# TrustedML

> TrustedML is the AI Fabric for the intelligent enterprise — an autonomous C-suite of
> specialized AI agents that collaborate asynchronously to research in real time, reason
> across frontier models, understand documents multimodally, run code, and produce
> decision-grade strategy, narrative, and board-ready deliverables.

TrustedML operates a multi-agent "AI workforce" woven into one intelligence fabric. Each
agent has a defined role, a persona (soul.md), long-term memory, and access to a shared
fabric (RAG + knowledge graph) scoped to the organization's goals. Agents can take tasks,
run autonomously in the background, share files, message each other, and delegate work.

## What the platform does

- A Chief-of-Staff orchestrator plans each request, picks reasoning strategies, forks
  multiple strategies in parallel for complex work, and merges them into one best answer.
- Real-time, grounded research using each frontier LLM's native web search.
- Multi-model reasoning across frontier models (Gemini, OpenAI, Anthropic) that ground
  independently, then cross-pollinate into a merged best answer.
- A modular reasoning engine usable by every agent: Chain-of-Thought, Tree-of-Thought,
  ReAct, Program-of-Thought, Graph-of-Thought, Monte Carlo Tree Search, MRKL,
  Self-Consistency, Reflexion, Self-Refine, RCI, Plan-and-Solve, Least-to-Most,
  Task Decomposition, Multi-Agent Debate, Society of Mind, and long-context (RLM).
- Multimodal document understanding (vision models read PDFs, decks, and images directly —
  no OCR or text extraction), a sandboxed Python code interpreter, image generation,
  draw.io architecture diagrams, and DOCX/PPTX report generation.
- A cost-aware model router that selects the cheapest viable model per task, with prompt
  caching, and a PMO quality gate that critiques and self-refines deliverables.
- Long-term + short-term memory, retrieval-augmented generation, durable chat history, and
  a knowledge graph tied to organizational goals so work can be revisited and built upon.
- Agents can propose new declarative subagents and code skills (approval-gated).

## The agents (C-suite)

- Orion Vale — Chief AI Officer.
- Nefra Marks — Chief GTM Strategist (turns research into executable GTM strategy).
- Nefru Hale (Thoth Mercer) — Chief Analyst (deep, real-time grounded market research).
- Vera Meridian — Chief Marketing Officer.
- Additional C-suite roles (Revenue, Risk & Governance, Innovation, Product, Legal,
  Finance, CTO) are on the roadmap and surfaced as the organization grows.

## Key pages

- Home / overview: https://platform.trustedml.ai/
- FAQ (answer-engine friendly): https://platform.trustedml.ai/faq
- Security: https://platform.trustedml.ai/security
- Privacy: https://platform.trustedml.ai/privacy
- Terms: https://platform.trustedml.ai/terms

## Access

The application itself is private and requires authentication. New-account self-registration
is currently disabled; access is by invitation only. The marketing pages above are public.

## Contact

- Organization: TrustedML
- Web: https://trustedml.ai