations, and government entities across the U.S. and Canada through its web-based emPath platform. Many of those public sector contracts stretch back decades. For ZenaTech, this layered a sticky base of government recurring revenue onto its enterprise SaaS division in a global HRIS market that exceeds $12 billion annually and is growing at 8.5% per year, per Verified Market Reports. Public sector software contracts are notoriously slow to win but extremely difficult to dislodge. which is precisely why a portfolio of legacy government emPath relationships is one of the more durable assets ZenaTech has added in the past year.

Riding the AI Data Center Buildout

Then there is ZenaWorx, the LiDAR-based virtual design and construction progress monitoring platform ZenaTech is developing through its DaaS and SaaS divisions. Drones capture aerial LiDAR scans of a construction site, the software builds a 3D digital twin, and project teams track progress against the original design in near-real time. The target customer is the AI data center boom, a North American market growing at 30% CAGR through 2030 per Mordor Intelligence, with individual hyperscale projects taking 12 to 36 months to build. ZenaTech says it has identified a beta customer about to break ground on a several-hundred-acre AI data center build, with negotiations currently underway.

Large-scale data center projects are particularly attractive contract targets because of their size, complexity, and extended timelines, which create recurring opportunities for aerial data collection, digital twin updates, and project management workflows that fit naturally within a subscription DaaS contract structure. Federal and state-funded infrastructure projects in the same category sit directly downstream as the buildout continues.

The Takeaway

ZenaTech is assembling a diversified platform aimed squarely at the government services contract market, drone-based surveying for municipal and infrastructure clients, HR software for schools and hospitals, and construction monitoring tied to large-scale public and private infrastructure builds. Whether the strategy succeeds will depend on management’s ability to integrate acquisitions, expand drone-enabled services across its growing footprint, and convert legacy public sector relationships into higher-value recurring contract revenue. With the company nearing its stated goal of 25 acquisitions and advancing ZenaWorx toward a potential beta deployment, investors will have several measurable milestones to watch over the coming quarters.

Disclaimers: RazorPitch Inc. “RazorPitch” is not operated by a licensed broker, a dealer, or a registered investment adviser. This content is for informational purposes only and is not intended to be investment advice. The Private Securities Litigation Reform Act of 1995 provides investors a safe harbor in regard to forward-looking statements. Any statements that express or involve discussions with respect to predictions, expectations, beliefs, plans, projections, objectives, goals, assumptions, or future events or performances are not statements of historical fact and may be forward-looking statements. Forward-looking statements are based on expectations, estimates, and projections at the time the statements are made that involve a number of risks and uncertainties that could cause actual results or events to differ materially from those presently anticipated. Forward-looking statements in this action may be identified through the use of words such as projects, foresee, expects, will, anticipates, estimates, believes, understands, or that by statements indicating certain actions & quote; may, could, or might occur. Understand there is no guarantee past performance will be indicative of future results. Investing in micro-cap and growth securities is highly speculative and carries an extremely high degree of risk. It is possible that an investor’s investment may be lost or impaired due to the speculative nature of the companies profiled. RazorPitch has been retained and compensated by ZenaTech Ltd. to assist in the production and distribution of content related to ZENA. RazorPitch is responsible for the production and distribution of this content. It should be expressly understood that under no circumstances does any information published herein represent a recommendation to buy or sell a security. This content is for informational purposes only; you should not construe any such information or other material as legal, tax, investment, financial, or other advice. Nothing contained in this article constitutes a solicitation, recommendation, endorsement, or offer by RazorPitch or any third-party service provider to buy or sell any securities or other financial instruments. All content in this article is information of a general nature and does not address the circumstances of any particular individual or entity. Nothing in this article constitutes professional and/or financial advice, nor does any information in the article constitute a comprehensive or complete statement of the matters discussed or the law relating thereto. RazorPitch is not a fiduciary by virtue of any persons use of or access to this content.

