The enterprise Organization AI · by ARDINSYS

The AI co-worker that knows your whole organization.

Codumentor is the organization AI for regulated enterprises: a co-worker that understands your entire ecosystem and carries your team's collective knowledge with it. It runs entirely inside your own walls, implementing real changes while you stay in control of every single step.

Runs on-premise
Your data never leaves
Every action, auditable
Why Codumentor

Six things a real organization AI must get right

Any assistant can generate code. Codumentor is built for regulated enterprises, where the data must stay home, every step must be visible, and nothing runs without permission.

01

Automatically evolving organization memory

The knowledge base writes and corrects itself. Curator agents run after every exchange, learning from your user interactions, documents and git repositories — naming conventions, historical decisions, undocumented workarounds — then dedupe and refine what they find. Relevant insight is surfaced as a Rapid Direction Cue before anyone goes down the wrong path.

curator agents · vector search · self-correcting
02

Data sovereignty

Nothing sensitive ever leaves the house. The whole system runs entirely on-premise, or on your own company IAAS. Your code, conversations and documents stay on your infrastructure. Use the EU-hosted model from ARDINSYS, or bring any OpenAI-compatible LLM you already trust — self-hosted included.

on-prem · your IAAS · bring-your-own-LLM
03

Full transparency

Follow every step Codumentor takes. Each tool call, file change and agent decision is written into the conversation timeline as it happens. Nothing runs silently, so every answer stays auditable — down to the exact file and line it relied on.

live timeline · full audit trail
04

Full control

Any tool usage asks for your permission first. Every file write, shell command and external API call pauses for your approval. Define reusable approval rules so routine, safe operations pass through and only the risky ones stop for a human.

explicit approvals · approval rules
05

Premium security sandbox

Every tool runs inside a bwrap sandbox. Codumentor's actions are isolated from the host at the kernel level, so a command can only ever touch what you have explicitly granted it. No ambient access, no surprises reaching your wider systems.

bubblewrap · kernel-level isolation
06

Ultra-fast workspace isolation

Each session gets its own workspace in a flash. Fresh, disposable workspaces spin up instantly and are never shared between sessions — containing the blast radius of any single task and layering a second boundary on top of the sandbox for defense in depth.

per-session workspace · instant · defense-in-depth
Agentic memory

A knowledge base that writes, curates and improves itself

Most assistants forget everything the moment a conversation ends. Codumentor turns every interaction into durable, version-controlled organizational memory — automatically.

1

Learn

Curator agents read conversations, documents and git history, extracting decisions, conventions and workarounds.

2

Curate

Each insight becomes a Markdown file with YAML metadata — deduplicated, dated and committed to a dedicated git repo.

3

Retrieve

A vector database surfaces the right memories as Rapid Direction Cues, injected before the agent answers.

4

Correct

Your team votes, flags and reviews. Seniority weights ranking, so trusted knowledge rises and stale entries fall away.

Sovereignty & security, by design

Sensitive data stays home. Tools stay boxed in.

Codumentor is built for organizations that cannot compromise on where their data flows. Every layer, from where the model runs to how a single shell command executes, is designed to keep control inside your perimeter.

  • On-premise or your own IAASNo transatlantic transfers, no third-party data residency to reason about.
  • Bubblewrap-sandboxed toolsEvery tool invocation is isolated from the host at the kernel level.
  • Disposable per-session workspacesProvisioned in a flash, never shared, torn down when you're done.
More than a coding agent

Built to work the way your organization already does

🧩

Understands your whole ecosystem

Indexes every repository and maps how services, libraries and legacy systems connect.

📝

Edits enterprise documents

Opens Word files and changes text while preserving every style, template, header and table.

📂

Local files, zero install

Attach a whole folder through the browser. No desktop agent, access revoked when you close the tab.

🤖

Spawns specialized subagents

Large tasks split into parallel workstreams, each reporting back independently.

🔌

Connects via MCP

Call databases, ticketing, CI pipelines and APIs without leaving the conversation.

💻

CLI & OpenAI-compatible API

A drop-in terminal mode and an OpenAI-compatible endpoint for your existing tools.

⏱️

Long tasks in the background

A persistent job queue runs multi-step work asynchronously and survives restarts.

📋

Extensible all the way down

Author SKILLS and plugins that rewire agent behaviour and the UI, without forking.

0
Bytes of sensitive data that leave your walls
100%
Of tool calls logged & auditable
28
Built-in plugins, ready to deploy
1:1
Isolated workspace per session

Put the organization AI to work

Log in to open a conversation. Your repositories, tools and integrations are available immediately — running on your infrastructure, under your control.