Governed Intelligence.
Mission Speed.
LLM-agnostic multi-agent orchestration built for environments where compliance isn't optional and downtime isn't acceptable. Policy-aware execution at every layer — from defense and intelligence to manufacturing and enterprise.
What is Trunnion AI?
Trunnion AI is an enterprise-grade, LLM-agnostic multi-agent orchestration platform that coordinates teams of AI agents across any large language model, any classification level, and any deployment environment — including air-gapped infrastructure. Built for organizations where governance, security, and compliance are non-negotiable.
Multi-Agent Orchestration
Declarative workflow composition with autonomous agent teams, parallel execution, conditional branching, and durable state persistence across processes spanning hours or days. Integrate directly into your APIs and operational pipelines.
Policy-Aware Governance
Attribute-based access control (ABAC), classification enforcement, six-layer tool authorization, and human-in-the-loop (HITL) approval gates. Security and compliance are architectural — not bolt-on features.
Full Observability & Audit
Every agent run is inspectable. Every tool call is logged. SHA-512 hash-chain tamper-evident audit trails, full reasoning traces, execution replay, and compliance-ready reporting for regulated and classified environments.
The Case for Governed Agentic AI
Most AI platforms still treat intelligence as a chatbot feature. Trunnion AI delivers the full-stack infrastructure enterprises and defense agencies need to deploy autonomous agent teams at scale — with governance, classification controls, and human oversight built in from the start.
Agentic AI, Not Just Generative AI
Generative AI produces outputs. Agentic AI plans, executes, and completes multi-step workflows end-to-end. Trunnion AI deploys autonomous agent teams that integrate directly into your APIs, business systems, and operational pipelines.
Human-in-the-Loop by Design
Trunnion AI agents operate as collaborative partners alongside human operators. Human-in-the-loop (HITL) approval gates, reasoning transparency, and progressive autonomy controls ensure your team maintains command at every stage.
Production-Ready from Day One
No pilots that never ship. Trunnion AI is architected for production deployment across operational automation, analytics, finance, HR, and security — on cloud, edge, or air-gapped infrastructure.
Vertical AI with Measurable ROI
We don't sell horizontal AI tools. Every Trunnion-powered product targets a specific industry with purpose-built agents and workflows — defense, manufacturing, GovCon, real estate, logistics, and events.
Multi-Modal & IoT-Ready
Trunnion AI extends beyond text into computer vision, sensor telemetry, real-time fleet tracking, and physical-world integration. Our platforms process live IoT data streams and coordinate operations across digital and physical environments.
Governance as the Architecture
Policy enforcement, classification controls, tamper-evident audit trails, and regulatory compliance aren't features — they're the foundation everything runs on. Learn more about our approach →
Platforms Powered by Trunnion AI
Seven purpose-built platforms for defense, GovCon procurement, manufacturing, fleet operations, creative events, real estate, and IoT logistics — each running on the same governed, LLM-agnostic orchestration core.
DAF
Enterprise multi-agent orchestration purpose-built for defense and intelligence communities. 150+ pre-built agents across 11 mission workflows, fully air-gap deployable with NIST 800-53 compliance mapping.
- CAC/PIV identity traceability for DoD environments
- 5-level classification enforcement: UNCLASSIFIED → TS/SCI
- Visual drag-and-drop workflow designer
- Air-gap deployment with locally-hosted Ollama LLM weights
- Tamper-evident SHA-512 hash-chain audit trail
VPW
Enterprise GovCon procurement workstation unifying government contracting, business development, and commercial sales. Automated solicitation discovery from SAM.gov, DLA, Unison, and Bonfire.
- Automated daily solicitation import from 4 federal & commercial marketplaces
- AI-powered vendor matching by geography, category, SAM status
- 15-state bid lifecycle workflow with approval gates
- Line-item pricing with automated margin calculations
- Unified GovCon, business development, and commercial sales
Cortrova
Full-stack manufacturing ERP with a 3-tier Trunnion AI architecture: 51 department agents, 7 division aggregators, and 6 executive agents across 17 operational departments — delivering real-time production intelligence.
- 3-tier AI architecture: department → division → executive
- 17 operational departments with 205+ platform features
- Cross-module SQDI&F integration for unified data flow
- Real-time production intelligence & anomaly detection
- LLM-agnostic orchestration via Trunnion AI core
Haultro
Multi-tenant SaaS for waste management companies. IoT bin monitoring, AI route optimization, real-time fleet tracking, SLA compliance, and financial management — all on a 39-agent Trunnion AI architecture.