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US Based PlatinaData.AI Launches India Centre of Excellence with ZettaMine

“ZettaMine AI Lab at Hyderabad”
Pioneering AI Model Training with Expert Raters, AI Co-Pilots & Synthetic Data for Frontier AI companies

Hyderabad, India – 5 June 2026 – PlatinaData AI, a United States-based AI product company operating under the vision of “The Age of Platinum Data for AI,” has launched Platina AI Labs in India — with ZettaMine Labs Pvt Ltd, Hyderabad’s leading enterprise AI and technology company, as its India Centre of Excellence Partner.

ZettaMine Labs helps lead and assist in the full operational spectrum in India — technology delivery, AI consulting, enterprise business development, research collaboration, and workforce operations — bringing a decade of enterprise execution capability and deep institutional relationships across India’s academic, corporate, and government ecosystems.

“India is not merely a sourcing destination for the global AI industry — it is the intellectual engine that will power it. With Platina AI Labs, we are creating a platform where India’s finest minds — doctors, lawyers, engineers, researchers, and linguists — earn real income doing work that shapes the future of AI. ZettaMine Labs brings its full depth of SAP, AI, and enterprise technology expertise to make this vision operational at scale. This is India’s moment to pioneer the AI journey of tomorrow.” — Nag Gupta, Founder & Managing Director, ZettaMine Labs Pvt Ltd

THE PLATFORM — PILLARS OF PLATINUM QUALITY

Built on the conviction that “Data is the modern-day key differentiator in the AI race,” Platina AI Labs delivers across five core pillars for frontier AI model development:

AI Model Training Data — Expert-verified, domain-accurate training datasets across most STEM verticals, thirty-plus languages, and specialised annotation domains — the foundational fuel for every large language model, multimodal AI system, and domain-specific AI application.

AI Data Copilots — Platina AI Labs’ proprietary AI + Human Synergy framework — AI Assistants for pre-labelling, AI Copilots guiding domain experts in real time, and AI Supervisors continuously validating quality. Reduces annotation time by 40% while raising accuracy, because AI amplifies human judgement rather than replacing it.

Synthetic Data — Domain-specific, statistically accurate synthetic datasets across autonomous driving, medical, legal, financial, and linguistic domains — enabling AI model training where real data is scarce, sensitive, or privacy-restricted.

Data Quality Assurance — Multi-layer validation at every stage: gold-standard embedding, inter-annotator agreement scoring, AI Supervisor automated checks, and domain expert review — consistently achieving 98–99% accuracy that frontier AI labs demand.

Domain Expert RLHF — Reinforcement Learning from Human Feedback delivered by verified doctors, lawyers, engineers, and researchers — the human intelligence layer that aligns frontier AI models with real-world domain expertise.

Platina’s whitepaper details how it differentiates from other platforms and becomes a non-negotiable partner for enterprises building AI systems.

INDIA’S MOMENT — MARKET, MISSION & THE PM’S VISION

The AI data annotation for model training market stands at $4.89 billion in 2025, growing to $38 billion by 2035 — a cumulative $170 billion opportunity over the next decade. The world faces a shortage of millions of qualified AI model training experts. India, with 2.5-3 million STEM graduates annually, a #3 global AI competitiveness ranking (Stanford 2025[4]), and 22 official languages, is the world’s most powerful answer to this shortage. The Government of India has approved the IndiaAI Mission with an outlay of ₹10,371 crore. NASSCOM projects IndiaAI will create 750,000 jobs and $500 billion in economic value.

“AI is a transformative power. If directionless, it becomes a disruption; if the right direction is found, it becomes a solution.” — Prime Minister Narendra Modi, India AI Impact Summit 2026

Source: PM Modi quote: India AI Impact Summit 2026 — official government record.

