MORING AICP · THE AI CONTROL PLANE
The Control Plane for Enterprise AI.
Every Agent. In Production. Under Your Control.
Moring AICP is the full-stack control plane your enterprise AI agents run on — composed from best-in-class components, customized to your use cases, and delivered as a bespoke solution in your cloud.

Built for regulated enterprises · Insurance · Fintech & Banks
Enterprise AI is stuck at the POC.
78% of the Fortune 500 use AI - but almost nothing reaches production, because building it, running it, and governing it are spread across three teams. Developers can’t get past the pilot; platform teams hand out parts that don’t fit together; and security won’t allow scaling until they can see what every agent is doing. Moring AICP brings all three into one control plane - so AI scales with governance on by default.
78%
of the Fortune 500 use AI in some form
31%
have a single agent in production
22%
orchestrate 3+ agents - the gap
5.1mo
median time-to-value today
The product · Moring AICP
One control plane. Every agent, governed.
AI-SDLC for coding and AI Ops for operations — plus business-specific agents for your core. All on one governed substrate, in your cloud. Oversight that lives outside the agent’s execution loop, across every vendor and domain.
Gateway, routing & cost. Per-team attribution and tier routing across every model provider.
RAG · MCP & context. Scoped tools and retrieval, governed at the substrate.
Observability & evals. Every agent action trace-keyed, measured, and audit-logged.
Security & identity. Agent inventory, scoped credentials, guardrails, SOC 2 audit lake.
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The solution · empower the core
You build the core. Moring provides the rest.
The only AI that matters is the AI your enterprise must build itself. Moring provides the platform and the supporting-function AI — so your SMEs build the core, with governance on by default. Build-level control, buy-level speed: you keep ownership of your core, in weeks not years.
Keep control
Build-level control over your core.
Nothing black-box, nothing you can’t audit. The AI that differentiates you stays yours, end to end.
Move at buy-speed
The platform is already built.
Control plane and supporting agents ship pre-built. You don’t re-platform — you compose on top.
Own the outcome
Your data, your cloud, your team.
Source, runbooks, and evals handed over at handoff. Weeks, not years — and no lock-in.
What runs on the control plane
Three surfaces. One governed substrate.
Start with the surface that carries your mandate — then expand across domains on the same platform.
AI-SDLC · Engineering
Governed agentic SDLC.
Cost observability, governed dev workflow, and failure drills — so Claude Code, Cursor, or your runtime ship governed and attributed.
Explore AI-DLCAI Ops · Operations
Autonomous ops brain.
Cross-tool correlation, topology-aware RCA, and human-approved self-healing above the observability stack you already run.
Explore AI-OpsBusiness agents · Your core
Workflows & blueprints.
Claims, research, underwriting — custom workflows built with your SMEs, on your data and your rules, on the same governed substrate.
Workflow & BlueprintsAnalyst validation · Forrester
The Agent Control Plane is now a market.
“Oversight must live outside the agent’s execution loop. Over the next 12–24 months this will solidify into a clearer market.” — Leslie Joseph, Principal Analyst, Forrester, Dec 2025. Forrester names five control-plane capabilities. Moring delivers all five.
Agent inventory & identity
Identity & Trust
Policies & guardrails
Guardrails & Safety
Monitoring & insights
First solution in production.
+ Evals
Control & coordination
Gateway
+ Routing
Risk, compliance & auditing
Audit lake
+ SOC 2
Book your AI Strategy Workshop
One hour with our AI architects. A reset strategy, a governed control plane, agents in production.
Tell us where you are - we’ll confirm your 1-hour workshop within one business day.