Can You Explain What Your AI Just Did?
If you can't answer that question today, the EU AI Act will require you to answer it by August. We help you close the governance gap with the only AI accountability system built on human-readable records.
The Challenge
Your AI agents are making decisions you can't see.
75% of Fortune 500 companies are deploying AI tools. Coding assistants write production code. Customer service agents handle sensitive data. Internal agents access confidential documents. But:
Dashboards show you what happened after the fact. Guardrails try to prevent bad outputs. Neither gives you what regulators actually want: a complete, readable record of every decision.
Why This Is Urgent
The EU AI Act becomes fully applicable August 2, 2026.
If your AI systems operate in or affect EU citizens, you need:
| Requirement | Article | What It Means |
|---|---|---|
| Record-keeping | Art. 12 | Logging that enables traceability throughout the AI lifecycle |
| Transparency | Art. 13 | Operation "sufficiently transparent" for deployers to interpret |
| Human oversight | Art. 14 | Systems "effectively overseen by natural persons" |
Most enterprise AI governance tools store logs in proprietary databases. When an auditor asks "show me what this agent decided on Tuesday at 3 PM," you need an engineer to write a query, export results, and translate them.
Our approach: Every AI decision is recorded in a Markdown file. The auditor opens the file and reads it. That's the whole workflow.
Our Approach
Persistent Context
AI agents that don't forget their rules. Constraints, classifications, and policies persist throughout operation — not just the first message, but every message. When the context window compresses, the rules survive.
Classification Enforcement
AI that knows what it can and cannot access. Document classification isn't a tag for humans — it's enforced by the system. Confidential data stays in confidential paths.
Proportional Governance
Not everything needs human approval. Routine actions proceed automatically. Consequential decisions require review. Prohibited actions are blocked. Configurable by role and risk.
Human-Readable Audit Trail
Every decision documented in files anyone can read. What was asked, what context was available, what the AI decided, and why. No database queries. No specialized tools. A compliance officer opens a folder and reads Markdown files.
For Your Role
CIO
Visibility and control across your AI portfolio. Know which agents are deployed, what they have access to, and what decisions they're making. Integration with existing IT management tools.
CISO
Data protection at the AI layer. Classification enforcement prevents data leakage before it happens. Complete access logs for incident response. Insider threat detection when AI agents are the tool of choice.
Chief Risk Officer
Regulatory compliance documentation that writes itself. Every AI decision is an audit record. Liability reduction through demonstrated governance. Evidence that satisfies EU AI Act requirements.
General Counsel
Defensible AI operations. When a regulator or opposing counsel asks "what did your AI system know and when," the answer is a folder of timestamped, human-readable files. Not a database dump requiring expert interpretation.
Persistent Memory That Auditors Can Read
Most AI systems store memory in vector databases or lose it entirely when sessions end. Neither satisfies regulatory requirements. Our tag-based persistent memory is different:
Persists Across Sessions
Memory survives restarts, updates, and context window limits. What your AI learned on Monday is still there on Friday. Article 12 traceability — built in.
Human-Readable by Default
Tagged with semantic labels, stored in plain text. A compliance officer reads the file directly — no database queries, no vendor tools. Articles 13 and 14 — satisfied natively.
Auditable, human-readable, compliant — without adding a compliance layer after the fact.
The Stack
| Layer | Function | How It Works |
|---|---|---|
| Context Management | Persistent constraints | Rules survive session boundaries and context compression |
| Governance | Proportional review | Configurable thresholds by role, sensitivity, and risk |
| Audit Infrastructure | Decision logging | Every decision becomes a Markdown file with full context |
| Analytics | Visibility & alerting | Dashboard over human-readable audit trail |
Deployment Options
SaaS
Managed governance platform. Fastest deployment. We handle infrastructure and updates.
On-Premises
Deploy in your environment. Full control over data residency. Required for regulated industries.
Hybrid
SaaS management plane with on-premises data storage. Compliance flexibility with operational simplicity.
Get Started
Discovery, assessment, and pilot deployment. Tell us about your AI landscape and compliance needs.