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Governed AI. Vertical SaaS.

Governed multi-agent AI for
enterprise and government.

Trunnion develops configurable multi-agent workflows with policy and human-review objectives. Capabilities, deployment boundaries, and control evidence are confirmed for the exact product release and customer environment.

LLM-agnostic designpolicy + human reviewreviewable recordsdeployment-specific controls
The Trunnion control plane, copper gimbal mechanism with cyan circuit traces

8

Vertical products

6

Live today

Release-specific

Hash-chain audit design

Policy-based

Tool authorization design

DAF logoPulse logoCortrova logoHaultro logoZennvue logoRealtrAI logoFizzSense logoVortiek logoCustom Software logo
What is Trunnion AI?

A control plane for enterprise agentic AI.

Not a chatbot and not a framework you assemble yourself. Trunnion is the governed layer that orchestrates agent teams, routes them to the right model, gates every action, and records what happened, so autonomous work is safe to run in production.

TrunnionControl planeIllustrative designIllustrative demo
Active mission

Procurement package review

policy-based accesslayered authAudit
Mission workflow
  1. IntakeMission scopedOK
  2. Model routeron-prem · llama-70bOK
  3. Retrievepolicy-based access scoped readOK
  4. Draftagent: ReviewerRunning
  5. HITL gateawaiting operatorApprove
  6. Executeblocked until approvedBlocked
auditsha512: 7FA9 C21D 44E0chained
DAFPulseCortrovaHaultroZennvueRealtrAIFizzSenseVortiekCustom
Corridor of translucent security gates with a beam of copper light passing throughDesigned so every read and every action clears policy-based controls and layered tool authorization before it runs.
Chain of crystalline audit blocks linked by glowing threadsEvery step is designed to land in a reviewable execution record with reasoning traces and execution replay.
Human-in-the-loop

Your agents. Your approval.

Agents propose; people decide. Consequential actions pause at an approval gate for a named operator to approve, edit, or reject, with the policy checks and reasoning trace attached.

  • Approval gates on the moves that matter
  • Policy-based controls and layered tool authorization, verified per release
  • Designed for classification-aware deployment with CAC/PIV identity traceability, up to TS/SCI (security boundaries)
TrunnionMission consoleSample dataIllustrative demo
Approval requiredSample mission · Procurement
Proposed action

Send procurement package to the contracting officer

Agent: Reviewer · drafted from 3 source documents · 1 clause flagged for edit

Reasoning trace
  1. Retrieved sample solicitation records under an illustrative access scope.
  2. Drafted the package and checked required clauses.
  3. Flagged FAR 52.204-21 as missing and proposed the fix.
Access policy sampleClassification scopedTool authorization sampleIdentity verified
Approve & executeEditRejectNothing runs until you approve.

The case for governed agentic AI.

Ungoverned agents are a liability in the enterprise. Trunnion makes autonomy auditable, controllable, and safe to run where the stakes are real.

Defense operations center with operators facing a holographic world map

Governed by default

The architecture is designed for attribute-based access control and layered tool authorization. Implemented policy coverage and tests are verified for each release.

A human stays in command

Human-in-the-loop approval gates are designed to put a named operator on the consequential moves. Agents propose; people decide.

LLM-agnostic

A model router sends each task to the right model, hosted or on-prem, so you are never locked to one provider.

Provable audit

The architecture is designed to produce reviewable execution records. Hash linkage, record coverage, and replay are verified for the exact release.

Deploys where you are

The same control plane deploys to cloud, on-premise, or fully air-gapped environments, designed for classification-aware work up to TS/SCI.

Glass panels of industry silhouettes lit in copper and cyan on a dark canvas

One platform, clearly labeled product stages

Shipped products, development programs, and custom builds are presented separately so availability is not implied.

The Trunnion AI portfolio.

Shipped products and separately labeled development programs share a common engineering approach. Availability and controls vary by product and release.

All products
DAF: Governed agent workflows for defense and national-security missions.
Live

DAF

Governed agent workflows for defense and national-security missions.

Classification-aware agent teams for defense operations, with CAC/PIV identity traceability, air-gap deployment, and human approval on every consequential action.

Explore DAF
Pulse: Agentic workflows for government procurement and acquisition.
Live

Pulse

Agentic workflows for government procurement and acquisition.

Governed agents that draft, review, and route procurement and acquisition work, with policy checks and a full audit trail for every decision.

Explore Pulse
Cortrova: AI-native ERP for manufacturing operations.
Live

Cortrova

AI-native ERP for manufacturing operations.

