From scoped mission to production.
Trunnion turns a workflow into a governed run: agents composed under policy, routed to the right model, checked at every action, and approved by a person on the moves that matter.
Four phases, one governed run.
Each phase does one job, and each one is governed. Here is what happens between a scoped mission and a deployment in your environment.
Scope the mission
We map the workflow, the data, the policy, and the deployment target, from cloud to air-gap, and define what agents may and may not do.
Nothing gets wired until the boundaries are clear: what the agents may see, what they may do, and who signs off on the moves that matter.
Compose the agents
Declarative mission workflows orchestrate the agent team, the model router, and the tools, with ABAC and approval gates wired in from the start.
The LLM-agnostic router assigns each task to the right model, hosted or on-prem, while policy-based controls and layered tool authorization are designed to gate every action from the first run.
Prove and govern
We run the mission against real work with a human operator in command, and validate the audit trail, traces, and controls.
Consequential actions are designed to pause at an approval gate, and every step is designed to land in a reviewable execution record with full reasoning traces and replay.
Deploy and scale
Ship to your environment, connect your systems, and expand across missions and verticals on the same control plane.
The same control plane deploys to cloud, on-premise, or fully air-gapped environments, so adding missions and verticals does not mean re-platforming.
A person approves the moves that matter.
Agents propose; people decide. A consequential action pauses at an approval gate for a named operator to approve, edit, or reject, with the policy checks and the reasoning trace attached.
- Approval gates on consequential actions
- Policy-based controls and layered tool authorization, verified per release
- Reviewable traces scoped to the workflow and release
Send procurement package to the contracting officer
Agent: Reviewer · drafted from 3 source documents · 1 clause flagged for edit
- Retrieved sample solicitation records under an illustrative access scope.
- Drafted the package and checked required clauses.
- Flagged FAR 52.204-21 as missing and proposed the fix.
One core. Every product.
Trunnion uses a shared platform architecture behind its products and custom builds. Public materials describe general design objectives; implementation details are withheld pending intellectual-property clearance, and controls are verified for the exact release.
The platform is not sold or licensed standalone. You adopt a shipped product or commission a custom build on the platform, and the engine comes with it.
LLM-agnostic by design. Trunnion runs on Anthropic and OpenAI models today, routing each task to the model that fits the mission, compliance boundary, and cost profile.
No proprietary model is marketed as available. Any future model remains subject to training-data provenance, licensing, evaluation, security, and release review before public claims are made.
Eight layers, one governed stack.
Hover or tap a layer to see what it does. Every mission passes through all eight.
Mission Workflow Engine
Declarative composition of autonomous agent teams into repeatable, governed missions.
Model Router
LLM-agnostic routing across hosted and on-prem models by task, cost, and classification.
Policy & Governance
The architecture is designed to apply attribute-based access control and layered authorization to reads and actions; implementation evidence is release-specific.
Audit Fabric
Reviewable execution records are a design objective; integrity and replay behavior are verified for the exact release.
Human-in-the-Loop
Approval gates put a named operator in command of consequential moves.
Observability
Live traces, run history, cost, and outcome metrics across every agent and mission.
Tool & Integration Layer
Governed connectors to enterprise systems, data stores, and external APIs.
Deployment Plane
The same control plane runs in cloud, on-premise, and fully air-gapped environments.
Seven roles, coordinated by the core.
A mission is not one model in a loop. It is a team. Each role has a job, and the orchestrator keeps them on mission.
Orchestrator
Coordinates the agent team, sequences the mission workflow, and routes work to the right specialist.
Specialist
Deep domain expertise for the vertical: procurement clauses, shop-floor operations, listing markets.
Researcher
Gathers and grounds the mission in source material under scoped, policy-based read access.
Analyst
Evaluates data, surfaces anomalies, and quantifies options before anything moves.
Synthesizer
Composes findings into drafts, packages, and briefs ready for human review.
Validator
Checks outputs against policy, compliance rules, and required structure before handoff.
Executor
Carries out approved actions through release-specific tool-authorization controls.
8
platform layers under one governed stack, with a library of pre-built agent patterns
A run you can trust and deploy.
The same four things come out of every mission, whatever the vertical or the environment.
Governed runs
Designed so every mission clears policy-based controls, layered tool authorization, and a human approval gate on the moves that matter.
LLM-agnostic routing
A model router sends each task to the right model, hosted or on-prem, with no lock-in to one provider.
Reviewable records
The architecture is designed to record actions and approvals. Coverage, integrity, and replay are verified for the exact release.
Deploy anywhere
The same control plane deploys to cloud, on-premise, or fully air-gapped environments, designed for work up to TS/SCI.
Get started
Bring a mission and we will run it.
We will take one of your workflows and run it as a governed mission, in your environment. From cloud to air-gap.