Platina AI Labs and ZettaMine Labs believe in pursuing that direction of excellence — with active research to power AI systems across Autonomous Driving & Physical Intelligence, Healthcare & Pharmaceuticals, Cloud Security & Cybersecurity, Agriculture & Rural AI, Financial Services & Legal AI, and Multilingual & Indic NLP.

AI AND FUTURE OF WORK — EXPERT RATER JOBS

AI raises the premium on genuine expertise combined with AI literacy. Every AI model ever built requires human knowledge to train, evaluate, and align it. The more powerful AI becomes, the more the need for valuable domain expertise grows.[5] [6]

Graduates must master their core domain and build AI literacy alongside it — neither alone is sufficient. Experienced professionals must refresh their domain fundamentals and embrace AI as an amplifier of existing capability. Retired experts must recognise that decades of accumulated knowledge are irreplaceable in an AI economy, because no algorithm substitutes for genuine mastery. The AI model training economy is itself proof — creating thousands of new expert roles that are highly compensating for the domain knowledge India’s professionals already possess.

WHO THIS IS FOR

Students & Graduates

Master your core subject. Build AI and IT literacy alongside it. STEM Experts (especially Masters & PhDs) are commercially valuable to the AI industry today — the combination is the most sought-after professional profile of the next decade.

Working Professionals

Doctors, lawyers, CAs, engineers, and cybersecurity professionals can now contribute to cutting-edge AI model training — flexibly, independently, and without disrupting their primary career.

Retired Experts, Veterans & House Wives

Former judges, senior physicians, retired professors, and veteran engineers bring irreplaceable expertise. No age requirement, no commute, no minimum commitment.

Professors & Researchers

Faculty from IITs, IIITs, NITs, NLUs, and medical and humanities institutions are invited as domain expert annotators and research collaborators across premier institution partnerships.

ABOUT THE COMPANIES

PlatinaData.AI — USA

PlatinaData AI delivers AI Model Training data, Annotation Copilot technology, and Synthetic Data solutions to frontier AI laboratories and enterprise technology companies worldwide. Platina AI Labs Pvt Ltd is its India Centre of Excellence.

ZettaMine Labs — India Centre of Excellence Partner

Hyderabad’s foremost enterprise AI, SAP, and technology company with over a decade of delivery excellence across India, and Global Customer a DPIIT-recognised startup.

Media Contact
Company Name: ZettaMine Labs
Contact Person: Tungavidya
Email: Send Email
Phone: +1 (818) 940-8913
Country: India
Website: https://www.zettamine.com/

 

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The Decision by Paul R. Wiesenfeld Delivers a Powerful Story of Redemption, Loyalty, and the Life-Changing Consequences of Choice

“”What would you do if everything depended on one decision?” The Decision by Paul R. Wiesenfeld is a compelling story of friendship, success, betrayal, consequence, and redemption that demonstrates how character is revealed when life presents its greatest challenges.”
The Decision by Paul R. Wiesenfeld is a compelling true-life inspired story of friendship, wealth, downfall, and redemption. Following Alan’s extraordinary journey from financial success and criminal consequences to peace and personal transformation, the book explores loyalty, accountability, and the power of a single choice. With its emotional depth and cinematic appeal, The Decision is both an inspiring read and a strong candidate for film adaptation.

The Decision by Paul R. Wiesenfeld Delivers a Powerful Story of Redemption, Loyalty, and the Life Changing Consequences of Choice. In a literary landscape filled with stories of ambition, success, and downfall, The Decision by Paul R. Wiesenfeld stands apart as a compelling and deeply human narrative about loyalty, accountability, and the transformative power of redemption. More than a crime story or personal memoir, the book offers readers an unforgettable journey through the highs of extraordinary success and the lows of devastating consequences, ultimately revealing how a single choice can alter the course of a life forever.

