California law now bars “the AI acted on its own” as a defense. AICtrlNet’s answer: the “person of record” as a software feature, MIT-licensed at the core.

NAPERVILLE, Ill., Aug. 6, 2026 /PRNewswire/ — The question of who pays when an AI agent misbehaves stopped being hypothetical this year. California’s AB 316 bars companies that developed, modified, or used an AI system from arguing it acted autonomously. The European Union’s revised Product Liability Directive treats firms that modify or brand an AI system as its manufacturer. And insurers, using Verisk’s generative-AI exclusion forms, are writing AI incidents out of general-liability renewals. As NYU’s Haran Segram wrote in The Wall Street Journal this week, the exposure “sits on nobody’s books.”

Bodaty LLC’s answer has been in production since June: AICtrlNet, the open source platform for Governed AI Orchestration. Every consequential action an AI takes through AICtrlNet — a customer email, an invoice, a payment instruction — can be gated behind a named person’s approval, and every approval lands in a timestamped, tamper-evident audit record. The person of record is not a contract clause in AICtrlNet; it is how the software runs. The platform never moves money on its own.

“The 1979 IBM training rule said a computer must never make a management decision, because it can never be held accountable,” said Bobby Koritala, Bodaty’s founder and CEO, previously chief product officer at Infogix (acquired by Precisely), whose data-integrity products served many of the country’s largest banks and insurers. “That rule is becoming case law and insurance policy. Businesses don’t need braver AI. They need to answer ‘who approved that?’ in one query. We built software that makes that the default.”

AICtrlNet deploys anywhere — sovereign, air-gapped, or managed cloud — and is model-independent (Claude, OpenAI, Gemini, local open-weight runtimes). The MIT-licensed Community Edition is freely available at github.com/bodaty/aictrlnet-community; Business and Enterprise tiers are commercially available. HitLai, Bodaty’s small-business product, brings the same governance to SMB operations: AI does the work, your team approves what matters.

About Bodaty LLC: Bodaty is the holding company for AICtrlNet (aictrlnet.com), HitLai (hitlai.net), and the HitLai Institute, which hosts a one-day workshop September 23 in Naperville. “Governed AI Orchestration” is a trademark of Bodaty LLC.

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SOURCE Bodaty LLC

Video plus TurboCheck integration adds another layer of fraud detection to Covenant HR’s AI-powered recruiting platform.

HOLMES BEACH, Fla., Aug. 6, 2026 /PRNewswire/ — Artificial intelligence is transforming recruiting faster than most organizations can adapt. While AI is helping employers identify talent more efficiently, it is also making candidate fraud increasingly sophisticated, from AI-generated resumes and interview coaching to identity misrepresentation and impersonation. According to Gartner, one in four candidate profiles worldwide is expected to be fake by 2028, underscoring the growing need for technologies that help organizations verify candidate identity throughout the hiring process. Candidate fraud is no longer a theoretical concern but an issue recruiters are encountering in today’s hiring environment. 

To help organizations address this growing challenge, Covenant HR announced the integration of TurboCheck’s digital identity verification technology into Scout™, its AI-powered recruiting platform. The new capability adds another layer of fraud detection, enabling recruiters to verify candidate identities alongside Scout™’s existing candidate evaluation and video interview fraud detection

Hiring leaders can learn more about Scout™ and its integrated fraud detection and identity verification capabilities through Covenant HR.

The TurboCheck integration allows recruiters to initiate digital identity verification directly within Scout™, eliminating the need to move between multiple platforms. Recruiters determine when verification is appropriate, allowing organizations to focus additional screening on finalists while maintaining hiring efficiency.

Scout™ Fraud Detection and Identity Verification at a Glance

Processed more than 155,000 resumesCompleted more than 23,000 structured video interviewsIdentified fraud alerts in more than 6% of structured video interviewsTurboCheck digital identity verification initiated directly within Scout™Verification reports typically returned within five minutes

“Every day we’re seeing new examples of how AI is changing the recruiting landscape,” said Casey Marquette, CEO of Covenant HR. “Candidate fraud isn’t a future concern. It’s happening today. Can you imagine hiring the next North Korean state bad actor? What impact would that have on your organization? As we developed Scout™, we made building multiple layers of fraud detection a priority because we see firsthand how quickly these risks are evolving. Integrating TurboCheck directly into the platform means recruiters don’t have to jump between systems to verify candidates. The easier these tools are to use, the more consistently organizations will use them to help make better hiring decisions.”

The integration complements Scout™’s existing fraud detection technology, which continuously analyzes candidate behavior during structured video interviews to identify suspicious activity that may warrant additional review. Recruiters receive actionable alerts and supporting insights that help them evaluate candidate authenticity while maintaining a streamlined hiring experience. Scout™ maintains separate candidate qualification and fraud assessment scores, allowing hiring teams to independently evaluate both job fit and potential authenticity concerns when making hiring decisions.

“The question isn’t whether candidate fraud exists anymore. Recruiters see it every day,” said Emmanuel Toutain, CEO of TurboCheck. “The real challenge is giving hiring teams practical tools that help them identify risk without slowing down the hiring process. Bringing identity verification directly into the recruiting workflow helps organizations hire with greater confidence while maintaining speed.”

