Skip to main content

Prove AI understands your business

Every AI-powered feature relies on documentation. When that documentation is wrong, incomplete, or outdated, AI fails your customers. Dokumen makes documentation quality measurable, testable, and improvable.

30-minute session · See your docs tested live

app.dokumen.io/dashboard
Documentation Coverage
87%
142 passed
3 failed
API authentication flow
docs/auth/*.md
Refund policy validation
docs/policies/refund.md
Rate limit documentation
docs/api/rate-limits.md
User onboarding guide
docs/guides/onboarding.md
SOC 2 Type II
No data retention
Results in CI/CD

You can't improve what you can't measure

Teams invest in AI but ignore the foundation it runs on. The result? A cycle of failed fixes that never address the root cause.

Attempt 1
Better prompts
Still fails edge cases
Attempt 2
More RAG context
Hallucinations persist
Attempt 3
Fine-tune the model
Expensive, still wrong
Root cause
Documentation quality
The real problem
Prompts

Prompts can only work with the information they're given. If your docs are wrong, the best prompt in the world won't help.

RAG

Retrieval-Augmented Generation retrieves what you have. If what you have is contradictory, outdated, or incomplete, RAG amplifies the problem.

Documentation

Your documentation is the source of truth for AI systems. When it drifts from reality, everything downstream fails.

What if you could measure documentation quality like you measure code quality?

Make AI understanding measurable

Dokumen brings the rigor of software testing to documentation. Write tests, run them in CI/CD, and get coverage reports.

Before
?Unknown doc accuracy
?No coverage metrics
?Reactive fixes
After Dokumen
87%Verified doc accuracy
145Tests running in CI
0Customer-reported doc issues

Measurable

Know exactly which docs are tested and which aren't. Track coverage over time.

Testable

Write tests in plain English. AI agents validate that your docs match reality.

Actionable

Get specific feedback on what's wrong. Fix issues before they reach customers.

What this enables

Catch documentation errors before they cause AI failures
Track documentation health alongside code quality
Get alerts when docs drift from actual behavior
Prove compliance with documented policies
Build customer trust with verified documentation

Three agents. One source of truth.

Our Executor-Judge pattern ensures objective, reproducible validation of your documentation.

Step 1

Executor Agent

Reads your documentation and performs tasks exactly like a customer would. Uses the same tools and follows the same instructions.

Step 2

Judge Agent

Evaluates executor output against your assertions. Returns PASS, FAIL, or SKIP with confidence scores and detailed reasoning.

Step 3

Coverage Tracker

Maps which documentation files are tested by which tests. Shows coverage gaps and identifies stale content automatically.

The Continuous Loop

Code changes
Tests run in CI
Docs validated

Every commit. Every merge request. Automatically.

Everything you need to trust your docs

A complete toolkit for documentation validation, designed for organizations where accuracy is non-negotiable.

Natural Language Tests

Write tests in plain English. Product managers and compliance teams can define assertions without touching code.

YAML-based test definitions
Custom assertions and judges
Intelligent file discovery

Compliance Dashboard

Track documentation health over time. Export audit trails. Meet regulatory requirements with confidence.

Audit logs for every test run
PDF report exports
Historical trend analysis

CI/CD Integration

Run tests on every commit. Get results in your merge requests. Block deploys on failures.

Line-Level Coverage

See exactly which documentation lines are tested. Identify gaps before they cause issues.

Issue Tracking

Failed tests automatically create GitLab issues. Track documentation debt alongside code debt.

Works With Your Stack

Git, Notion, Confluence. GitLab, GitHub. Wherever your docs live, Dokumen tests them.

Built for teams who can't afford wrong answers

Whether you're powering AI features, managing internal knowledge, or meeting compliance requirements, documentation accuracy matters.

Primary Use Case

AI-Powered Products

Your AI features are only as good as the documentation they rely on. Validate that your docs accurately describe your product's behavior before AI uses them to answer customers.

Customer support chatbots
AI assistants and copilots
Automated documentation generators
RAG-powered search systems

Internal Knowledge & Operations

Internal wikis, runbooks, and process documentation become stale fast. Test that your operational docs still match reality before they cause costly mistakes.

Engineering runbooks
Onboarding documentation
Policy and procedure guides
Technical specifications

Compliance & Regulated Industries

Regulatory documentation must be accurate. Dokumen provides audit trails and validation reports that prove your docs match your actual practices.

Financial services compliance
Healthcare documentation
Legal and regulatory filings
Security and privacy policies
Industries we serve:
FintechHealthcareLegal TechEnterprise SaaSInsuranceE-commerce

Measurable

  • Coverage metrics for every file
  • Historical trend tracking
  • Team performance dashboards

Secure

  • SOC 2 Type II compliant
  • No document content retained
  • Self-hosted deployment option

Supported

  • Dedicated success manager
  • Slack/Teams integration
  • 99.9% uptime SLA
99.9%
Uptime SLA
<1s
Avg response
0
Data retention
24/7
Support

Start with a pilot, scale with confidence

Try Dokumen risk-free with our guided pilot program. See measurable results before committing.

Recommended

Pilot Program

3-month guided implementation with success criteria

$3,500- $7,500
One-time, based on team size
  • Full platform access for your team
  • Dedicated implementation support
  • Custom test development assistance
  • Integration with your CI/CD
  • Weekly progress reviews
  • Success criteria defined upfront
Start a Pilot
After Pilot

Standard Pricing

For teams ready to scale documentation testing

$19/ seat / month
Billed annually. Volume discounts available.
  • Unlimited test runs
  • File-level coverage tracking
  • CI/CD integration
  • GitLab & GitHub support
  • Team collaboration
  • Audit logs & compliance reports
  • Priority support
  • Custom integrations
Contact Sales

Common questions

Frequently asked questions

Everything you need to know about Dokumen.

Dokumen uses an Executor-Judge pattern. The Executor agent reads your documentation and performs tasks using the same tools your customers would use. The Judge agent then evaluates the results against your assertions to determine if the documentation accurately describes the expected behavior.

Still have questions? Get in touch

Stop guessing. Start measuring.

Your team's documentation is too important to leave untested. Let Dokumen validate every page, every commit, every time.

30-minute session · See your docs tested live · No commitment required