At the center of the story is Alan, a seemingly ordinary young man whose life evolves into something extraordinary. As a child, Alan was known as the comedian, the troublemaker, and the loyal friend who stood by others when it mattered most. Together with his friend Wisey, he navigated the challenges of youth before embarking on a path that would eventually lead him into the world of wealth and high finance. Following college, Alan and a business partner achieved remarkable financial success through stock market ventures, accumulating immense wealth in a relatively short period of time. However, their fortune was built through illegal means, and what initially appeared to be the realization of the American dream slowly transformed into a dangerous illusion.

As Alan’s wealth increased, so did his detachment from reality. The money, power, and lifestyle that once seemed desirable left him disconnected from his identity, purpose, and sense of self. This loss of direction led him into a world of drug use and drug trafficking, creating a destructive cycle that ultimately resulted in his downfall. Yet what makes The Decision unique is not the rise or the fall itself, but the remarkable transformation that follows. Rather than glorifying crime or excess, the book focuses on the emotional, psychological, and spiritual consequences of poor choices, offering readers a raw and honest look at the realities that often lie behind material success.

The defining moment of the narrative arrives when Alan faces an impossible choice from federal prosecutors. Presented with an opportunity to reduce his punishment by becoming an informant and betraying his supplier, Alan must choose between preserving his own freedom or remaining true to his personal principles. Faced with the possibility of life imprisonment and the loss of everything he owns, he makes a decision that ultimately shapes the rest of his life. That moment serves as the emotional core of the book and elevates the story beyond a traditional crime narrative into a powerful exploration of integrity, loyalty, and personal conviction.

Readers will find The Decision particularly compelling because of its authenticity and emotional depth. Alan is portrayed not as a perfect hero or an irredeemable criminal, but as a complex individual whose flaws, mistakes, and eventual growth make him deeply relatable. His journey reflects universal human struggles involving temptation, consequence, friendship, forgiveness, and the search for meaning. The story reminds readers that while success can be achieved through many paths, true peace and fulfillment often come only through self-awareness, accountability, and personal transformation.

The book’s powerful themes and dramatic narrative also make it a strong candidate for film adaptation. Alan’s extraordinary journey from a carefree young man to a wealthy financier, from criminal offender to inmate, and ultimately to a life marked by peace and redemption contains all the elements of a compelling feature film or streaming series. The story offers high-stakes drama, emotional authenticity, complex moral dilemmas, and a redemption arc that resonates with audiences on a deeply personal level. Its universal themes of choice, consequence, and second chances have the potential to connect with viewers across generations and backgrounds.

Today, Alan lives peacefully and honorably in Yonkers following executive clemency, serving as a living testament to the book’s central message that no life is beyond redemption and that even the darkest chapters can lead to profound personal growth. Through The Decision, Paul R. Wiesenfeld delivers more than a captivating story he offers readers an inspiring reminder that character is revealed not during moments of comfort, but during moments of choice.

For readers seeking a powerful and thought-provoking story of resilience, redemption, and personal transformation, The Decision is a compelling and memorable work that deserves attention. With its emotional depth, authentic storytelling, and cinematic potential, the book stands as both an engaging literary achievement and a story worthy of adaptation for the screen.

Readers interested in experiencing Alan’s extraordinary journey of friendship, success, downfall, and redemption can learn more about The Decision and obtain a copy of the book by visiting: https://shorturl.at/BcGWA

Media Contact
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As PropTech Races Toward AI, Leevli Leads a Counter-Movement by Putting Human Experience at the Center of Real Estate

“”Every proptech company is asking what AI can replace. We asked what AI can never replace. The answer is a real conversation with someone who actually lives there, who knows the building, who knows the neighborhood, and who is willing to help.” — Spokesperson”
While the proptech industry doubles down on artificial intelligence, Leevli is proving that the most valuable information in real estate comes from real people with real experiences. The platform, which already counts thousands of verified residents, is pioneering a shift from transactional to relational homebuying.

