UniAgent

UniAgent — the platform behind the solutions

A portable AI-agent runtime where a vertical is a bundle of files, not a code fork. Desktop, web, and LAN host — running autonomously with zero external services.

Files all the way down

Files all the way down

There is no YAML manifest and no rebuild. The agent is its own agent.md; a capability is a folder you drop in; a branded client build is a bundle imported in one click. That is why a new vertical ships in days, not quarters.

  • Connectors, company archive, autonomy loop
  • Verticals-as-files: legal, marketing, tender
  • Cloud or 100% local, human-in-the-loop
# agent.md — the whole agent, one file # Contract Reviewer ## Brain provider: ollama ## Include - legal ## Knowledge Base enabled: true ## IntentText enabled: true ## Triggers - watch ./intake ## Verify - cites a verifiable source ## Sovereignty mode: sovereign
The autonomy loop

The autonomy loop

1

Schedule & trigger

Cron schedules, watched folders, and webhooks start durable jobs.

2

Plan

The agent decomposes the goal into steps, grounded in its tools and archive.

3

Verify

Each step is checked against rules and an LLM judge — a failed check fails the step with a reason.

4

Adapt or escalate

It replans within bounds, then escalates to a human — never a silent failure.

One agent, four layers

One agent, four layers

Electron / Web

Product shell

Desktop app, web dashboard, and LAN team host.

agent.md

Agent wiring

One markdown file defines the whole agent — brain, tools, archive, autonomy.

@msm-core

Engine layer

The brain loop, jobs, planner, memory, safety, gate.

monlite

Storage

One SQLite file: vectors, full-text, queue, cron.

Real verticals, already built

Real verticals, already built

Legal — Hilal

A 100% local, sovereign contract reviewer that cites its sources and issues sealed, verifiable reviews.

Marketing — Manara

Three agents on one platform: daily content + comment replies, sales development, and customer support.

Tender / Oil & Gas

A tender desk (RFQ → compliance matrix → sealed quote) plus an asset-monitor for predictive maintenance.

Let's find your first AI win

Tell us your domain and your data posture. We'll show you a working agent — not a slide deck.