AI assurance platform
Test AI models on the fly.
incompli registers every AI system you operate, runs adversarial test batteries against it, and holds the release gate until the evidence says otherwise — with an audit trail regulators can read.
- 6
- test harnesses
- 4
- frameworks mapped
- 0
- keys stored by us
Composite score
Gate: fail78.2
- Prompt injection18p92 / floor 80
- Jailbreak16p88 / floor 80
- Data & PII leakage14p61 / floor 90
- Toxicity & harm12p85 / floor 85
- Bias & fairness14p64 / floor 70
- Factual grounding10p79 / floor 70
system blocked · 2 findings raised · audit entry written
Evidence mapped to
Most AI governance is a document that nobody tested.
Policies get written, committees get formed, and the model still goes live without anyone proving it resists a jailbreak or refuses to leak training data.
incompli closes the loop: the same platform that tests the system is the one that decides whether it may ship, and the one that keeps the receipt.
Product
Everything between "we built a model" and "we can defend it"
Adversarial testing
Prompt injection, jailbreak, data leakage, toxicity, bias and hallucination batteries run against your live endpoints — not a spreadsheet of intentions.
Governance gates
Every harness has a floor you control. Miss it and the system is blocked from release, with the decision written to the audit log.
Framework mapping
Results map to the EU AI Act, NIST AI RMF, ISO/IEC 42001 and the OWASP LLM Top 10, so evidence lands where auditors look for it.
Assurance artefacts
Model cards, FRIA records, risk tiering and sign-off gates assembled from real test evidence rather than written from memory.
Stop-the-line control
A kill-switch record for every system: who can pull it, how it is triggered, and what happened the last time it was used.
Board-ready reporting
Compliance evidence packs and board retrospectives you can print, or share on a link that expires after seven days.
How it works
Four steps from registered to released
- 01
Register the system
Describe the AI system, set its risk tier and purpose, and name the people accountable for it.
- 02
Attach the model
Point incompli at the endpoint under test. Credentials stay in your own secret store — incompli only holds a reference.
- 03
Run the battery
Pick a test suite and start a run. The harness scores each category and streams results back as they land.
- 04
Let the gate decide
Scores are judged against your floors. Pass and it ships. Fail and the system is blocked until it is remediated and signed off.
Product tour
Walk the whole journey before you sign up
Four steps, start to finish. Pick one to see what it actually looks like inside incompli.
Register the model you want tested
Point incompli at any hosted or private model, tag what it is used for, and set its risk tier under the EU AI Act. Takes about a minute.
- OpenAI, Anthropic, Gemini, Bedrock, or your own endpoint
- Risk tier and intended use recorded up front
- API keys never stored by incompli
OpenAI
gpt-4o
Anthropic
claude-3-5-sonnet
Google Gemini
gemini-1.5-pro
AWS Bedrock
titan-text-premier
Keys stay in your own environment · incompli stores a reference only
Find your package
Answer four questions, see what you need
No form, no sales call. The recommendation updates as you choose.
Which sounds like you?
How many AI models?
What do you need out of it?
Any security requirements?
Individual
$100
per month · first 15 days free
Test your models properly and read exactly where they failed.
One model, testing and results. Start free for 15 days and move up whenever your needs grow.
- 3 AI systems, 1 seat
- All six attack batteries
- Probe-level failure transcripts
- Scores against the regulatory floor
Frameworks
Evidence that lands where auditors look
Every test definition is mapped to the controls it satisfies, so a compliance pack is assembled from runs you already did rather than written the week before an audit.
Your credentials stay yours
- Model API keys are never stored by incompli — only a reference to where they live.
- Every organisation's data is isolated at the database level, not just in the UI.
- Four roles, from full control to read-only auditor, with actions hidden accordingly.
- Shared reports expire on a timer and can be revoked the moment you change your mind.
Built for the whole accountability chain
One platform, four points of view
Chief AI Officer
Portfolio-wide scores, blocked systems and sign-offs awaiting a decision.
AI ethics board
FRIA reviews, risk register, and the gate approvals that carry their name.
Engineers and stewards
Register systems, run batteries, work findings down to zero.
Auditors
Read-only access to evidence, reports and the complete audit trail.
Pricing
Priced per organisation, not per test
Run as many batteries as your systems need. Start free while you evaluate and move up when incompli becomes the record of how you govern AI.
Solo builders evaluating a model
Individual
$100
per month
First 15 days free
For solo builders evaluating a model. Free for 15 days.
- 15 days free, then $100 per month
- 3 AI systems, 1 seat
- AI Test Run — all six attack batteries
- AI Test Findings with probe-level evidence
Auditors, consultants and assessors
Auditor & Consultant
$2,000
per month
For auditors, consultants and assessors working across client systems.
- Audit runs, observations and score comparison
- Compliance map and evidence packs
- Comprehensive model cards
- Expiring share links
- Impact assessments
- Multiple client systems and seats
Companies governing their own AI
Enterprise
$5,000
per month
For companies governing their own AI. The full governance system.
- Governance gates and sign-offs
- Custom pass floors and stop-the-line holds
- Impact assessments and risk register
- Comprehensive model cards and compliance packs
- Single sign-on, self-hosted test harness and priority support
- Unlimited systems, runs and seats
| What's included | Individual | Auditor & Consultant | Enterprise |
|---|---|---|---|
| AI Test Run and AI Test Findings | |||
| AI Regulations | — | ||
| Model cards | — | ||
| AI Compliance dossiers | — | ||
| Score comparison | — | ||
| Expiring share links | — | ||
| Impact assessments | — | ||
| Governance gates and sign-offs | — | — | |
| Custom pass floors | — | — | |
| Stop-the-line holds and risk register | — | — | |
| Single sign-on | — | — | |
| Self-hosted test harness | — | — | |
| Priority support | — | — |
All plans include the full test battery, gate enforcement and the audit trail. Invoiced monthly or annually.
FAQ
Questions worth asking
Prove it before you ship it.
Register your first AI system, run a battery against it, and see exactly where the gate stands — in an afternoon.
Get started free