AI governance for software teams that ship with AI agents
The problem
Your agents read everything
Coding agents are the most productive tools your team has, and the ones with the widest access.
- 01
Secrets in the context window
Agents read repositories and .env files, and keys and credentials travel to the model with the code.
- 02
Customer data in prompts
Logs, tickets and database samples pasted for debugging carry your customers' data.
- 03
Questionnaires about AI
Enterprise customers now ask how you govern AI, and they want evidence, not a statement.
Use case · Tech
15:10 · An agent opens .env
One coding agent and one secret, at a software company
An illustrative example: what each agent does, step by step.
- 10doors AI comes through, agents included
01ARGUS · Discover
Every agent, every server
ARGUS finds the coding agents your developers run, Claude Code, Cursor and GitHub Copilot, and the MCP servers and OAuth connectors they reach, next to the AI tools in the browser.
- 0secrets sent to the model
02TALOS · Protect
The secret stays local
A coding agent reads .env while fixing a bug. TALOS redacts the API key before the context reaches the model, which sees <CXT_SECRET_REDACTED>, and the agent keeps working.
- Day 1evidence, from the first session
03ATHENA · Prove
Answers for the questionnaire
Every agent session leaves a sealed record, so the next security questionnaire about AI gets evidence: which tools, which data, which controls.
- THEMISSystem One² AI model
Under every step · Decide
THEMIS recognized the key as a secret before the context left the machine, without slowing the agent.
Ready to ship with AI agents, not your secrets?
Coding agents.
Covered.
- Any AI tool
- Prompts never stored
- Live in 5 minutes
Colchix governs the AI tools your teams already use, among them ChatGPT, Claude, Gemini, Microsoft Copilot, Cursor, Mistral, Perplexity, DeepSeek, GitHub Copilot, Grok, Notion AI, Hugging Face, Meta AI, Qwen, Ollama.
Tech FAQs
What tech teams ask about governing AI with Colchix.
Which coding agents does Colchix cover?
Claude Code, Cursor, GitHub Copilot and the other coding agents your developers run, alongside the MCP servers, APIs and SDKs they call. ARGUS lists them; TALOS protects what they send.
Explore ARGUSWill it slow developers down?
No. THEMIS judges in milliseconds and redaction is invisible unless a rule needs explaining, so agents keep working with the code.
What does TALOS redact?
API keys, tokens and credentials, customers' personal data in logs and samples, and anything you define as confidential, such as internal hostnames or project codenames.
Explore TALOSCan it help with customers' security questionnaires?
ATHENA keeps sealed records of AI usage and the controls applied, so questions about how you govern AI get answered with evidence, mapped to frameworks such as ISO/IEC 42001, the EU AI Act and the NIST AI RMF.
Is there an MCP server?
Yes. The Colchix OS MCP server brings the OS to the agents and tools that speak MCP.
Explore the MCP serverWhat is THEMIS?
THEMIS is Colchix's System One² AI model, the judgement under ARGUS, TALOS and ATHENA: it decides what's sensitive, names the AI tools nobody knew about and files each record under the rule it proves, in milliseconds and on your rules. In the tech example on this page, it recognized the key as a secret before the context left the machine, without slowing the agent.
Explore THEMISAsk AI about Colchix for tech
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