AI Crawler Reference

LLMs.txt

A machine-readable index of Trunnion AI's platform, products, and key pages — formatted for AI crawlers, LLMs, and retrieval-augmented generation (RAG) systems following the llmstxt.org standard.

Standard

llmstxt.org v1

Last Updated

April 2026

Maintained by

Viceroy NM

Raw llms.txt content

# Trunnion AI

> Trunnion AI is an enterprise-grade, LLM-agnostic multi-agent orchestration platform built by Viceroy NM. It coordinates teams of AI agents across any large language model, any classification level, and any deployment environment — including air-gapped infrastructure. Designed for defense and intelligence, manufacturing, government contracting, fleet operations, real estate, and the creative event industry.

Trunnion AI provides governed agentic AI infrastructure with policy enforcement, classification controls (UNCLASSIFIED through TS/SCI), six-layer tool authorization, human-in-the-loop approval gates, SHA-512 tamper-evident audit trails, and full observability. It is not a chatbot platform or a developer prototyping framework — it is production enterprise infrastructure.

## Core Platform

- [What is Trunnion AI?](https://www.trunnion.ai/#framework): Overview of the LLM-agnostic multi-agent orchestration architecture, governance model, and observability capabilities.
- [Deployment Approach](https://www.trunnion.ai/#approach): Four-phase phased deployment model (Discovery, Supervised Pilot, Progressive Autonomy, Scale & Optimize).
- [About Trunnion AI](https://www.trunnion.ai/about/): Company background, mission, Viceroy NM parent company, and platform architecture explanation.
- [FAQ](https://www.trunnion.ai/#faq): Common questions about agentic AI, LLM-agnostic infrastructure, air-gap deployment, and NIST 800-53 compliance.

## Products

- [DAF — Declarative Agentic Framework](https://www.trunnion.ai/daf/): Enterprise multi-agent orchestration for defense and intelligence. 150+ pre-built agents, 11 mission workflows, NIST 800-53 compliance mapping, TS/SCI classification enforcement, CAC/PIV authentication, and full air-gap deployment via Ollama.
- [VPW — Viceroy Productivity Workstation](https://www.trunnion.ai/vpw/): AI-powered GovCon procurement platform. Automated solicitation discovery from SAM.gov, DLA, Unison, and Bonfire. AI vendor matching, 15-state bid lifecycle workflow, and unified GovCon + commercial sales pipeline.
- [Cortrova — AI Manufacturing ERP](https://www.trunnion.ai/cortrova/): Full-stack manufacturing ERP on a 3-tier Trunnion AI architecture. 51 department agents, 7 division aggregators, 6 executive agents across 17 operational departments. Also at cortrova.com.
- [Haultro — AI Waste Management & Fleet](https://www.trunnion.ai/haultro/): Multi-tenant SaaS for waste management companies. IoT bin monitoring, AI route optimization, real-time fleet tracking, SLA compliance, Trunnion Vision AI. 39-agent architecture. Also at haultro.com.
- [ZennVue — Creative Events ERP](https://www.trunnion.ai/zennvue/): Full-stack ERP and two-sided marketplace for photographers, videographers, DJs, event planners, caterers, and venues. 12 functional domains, 25+ AI features. Also at zennvue.com.
- [RealtrAI — AI Toolkit for Real Estate](https://www.trunnion.ai/realtrai/): Suite of 17 AI-powered tools built for real estate agents. Luxury listing descriptions, vacation rental ROI calculators, investor pitch generators, and smart follow-up sequences. Property Workspace for per-listing management. Also at realtrai.com.
- [FizzSense — IoT CO₂ Logistics](https://www.trunnion.ai/fizzsense/): IoT SaaS platform for CO₂ tank logistics. Predictive depletion forecasting, AI route optimization, cellular telemetry. In development — early access available.

## Company

- [About Trunnion AI / Viceroy NM](https://www.trunnion.ai/about/): Trunnion AI is built by Viceroy NM, headquartered in New Mexico, USA. Proximity to Sandia National Laboratories, Kirtland AFB, and the defense ecosystem informs our focus on classified, mission-critical AI deployments.
- [Contact](https://www.trunnion.ai/contact/): Demo requests and inquiries. Email: contact@viceroynm.com.
- [Privacy Policy](https://www.trunnion.ai/privacy-policy/): Data handling practices for trunnion.ai.

## Key Concepts Defined on This Site

- LLM-agnostic: Not tied to any single AI model provider. Supports OpenAI, Anthropic, Google, and locally-hosted open-source models via Ollama.
- Agentic AI: AI that plans, executes multi-step workflows, uses tools and APIs, and completes long-running tasks — beyond prompt-response.
- Human-in-the-loop (HITL): Configurable approval gates requiring human review before agent actions execute.
- Air-gap deployment: Operation with no internet connectivity using locally-hosted LLM weights.
- TS/SCI: Top Secret / Sensitive Compartmented Information — the highest standard US classification level supported.
- NIST 800-53: NIST security control framework for federal information systems, mapped in the DAF product.
- SHA-512 audit trail: Tamper-evident hash-chained log of every agent action and tool call.

## Optional Extended Reference

- [Cortrova product site](https://www.cortrova.com): Full documentation for the Cortrova AI manufacturing ERP.
- [Haultro product site](https://www.haultro.com): Full documentation for the Haultro waste management platform.
- [ZennVue product site](https://www.zennvue.com): Full documentation for the ZennVue events ERP.
- [RealtrAI product site](https://www.realtrai.com): Full documentation for the RealtrAI real estate AI toolkit.
- [Viceroy NM](https://www.viceroynm.com): Parent company of Trunnion AI.

What this file is for

The llms.txt standard (defined at llmstxt.org) is an emerging convention for helping AI systems — including ChatGPT's web search, Perplexity, Claude, Gemini, and future LLM-based search engines — understand a website's structure and content more accurately.

It is analogous to robots.txt (which tells crawlers what not to index) but serves the opposite purpose: it tells AI systems what is most important to index and how to interpret the site's content. When an AI crawler reads this file, it gets a structured, authoritative description of who we are, what each product does, and which pages matter most — reducing the chance of misrepresentation in AI-generated summaries or citations.

For an AI infrastructure company like Trunnion AI, appearing accurately in AI search results is both a business priority and a matter of credibility. This file ensures that when someone asks ChatGPT or Perplexity about governed agentic AI platforms, defense AI orchestration, or GovCon procurement automation, the information returned accurately reflects what Trunnion AI is and does.