01
Interface
Web UI, REST API, CLI, and SSO / OAuth. The entry points through which operators and integrations engage the platform.
- Web UI
- REST API
- CLI
- SSO / OAuth
How we deliver
From discovery to operation.
- 01
Discovery
Map the problem, users, and constraints. Define scope, backlog, timeline, and success metrics so everyone knows what "done" means.
- 02
Build
Short cycles with bi-weekly demos and transparent progress. Working software early, clear tradeoffs, and clean documentation. No black boxes.
- 03
Deploy
Repeatable release process covering staging, validation, and go-live support. Launches are controlled and reversible. We fit into your existing environment.
- 04
Operate
Monitoring, bug fixes, performance tuning, and feature updates. Continuous improvement or full transition to your team. Your choice.
How Trunnion AI works
A four-layer architecture for governed multi-agent operations.
Every action flows through a deterministic policy engine, every decision touches an audit log, and every autonomous step has a human checkpoint.
02
Orchestrator
The Trunnion AI Engine. Every action flows through a deterministic policy engine, every decision touches an audit log, and every autonomous step has a human checkpoint.
- Task Router
- Context Manager
- Policy Engine
- State Manager
03
Agent Fleet
Domain-specific AI agents that are hot-swappable and sandboxed, configurable across procurement, compliance, research, and contracting workflows.
- Procurement
- Compliance
- Research
- Contract
- Pricing
- Audit
04
Foundation
A governed base layer of audit logging and human checkpoints, built on NIST 800-53, CMMC Level 2, and FedRAMP-ready cloud.
- Audit Log
- Human Checkpoints
- NIST 800-53
- CMMC L2
- FedRAMP Cloud
Built to standard
Compliance and security by design.
- FAR/DFARS
- NIST 800-53
- CMMC Level 2
- FedRAMP-aligned
- ATF/FFL
- Section 508
- ITAR
- AWS GovCloud
The Trunnion AI portfolio
Ten products and build paths, one foundation.
Every product below is a governed Trunnion AI deployment, tuned for its vertical and deployable from commercial cloud to fully air-gapped environments. For the complete platform story, product deep-dives, and demos, visit trunnion.ai.
Our stack
The technology behind it.
- Backend
- NestJS, TypeScript, Python, REST & GraphQL APIs
- Frontend
- React, TypeScript, Tailwind CSS, accessible UI
- Database
- PostgreSQL, Redis, S3 object storage
- Cloud
- AWS, EC2, RDS, S3, Lambda, GovCloud
- AI/ML
- OpenAI, Anthropic, fine-tuned models, LangChain, RAG
- DevOps
- GitHub Actions, Docker, Kubernetes, Terraform
- Security
- TLS, RBAC, JWT, audit logging, SOC 2-aligned
- Standards
- NIST 800-53, CMMC L2, Section 508, FedRAMP
Common questions
Frequently asked.
What is Trunnion AI?
Trunnion AI is Viceroy NM's enterprise software and applied AI subsidiary, formed in 2023, and the governed, LLM-agnostic multi-agent orchestration platform behind the full product portfolio. It coordinates teams of AI agents across models, tools, APIs, and approval gates, with human-in-the-loop controls, tamper-evident audit trails, and classification controls, and is deployable on AWS GovCloud, private cloud, on-premise, or fully air-gapped environments. Visit trunnion.ai for the full platform.
Can Viceroy NM deploy software in classified environments?
Yes. Viceroy NM builds air-gappable architecture supporting TS/SCI-compatible deployment. Our systems are designed with CMMC Level 2 controls, NIST 800-53 alignment, and FedRAMP-ready cloud infrastructure. The Defense Agent Framework (DAF) is specifically built for classified program environments.
What technology stack does Viceroy NM use?
Viceroy NM builds on NestJS, React, TypeScript, PostgreSQL, and AWS. AI capabilities use OpenAI, Anthropic Claude, LangChain, and RAG pipelines, orchestrated through the proprietary Trunnion AI framework. DevOps uses GitHub Actions, Docker, Kubernetes, and Terraform with automated CI/CD pipelines and SOC 2-aligned security practices.
Does Viceroy NM serve national laboratories?
Yes. Viceroy NM delivers secure enterprise software and applied AI systems for DOE and NNSA national laboratories including Sandia National Laboratories and Los Alamos National Laboratory. Solutions support supply chain vendor qualification, manufacturing oversight, procurement automation, and classified-environment deployment.
Governed by design