The announcement comes as organizations continue evaluating how advances in artificial intelligence are reshaping every stage of the hiring process. While many recruiting technologies have focused on automating candidate engagement and screening, Covenant HR believes maintaining trust throughout the hiring process is becoming equally important.

Scout™ supports that approach by bringing resume evaluation, structured video interviewing, fraud detection, recruiter insights, and integrated identity verification into a connected recruiting workflow. Recruiters can evaluate candidate qualifications and potential authenticity concerns, then selectively initiate identity verification for candidates who advance through the screening process.

“As AI continues to reshape recruiting, organizations need technology that not only helps them hire faster but helps them hire with confidence,” Marquette added. “Scout™ was built to combine the speed of AI with the insight of experienced recruiters. Adding integrated identity verification is another step toward giving hiring teams the confidence they need to make better hiring decisions in an increasingly complex hiring environment.”

About Covenant HR

Covenant HR is a technology-enabled recruiting firm that combines artificial intelligence with human expertise to help organizations identify, evaluate, and hire exceptional talent. Its flagship platform, Scout™, leverages AI-powered candidate screening, structured video interviewing, fraud detection, and recruiter insights to streamline hiring while helping employers make more informed hiring decisions.

For more information, visit www.Covenant-HR.com.

About TurboCheck

TurboCheck provides identity verification and candidate fraud detection technology for the recruiting industry. Its platform helps employers and staffing firms identify identity misrepresentation, impersonation, and other potential fraud risks throughout the hiring process. 

For more information, visit www.turbocheck.com.

Media Contact:
Angie Yasulitis
angiey@yazogroup.com

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SOURCE Covenant HR

Deploy real-time inference on-site with Winmate Edge AI Panel PCs and WNAI-E800 Series GPU-ready Box PCs—built for industrial connectivity, rugged performance, and AI-driven operations.

TAIPEI, Aug. 6, 2026 /PRNewswire/ — AI workloads no longer have to rely on the cloud alone. In industrial environments, milliseconds matter. By moving inference closer to machines, sensors, and operators, Winmate introduced Winmate Edge AI computing solutions to help reduce latency  improve uptime, and enable real-time decision-making for machine vision, automation, robotics, logistics, and smart factory operations.

As manufacturers accelerate digital transformation, edge AI is becoming essential for applications that require instant data processing, stable local operation, and reduced dependency on network connectivity. Winmate supports this shift with two proven deployment paths for industrial AI:

Edge AI Panel PC — GP Series: AI computing and HMI visualization in one industrial front-end system.Edge AI Box PC — WNAI-E800 Series: centralized edge inference with GPU-ready expansion and industrial connectivity.

Edge AI Panel PC — GP Series (19″–32″)

Put AI where operators and machines meet.

Winmate GP Series Edge AI Panel PCs combine large-format visualization, industrial-grade computing, and rugged design in one integrated platform. Designed for machine-side deployment, the GP Series is ideal for AI-enabled HMI dashboards, machine vision control, production monitoring, smart factory command stations, and real-time operator interaction.

Powered by Intel® 12th / 14th Gen Alder Lake S / Raptor Lake S processors, the GP Series provides scalable computing performance for demanding industrial workloads while supporting flexible deployment across factory floors, production lines, automation cells, and equipment control systems.

 GP Series Edge AI Panel PC Models

R19IAD7T-GPM1 — 19″ Edge AI Panel PCW22IAD7T-GPA3 — 21.5″ Edge AI Panel PCW24IAD7T-GPA2 — 24″ Edge AI Panel PCW27IAD7T-GPA1 — 27″ Edge AI Panel PCW32IAD7T-GPA3 — 32″ Edge AI Panel PC

GPU-Ready Options for AI Acceleration

For AI workloads that require graphics acceleration, selected GP Series models support NVIDIA GPU configuration options. GPU availability may vary by model size, thermal design, system configuration, and project requirements. Customers can work with Winmate’s team to select the appropriate CPU, GPU, memory, storage, mounting, and I/O configuration based on the target workload.

Edge AI Box PC — WNAI-E800 Series

When centralized performance is required for edge inference, Winmate WNAI-E800 Series GPU-ready Box PCs deliver powerful computing in a compact industrial platform.

The WNAI-E800 Series is designed for vision servers, AI gateways, automation controllers, industrial inspection systems, robotics applications, and multi-camera edge AI deployments. With support for high-performance Intel® Core™ processors and NVIDIA GPU options, the system enables real-time inference close to the data source while reducing latency and improving operational reliability.

WNAI-E800L

AC Input GPU-Ready Edge AI Box PC

The WNAI-E800L is designed for industrial environments where AC power is available and high-performance GPU acceleration is required. It provides strong computing performance, flexible I/O, and GPU-ready expansion for demanding edge AI applications.

WNAI-E800S

DC Input GPU-Ready Edge AI Box PC

The WNAI-E800S is designed for DC-powered environments such as vehicle-based applications, field deployments, robotics, and distributed industrial sites. Its wide-range DC input makes it suitable for edge AI installations where flexible power integration is required.

Ready to Deploy Edge AI?

Winmate can help you select the right Panel PC, Box PC, GPU configuration, I/O design, and deployment architecture based on your application requirements.

Contact your Winmate sales representative for specifications, configuration options, and project support. For more information about Winmate’s Edge AI Series, please contact our team or visit our website.

Media Contact:
Ivy Liu
ivy_liu@winmate.com.tw

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SOURCE Winmate