AI Release Readiness for Enterprise AI
Deploy AI with evidence, not assumptions.
Evaluate AI agents, copilots, RAG applications, and enterprise AI systems across Capability, Containment, and Governance before production deployment.
See Meriqo in Action
Explore an interactive demonstration of Meriqo's AI Agent Release Governance capabilities and see how evaluations, findings, and release decisions can be operationalized.
Built for Modern AI Systems
Meriqo helps enterprises evaluate and govern:
Moving Beyond Model Scores
Traditional AI benchmarks measure performance in isolated tests.
Enterprise deployment requires understanding how systems behave in real-world environments, operate within defined boundaries, and comply with organizational policies.
Meriqo evaluates readiness across the dimensions that matter most before production deployment.
Capability. Containment. Governance.
A structured approach to evaluating AI systems across three critical dimensions:
Capability
Can the system reliably perform its intended function?
Containment
Does it operate safely within defined boundaries?
Governance
Does it comply with policies and regulations?
Together, these dimensions provide a complete view of AI readiness.
A Structured Path to AI Readiness
Agree on what the system must do, the risks that matter, and the policies it must satisfy.
Measure whether the system reliably performs its intended tasks.
Verify the system operates within defined boundaries and acceptable risk thresholds.
Check compliance with organizational, regulatory, and business requirements.
Produce structured findings, risk assessments, and supporting evidence.
Deliver the readiness picture stakeholders need to decide on production release.
Actionable Evaluation Results
Organizations receive:
Built by Enterprise Engineering and Security Leaders
Built by enterprise engineering and security leaders with experience in Microsoft, healthcare AI, cloud platforms, security, compliance, site reliability engineering, and platform engineering.
We have spent our careers helping organizations operate mission-critical systems with confidence.
Ready to Establish Trust in AI?
Whether you are building AI agents, copilots, RAG applications, or enterprise AI platforms, Meriqo helps you understand readiness before deployment.