From readiness assessment to runtime governance implementation, MeaningStack services help engineering, legal, and operations confidently approve AI agent deployment. Services can stand alone — and they also accelerate successful platform rollouts.
Focused on deployment readiness, auditability, and runtime control
Concrete artifacts and evidence that unblock legal, risk, and operations sign-off.
Define oversight roles, intervention points, and control requirements that scale.
Operational controls and audit trails aligned to real system behavior.
Most teams can build agents. The hard part is deploying them safely in production. This path turns pilot success into operational confidence.
Identify governance gaps, deployment risks, and regulatory exposure.
Align teams on governance design, oversight workflows, and readiness criteria.
Deploy runtime governance: audit trails, policy enforcement, and intervention controls.
Ongoing advisory to keep deployments compliant as agents scale and evolve.
Engagements that produce the governance artifacts and runtime controls stakeholders need to approve production deployment.
Interactive workshop that walks your team through governance readiness assessment, identifies critical gaps, and creates a prioritized 30-day action plan.
Comprehensive workshop to map your AI systems to EU AI Act requirements, identify high-risk classifications, and create a compliance implementation roadmap.
Comprehensive assessment of your AI systems, governance practices, and regulatory exposure with detailed recommendations and implementation priorities.
Real-time audit of autonomous AI systems in production. MeaningStack is deployed alongside your AI systems to assess decisions, capture oversight signals, and identify intervention points — producing defensible audit trails of actual system behavior.
End-to-end implementation support to design, deploy, and operationalize your governance framework with platform integration and team training.
Continuous governance advisory for teams with deployed systems. Quarterly reviews, regulatory updates, incident support, and board reporting assistance.
Quickly match your situation to the right engagement — from planning to production operations.
Services help you become deployment-ready. The platform provides runtime governance controls at scale. Most customers use both.
Agents work in pilots, but production approval is blocked by uncertainty, evidence gaps, or unclear oversight responsibilities.
You need decision accountability, runtime controls, and defensible audit trails across production workflows.
You want to move fast: define oversight requirements, implement them in MeaningStack, and produce audit-ready proof for stakeholders.
Whether you need a readiness assessment, a runtime audit, or implementation support, we’ll help you ship with confidence you can monitor and intervene.
Built for engineering, legal, and operations teams deploying agentic AI in real workflows.
Request a Technical Consultation