AI risk intelligence

Stress-test before
you ship

Describe what you are about to launch in plain English. Anomal finds the failure scenario before it finds you.

Press Enter or → for the full report

Free to start  ·  No card required  ·  Early beta
3–5 min
to generate a full report
15+
failure scenarios per run
5
risk categories covered
7
sections in every report
What you get

Everything you need to
ship with confidence

3 blockers found
A1Existential
Tax code miscalculation affects every pay run
A2Existential
Payment rail failure leaves half a payroll unpaid
D1Severe
No on-call owner means a failed pay run sits overnight

Scenario-level risk detection

Every report surfaces 15+ specific failure scenarios with named mechanisms, severity scores, and owners. Not a traffic-light matrix.

Risk coverage by category
Product & Technical
68%
Market & Commercial
46%
Regulatory & Legal
79%
Operations & People
54%
Reputational & Trust
38%
3 need attention2 on track

Full coverage across five categories

Product, market, regulatory, operational, and reputational — built for product launches, not compliance audits.

Share with your team in one click

Toggle a view-only link for standups and investors. Export a branded PDF when you need a file.

Live example

This is what a stress test
report looks like

15+ failure scenarios, 5 risk categories, launch gates, and crisis comms drafts. Your launch is next.

A1ExistentialLIKELY

Webhook retries silently drop payments

Idempotency keys are not enforced; retried webhooks double-post or drop on timeout — money moves with no reconciling audit trail.

Pre-launch: 6 weeks · If triggered: first pay cycle
  • Engineering: enforce idempotency keys on all payment webhook handlers before go-live
  • Ops: add reconciliation job that flags unmatched payment events within 15 minutes
Run your own stress test15+ scenarios · scroll-driven report
Severity × likelihood
ExistentialSevereDamaging
LikelyA1A2B1C1
PossibleC2D1E1
How it works

Plain English in.
Risk report out.

Three steps from launch brief to a report your team can act on the same day.

Step 01

Describe your launch

Product name, audience, and what keeps you up at night. Plain English is enough.

Step 02

Anomal stress-tests it

Five risk categories, 15+ failure scenarios, and severity scoring in one pass.

Step 03

Read and share the report

Action plans, comms drafts, launch gates. Share a link or export PDF.

Risk framework

Five categories. Full coverage.

Every launch is stress-tested across a framework built for product teams.

01

Product & Technical

Architecture fragility, dependency risks, performance under load, integration failures

02

Market & Commercial

Pricing sensitivity, competitive timing, channel conflicts, demand miscalculation

03

Regulatory & Legal

Compliance gaps, data privacy exposure, licensing obligations, jurisdictional conflicts

04

Operations & People

Team bandwidth, knowledge silos, vendor dependencies, support readiness

05

Reputational & Trust

Brand promise gaps, social proof deficits, crisis response readiness, stakeholder misalignment

Pricing

See a teaser free. Unlock the full picture.

Free
€0
See the teaser on your next launch
  • 2 stress tests
  • The Brief report
  • All 5 risk categories
  • Full report & evidence
  • PDF export & share link
  • Executive summary & playbook
  • Board deck & role views
Get started
Most popular
Pro
€59/month
Full picture for founders who ship often
  • Unlimited stress tests
  • Full report & all scenarios
  • Evidence anchors & exec summary
  • Crisis playbook & launch gates
  • PDF export & share link
Upgrade to Pro
Enterprise
€499/seat/month
Board-ready briefings for product teams
  • Everything in Pro
  • CEO · Eng · Legal · Ops role views
  • 8-slide board deck export
  • Scrolly evidence archive
  • Team workspace & audit trail
Contact us
Questions

What founders ask us

Your inputs are encrypted in transit, stored in your private account, and not used to train AI models. We do not sell your data. For sensitive launches, use codenames and redact partner or customer names. Avoid pasting attorney-client privileged material. Reports are private by default — you choose if and when to share.
Anomal analyses your launch description across five risk categories: product and technical, market and commercial, regulatory and legal, operational and people, and reputational and trust.
A risk matrix gives you coloured boxes. Anomal gives you named failure scenarios — the specific mechanism, which team member needs to act, how many weeks before launch, and what happens if the scenario triggers after launch.
No. Anomal is a pre-mortem tool — it helps you identify what to take to a lawyer or compliance advisor, not replace them.
3 to 5 minutes for a full report. You can watch the reasoning pipeline run in real time — each step is visible as it completes.
On Pro, you can toggle a view-only link from the report header so teammates and investors can open the Brief summary without signing in. Export a branded PDF when you need to share the full analysis.
Upgrade to Pro from your Account page after signing in, or email us at support@anomal-ai.com for Enterprise plans. We typically reply within one business day.

Ready to stress-test
your launch?

Free to start. Describe what you are shipping and get a structured risk report in minutes.

Run your first stress test →