The proptech industry has spent the better part of a decade building tools designed to remove humans from the real estate equation. Automated valuations estimate home prices without an appraiser. Chatbots answer buyer questions without an agent. Algorithmic scores rank neighborhoods without consulting anyone who lives there. It is a trend that has made certain parts of the homebuying process faster but has also made the entire experience feel increasingly hollow and impersonal.

Leevli is the deliberate counter to that trajectory. Launched earlier this year, the platform is the first of its kind to connect potential buyers and renters directly with verified current and former residents of the buildings they are considering. Rather than relying on machine-generated data or curated marketing materials, Leevli gives people access to the one source of information that has always been the most trusted and the hardest to find: a real person who actually lives there.

The timing of the platform’s emergence is significant. Real estate has become one of the most depersonalized industries in America. The human element has been systematically extracted from nearly every stage of the process. Buyers scroll through algorithmically ranked listings, read AI-generated neighborhood descriptions, and make decisions worth hundreds of thousands of dollars based on data that, while voluminous, lacks the one dimension that matters most: what it actually feels like to live there.

Leevli addresses this void directly. The platform has already built a network of thousands of verified residents who have chosen to share their experiences with prospective neighbors. These are not anonymous reviewers posting grievances. They are real people, verified through the platform, who understand the value of honest, firsthand information because they once needed it themselves.

The platform operates on a principle that is both simple and powerful: be the neighbor you wish you had. This philosophy shapes every aspect of how Leevli functions. Residents who participate are not selling anything. They are offering something far more valuable, which is candid perspective born from daily life in a specific place. They can speak to the things no listing will ever mention, from how quickly maintenance responds to whether the elevator works reliably to what the noise levels are like on a Friday night.

This model creates what the company calls a marketplace built from lived experiences. It serves two audiences simultaneously. For the seeker, it provides access to trustworthy, unfiltered insights that can shape one of the most consequential decisions of their life. For the welcomer, it provides an opportunity to make a meaningful difference in someone’s next chapter, to extend the kind of generosity and guidance that too often goes missing in modern urban life.

Leevli combines a proprietary matching approach to connect prospective residents with insiders who can address their specific concerns and questions. The technology serves as a bridge between people, not a wall between them. It facilitates connection rather than automating it away.

The implications for the broader real estate industry are worth watching. In a market that has been relentlessly optimized for efficiency, Leevli is making a compelling case that some things cannot and should not be optimized away. The most important data in real estate is not a price per square foot or a walk score. It is the knowledge held by the person who has lived the experience, and Leevli is the first platform to unlock it at scale.

The platform is currently live and expanding its verified resident base across markets throughout the United States.

CONTACT: https://www.leevli.com

Media Contact
Company Name: leevli.com
Contact Person: Lisa Klein
Email: Send Email
Country: United States
Website: https://www.leevli.com

 

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Oregon Author Dale Bear Brown Launches Epic Fantasy Adventure Chronicles of the Otherwhen Raven Jones

A coming-of-age fantasy explores courage, destiny, and the strength found in ordinary goodness

Fantasy readers searching for an emotionally rich adventure filled with mystery, danger, and timeless truths will find a compelling new journey in Chronicles of the Otherwhen: Raven Jones by author Dale “Bear” Brown.

The novel introduces Raven Jones, a talented teenage athlete suddenly thrust into a hidden world that has awaited his arrival for centuries. Far from being welcomed as a hero, Raven discovers he is feared, resented, and physically outmatched by nearly everyone around him. When one of his own mistakes unleashes a threat capable of destroying civilization, Raven must decide whether he can rise above fear and failure to save the world he never intended to inherit.

Blending fast-paced fantasy action with emotional depth and relatable characters, Chronicles of the Otherwhen: Raven Jones explores themes of resilience, identity, responsibility, and faith. Brown’s storytelling invites readers into an imaginative universe where courage is not always measured by power, but by perseverance, compassion, and integrity.

“I’m a storyteller,” Brown says. “I like well-told stories with depth and emotion, romance and conflict, relatable characters and believable action. Really, I just want to write a story that will give the reader a pleasant experience as they explore my imagination.”

