The sovereign AGI workforce system.

We turn a swarm of heuristic AIs and deterministic tools into one auditable hivemind that runs on your infrastructure and your terms.

What is Neuma?

A thinking OS for enterprises. Neuma fuses LLM creativity with deterministic data & code analysis so the system behaves like a coordinated workforce—not a chatbot—while staying sovereign and compliant.

Hivemind, not a stack

Many AIs + classic engines act as one decision-making mind that plans, executes, and cross-checks itself.

Verified outcomes only

Every step is checked; fail → blocked. Replay & audit are built in.

On-prem, sovereign & compliant

Runs in your VPC/on-prem by default. Built for GDPR & EU AI Act realities—no data leaves your control, no data ever leaks to the system

Models are replaceable

LLMs/tools are expendable engines. Swap vendors without breaking flows or losing knowledge.

A universal plan of work

Work is written in a concise “language of thought” encoding goals, budgets, risk, and rules—so AI follows governance, not prompts.

Self-improving workforce

Neuma distills what works into reusable skills, compounding speed and cost gains with every task.

The problem

AI agents” look smart but can’t be trusted with accountability: hallucinations, drift, no replay, and compliance walls. Costs rise; talent is scarce; tool stacks stay brittle.

Our solution

Neuma assembles heuristic models and deterministic analyzers into a sovereign, verifiable hivemind. 

It plans work in a universal format, enforces rules as it executes, proves results, and learns from them.

Outcome: a true autonomous workforce that replaces junior/associate layers—faster, safer, cheaper—without giving up control.

If you’re ready to move from tools to a workforce, let’s talk.

Auditable Hivemind · On-prem AGI Workforce · Proof-carrying results

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