A manufacturing ERP with agentic workflows across planning, inventory, quality, and the shop floor. Module availability is release-specific.

Explore Cortrova
Haultro: Operations software for waste and fleet.
Live

Haultro

Operations software for waste and fleet.

Dispatch, routing, and fleet operations for waste haulers, with agentic scheduling and the same governed audit trail underneath.

Explore Haultro
Zennvue: AI-native operating system for the wedding and event industry.
Live

Zennvue

AI-native operating system for the wedding and event industry.

A two-sided marketplace and vendor workspace for events, with governed AI matching, drafting, and contract review built in.

Explore Zennvue
RealtrAI: The governed AI workspace for real estate.
Live

RealtrAI

The governed AI workspace for real estate.

Listing, marketing, and investment-analysis workflows for real estate, run by governed agents with human sign-off on what ships.

Explore RealtrAI
FizzSense: Sensor and IoT intelligence for logistics.
In development

FizzSense

Sensor and IoT intelligence for logistics.

Agentic monitoring and response across IoT and logistics telemetry. In active development; join the waitlist for early access.

Explore FizzSense
Vortiek: Travel intelligence for frequent flyers.
In development

Vortiek

Travel intelligence for frequent flyers.

Real-time flight tracking, award search, and a transparent upgrade probability engine, guided by an eight-agent AI copilot on web, iOS, and Android.

Explore Vortiek
Custom Software: Your workflow, built on the Trunnion control plane.
Custom build

Custom Software

Your workflow, built on the Trunnion control plane.

A custom vertical built on the same governed platform: your data, your policy, your models, your deployment target, from cloud to air-gap.

Explore Custom Software
Air-gapped data center corridor of dark server racks with copper status lines
How we deploy enterprise AI

From scoped mission to production, in your environment.

A four-phase path that ends where you run: cloud, on-premise, or fully air-gapped.

Phase 01

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.

Phase 02

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.

Phase 03

Prove and govern

We run the mission against real work with a human operator in command, and validate the audit trail, traces, and controls.

Phase 04

Deploy and scale

Ship to your environment, connect your systems, and expand across missions and verticals on the same control plane.

See the deployment model
Observability & audit

Reviewable records, verified per release.

The audit architecture is designed to record agent actions and approvals for review. Cryptographic linkage, state-change coverage, supporting traces, and replay are confirmed from the exact release evidence rather than asserted by this page.

TrunnionAudit fabricrelease-specificIllustrative demo
Illustrative audit designSample linked record
  • 7fa9c21dRetrieverScoped read · 12 docsallow
  • 3b04e7a1DrafterCompose packageallow
  • c88f1592ReviewerTool call: file.writeHITL
  • a1d76b30OperatorApproved gated actionallow
  • e50c9f24ExecutorDeliver to CO inboxallow
Chainedevery step, by designGatedhuman approval on key movesReplayablefull reasoning traces

Common questions.

What does Trunnion AI actually do?

Trunnion AI develops configurable multi-agent workflows and vertical software. Authorization, human-review, and audit controls are design objectives whose implementation is verified for the exact product release and deployment.

How is this different from an agent framework like LangChain or CrewAI?

A framework gives you building blocks and leaves policy, approval, and audit as your responsibility, so every application ends up with its own governance posture. Trunnion is a control plane: it enforces those controls centrally for every product and every custom build on it.

What does a Trunnion engagement look like?

Four phases: a scoped mission, a governed build on the control plane, a proving run with human approval gates in place, then production in your environment. You adopt a shipped portfolio product or commission a custom build; the control plane comes with either.

Where can Trunnion be deployed?

Cloud, on-premise, or fully air-gapped, with the governance architecture designed to behave consistently across all three. Classification-aware workflows are designed for TS/SCI-grade environments with CAC and PIV identity traceability, and accreditation is determined per environment, so data residency is never a reason to drop the controls.

Who is already using it?

Six products are live across defense, government procurement, manufacturing, waste and fleet, events, and real estate, with FizzSense and Vortiek in development. 2026 is the year the portfolio goes to market, so what we can share about specific deployments depends on the environment: ask during a scoped demo.

How do we start?

Request a demo and tell us the workflow, the industry, and the deployment target. You will see the control plane run a governed workflow in a setup that matches your environment, not a slide deck.

Vast dark horizon under a copper nebula of volumetric light

Ready to build on Trunnion AI?

See the governed control plane run against your workflow, in your environment. From cloud to air-gap.

Request a demo About Trunnion AI

Necessary technology is always active because it provides security and remembers this choice.