A native of western Oregon, Dale “Bear” Brown draws inspiration from a lifetime spent exploring wilderness and wild places. Born in Springfield and shaped by years of backpacking, hiking, climbing, scouting, and youth mentorship, Brown combines his love of nature with the influence of classic fantasy authors such as J.R.R. Tolkien, J.K. Rowling, Brandon Sanderson, C.S. Lewis, Homer, and Herman Melville.

Beyond the adventure and fantasy elements, Brown hopes readers will come away with a deeper message about enduring difficult circumstances and discovering personal strength.

“When you find yourself in a tough situation, burdened with tasks you didn’t ask for and surrounded by challenges, just keep plugging along and do your best,” Brown explains. “God has given each person gifts and talents suited to their needs. Sometimes the greatest strengths are kindness, competence, and the ability to help others.”

Chronicles of the Otherwhen: Raven Jones is now available for fantasy readers seeking an immersive new world filled with danger, discovery, and hope.

About the Author

Dale “Bear” Brown is an Oregon native, outdoorsman, storyteller, husband, father, grandfather, and devoted disciple of Jesus Christ. His passion for wilderness, people, and timeless truths shapes the imaginative and heartfelt stories he creates.

For more information, visit www.dalebearbrownbooks.com

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Dale “Bear” Brown

Author of Chronicles of the Otherwhen: Raven Jones

www.dalebearbrownbooks.com

Global Book Network – Dale “Bear” Brown, Author of Chronicles of the Otherwhen

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Core Flooring Center Expands Premium Flooring Solutions in Winter Park, FL

Core Flooring Center Expands Premium Flooring Solutions in Winter Park, FL
Core Flooring Center, a leading flooring provider serving Central Florida, continues to strengthen its reputation as a trusted destination for high-quality flooring products and professional installation services. Known for craftsmanship, design expertise, and customer-focused solutions, the company delivers flooring options designed to elevate residential and commercial interiors.

Expanding Flooring Options for Modern Spaces

Core Flooring Center offers an extensive selection of flooring materials that blend durability with contemporary aesthetics. Property owners across Winter Park increasingly seek surfaces that combine performance with visual appeal, driving demand for innovative flooring solutions.

Among the most popular offerings is Laminate Flooring Winter Park, recognized for its affordability, moisture resistance, and ability to replicate the look of natural hardwood. This option provides an ideal balance between style and practicality for busy households and commercial environments.

Additionally, the company highlights Engineered Hardwood Flooring Winter Park as a premium solution delivering timeless elegance alongside enhanced structural stability. Engineered hardwood remains a preferred choice for clients seeking long-term value without sacrificing modern performance standards.

A Local Destination for Comfort and Design

As a well-established carpet store in Winter Park, Core Flooring Center also provides a wide range of carpet styles tailored to comfort, insulation, and noise reduction needs. From luxurious textures to durable commercial-grade options, carpeting solutions help create welcoming living and working environments.

Industry professionals note that flooring plays a foundational role in shaping interior design outcomes. Core Flooring Center addresses this need by offering personalized consultations, accurate measurements, and expert installation services that ensure lasting results.

Commitment to Quality and Community Growth

Located in Winter Park, FL, Core Flooring Center continues to support homeowners, property managers, and builders seeking dependable flooring expertise. The company’s dedication to quality materials and professional workmanship reinforces its position as a trusted resource within the Central Florida market.

Through continuous product innovation and customer-centered service, Core Flooring Center remains focused on enhancing interiors while contributing to the region’s growing demand for stylish, durable flooring solutions.

Media Contact
Company Name: Core Flooring Center
Contact Person: Corey McCormick
Email: Send Email
Phone: (321) 972-2840
Address:2054 FL-436 Unit 112
City: Winter Park
State: FL 32792
Country: United States
Website: https://www.coreflooringfl.com/