Links are not yet activated.
To activate, add a link back to submitpr.org from your website and contact @jaycosta on Telegram,
or pay via Solana (from $19.95) for instant activation.
CARLSBAD, Calif., Sept. 23, 2026 — Ment Tech Labs today detailed its operational approach to AI governance consulting, helping enterprises establish practical controls around the artificial intelligence systems their teams develop, purchase and use.As AI moves into customer service, finance, healthcare, internal operations and other sensitive workflows, organizations need more than a written policy. They must know who owns each system, what data it can access, when an employee must review its output and how decisions will be documented.
Ment Tech Labs approaches governance as an operating discipline rather than a one-time compliance exercise. Its AI governance consulting services begin with an inventory of the AI systems already in use, including internally developed applications, third-party models, APIs, automated workflows and generative AI tools.
Each system can then be classified according to its purpose, data sensitivity, business impact and potential risk. This gives technology, legal, security and compliance teams a shared view of where stronger controls are needed.
The company’s governance capabilities cover six operational areas: AI system inventory and classification, third-party AI governance, policy enforcement, incident management, audit evidence and model change control.
“AI governance works best when it becomes part of the way a system is designed, approved and operated,” said Ujjwal Sahay, Founder of Ment Tech Labs. “The goal is to give teams clear boundaries and accountability without turning every AI decision into a slow administrative process.”
Ment Tech Labs follows a six-step implementation process. The work begins by assigning ownership for AI decisions, approvals and escalations. Policies are then translated into specific rules for data usage, model access, documentation and system management.
Risk controls are incorporated into development, deployment and change-management processes. Governance requirements are also connected with existing workflows so that reviews and approvals happen at the appropriate stage rather than after a system has already reached production.
Human oversight remains an important part of the framework. Organizations define which AI-generated outputs can proceed automatically and which actions require review, approval or intervention from an authorized employee.
The final step establishes ongoing monitoring and change controls. This helps governance programs remain relevant as models, vendors, regulations and business processes evolve.
Depending on an organization’s industry, location and risk profile, the AI governance consulting process may consider established guidance such as the NIST AI Risk Management Framework, ISO/IEC 42001 and applicable regulatory requirements.
Generative AI systems and AI agents require particular attention because they may access company information, use external tools or take actions across connected business systems. Ment Tech Labs helps organizations define data permissions, acceptable-use rules, human approval points, activity logging and escalation procedures for these environments.
The approach is intended to help enterprises maintain traceability without separating governance from everyday product development. Approval records, access controls, version histories, incident reports and monitoring data can be incorporated into normal operational workflows.
Organizations evaluating their existing AI controls or preparing to deploy new AI systems can learn more about Ment Tech Labs’ AI governance consulting services at:
https://www.ment.tech/ai-governance-consulting-services/
About Ment Tech Labs
Ment Tech Labs is a global AI and software product engineering company that helps organizations plan, develop, integrate and govern enterprise technology systems. Its services cover artificial intelligence, AI agents, enterprise software, blockchain and digital asset infrastructure.
Media Contact
Ment Tech Labs
Email: Contact@ment.tech
Phone: +91-74798-66444
Website: https://www.ment.tech/