- IoT bin monitoring with real-time fill-level telemetry
- 39-agent Trunnion AI architecture across operations, fleet & finance
- AI-powered route optimization with live fleet tracking
- SLA compliance monitoring with automated escalation
- Trunnion Vision AI for waste classification & contamination detection
ZennVue
Full-stack ERP and two-sided marketplace for photographers, videographers, DJs, event planners, caterers, and venues. 12 functional domains, 25+ AI features, multi-LLM orchestration via Trunnion AI.
- 12 domains: CRM, invoicing, contracts, galleries, scheduling & more
- 25+ AI-powered features with multi-LLM orchestration
- Two-sided marketplace with vendor & client portals
- Real-time WebSocket communication across all platform events
- $52B projected market by 2034 — purpose-built to capture it
RealtrAI
Suite of 17 purpose-built AI tools for real estate agents — luxury listing descriptions, vacation rental ROI calculators, investor pitch generators, and smart follow-up sequences. Enterprise-grade AI for every listing, every lead, every deal.
- 17 AI-powered tools: listing writer, investor pitches, VR calculator & more
- Property Workspace — status tracking, platform links, and AI tools per listing
- Luxury Story Builder with neighborhood-specific language & photography shot lists
- Vacation rental ROI with occupancy benchmarks, Airbnb vs VRBO comparison
- Smart 5-email drip sequences personalized per lead with automated follow-up
FizzSense
Vertically integrated IoT platform transforming CO₂ tank logistics for beverage distributors and restaurant networks. Predictive demand intelligence eliminates blind routes and prevents costly runouts.
- Smart monitoring scales with cellular IoT telemetry
- Predictive depletion forecasting & automated demand queues
- AI-powered fleet route optimization for distributors
- Two-sided platform: restaurant + distributor portals
- 80%+ SaaS margins with deterministic analytics
How We Deploy Enterprise AI
A phased deployment model designed to build trust, demonstrate value, and expand agent autonomy incrementally — so every workflow is proven before it runs independently.
Enterprise AI Deployment Pricing
Custom pricing scoped to your deployment environment, classification ceiling, agent count, and mission requirements.
Tailored to Your Mission
Every environment is different. We scope pricing around your agent count, classification ceiling, deployment model — cloud, edge, or air-gap — and support requirements.
- Flexible agent & workflow limits
- Air-gap & cloud deployment options
- NIST 800-53 compliance mapping
- CAC/PIV authentication support
- Dedicated success engineering
- On-site deployment support
- Custom agent development
- SLA-backed support tiers
Frequently Asked Questions
Common questions about governed agentic AI, the Trunnion AI platform, and enterprise deployment.
What is Trunnion AI?
Trunnion AI is an LLM-agnostic, policy-aware multi-agent orchestration platform for enterprise and defense. It coordinates teams of AI agents across any LLM, any classification level, and any deployment environment — including air-gapped infrastructure — with governance and human-in-the-loop controls built into the architecture. Learn more →
What does LLM-agnostic mean?
LLM-agnostic means Trunnion AI is not locked into any single AI model provider. It orchestrates agents running on OpenAI, Anthropic, Google, or locally-hosted open-source models via Ollama — so organizations can switch or mix models without re-architecting their workflows.
Can Trunnion AI run in air-gapped environments?
Yes. The DAF product is fully air-gap deployable using locally-hosted LLM weights via Ollama. No data leaves the secure enclave — suitable for classified environments up to TS/SCI.
Is Trunnion AI NIST 800-53 compliant?
DAF includes NIST 800-53 compliance mapping, CAC/PIV identity traceability, five-level classification enforcement, and SHA-512 tamper-evident audit trails — all built into the architecture. See DAF details →
How is agentic AI different from generative AI?
Generative AI produces outputs in response to prompts. Agentic AI plans goals, selects tools, executes multi-step workflows, and completes long-running tasks autonomously. Trunnion AI deploys full agent teams — not just prompt-response interfaces.
How is Trunnion AI different from LangChain?
LangChain is a developer prototyping framework. Trunnion AI is production enterprise infrastructure with built-in classification enforcement, policy-aware governance, tamper-evident audit trails, and HITL controls designed for regulated, mission-critical environments. Talk to our team →
What is RealtrAI?
RealtrAI is a suite of 17 AI-powered tools built specifically for real estate agents. It runs on the Trunnion AI orchestration framework and includes tools for luxury listing descriptions, vacation rental ROI analysis, investor pitch generation, and smart follow-up sequences. Learn more →
Ready to Deploy Governed AI?
Whether you're modernizing defense infrastructure, scaling manufacturing intelligence, or automating GovCon procurement — Trunnion AI gets your agents mission-ready.