Findings pending design-partner beta — scaffold only— no findings are fabricated on this page.

Customer Proof

We didn't ask them to be case studies. We asked them to run a scan.

Every future case on this page will come from a real scan against a real staging or production AI agent. Company names, agent identifiers, and specific findings are anonymised where the customer hasn't consented to attribution — the risk scores and remediation timelines are not. Until then, this page is a scaffold.

Design partner program Read the docs

Scaffold — no live customer data yet. Stats and findings below are placeholders.

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OF SCANNED AGENTS HAD ≥1 CRITICAL FINDING

scaffold

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AVERAGE TIME TO FIRST CRITICAL FINDING

scaffold

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AVG RISK SCORE REDUCTION AFTER REMEDIATION

scaffold

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AVG TIME FROM SCAN TO VERIFIED FIX

scaffold

Case Studies

What we actually found —
and what happened next.

Each case below will cover one scan, one finding worth talking about, and the remediation timeline that followed. No composite numbers, no rounded-up percentages. Today they are placeholders.

Financial Services · Wealth Management

Case 01 — Partner scan (pending attribution)

Pending probe count · Pending suite · Pending tier

Findings pending design-partner beta — scaffold only

BEFORE

—

→

AFTER

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One scan · One finding · One remediation — scaffold

This case will describe a real agent, a real probe, and the exact violation the judge confirmed — once partner data is cleared for publication. We do not fabricate tool names, prompts, or severities.

The timeline from first scan to verified fix will be shown exactly as it ran, with the re-scan that proved the remediation.

Placeholder — no quote yet

“Findings pending design-partner beta — scaffold only — this block will hold a real customer quote once the design-partner beta completes.”

— Pending partner attribution

Findings—

Root causeFindings pending design-partner beta — scaffold only

Remediation—

Time to fix—

Verification—

THE FINDING THAT WILL CHANGE THE ROADMAP

Findings pending design-partner beta — scaffold only — this strip will summarise the policy or engineering change the partner shipped after the scan.

Timeline will be added post-beta.

Healthcare · Patient Services

Case 02 — Partner scan (pending attribution)

Pending probe count · Pending suite · Pending tier

Findings pending design-partner beta — scaffold only

BEFORE

—

→

AFTER

—

One scan · One finding · One remediation — scaffold

The timeline from first scan to verified fix will be shown exactly as it ran, with the re-scan that proved the remediation.

Placeholder — no quote yet

“Findings pending design-partner beta — scaffold only — this block will hold a real customer quote once the design-partner beta completes.”

— Pending partner attribution

Findings—

Root causeFindings pending design-partner beta — scaffold only

Remediation—

Time to fix—

Verification—

THE FINDING THAT WILL CHANGE THE ROADMAP

Findings pending design-partner beta — scaffold only — this strip will summarise the policy or engineering change the partner shipped after the scan.

Timeline will be added post-beta.

Legal Services · Client Intake

Case 03 — Partner scan (pending attribution)

Pending probe count · Pending suite · Pending tier

Findings pending design-partner beta — scaffold only

BEFORE

—

→

AFTER

—

One scan · One finding · One remediation — scaffold

The timeline from first scan to verified fix will be shown exactly as it ran, with the re-scan that proved the remediation.

Placeholder — no quote yet

“Findings pending design-partner beta — scaffold only — this block will hold a real customer quote once the design-partner beta completes.”

— Pending partner attribution

Findings—

Root causeFindings pending design-partner beta — scaffold only

Remediation—

Time to fix—

Verification—

THE FINDING THAT WILL CHANGE THE ROADMAP

Findings pending design-partner beta — scaffold only — this strip will summarise the policy or engineering change the partner shipped after the scan.

Timeline will be added post-beta.

Additional scans are expected with organisations in insurance, enterprise SaaS, and public sector procurement under active NDA. Ask your design-partner contact for a live reference call rather than a written case study until this page graduates from scaffold.

What actually happens

From first scan to
verified fix — the real timeline.

This is the intended timeline for every case study that will appear here. Durations are medians from the product spec — not yet populated with partner data.

Configure & connect

System prompt, tools, RAG sources, guardrails. No SDK, no code changes.

~5 MINUTES

First CRITICAL confirmed

Tier-3 judge confirmation — not a heuristic flag, a reproduced exploit.

~4m 51s MEDIAN (scaffold)

Remediation generated

System prompt hardening, guardrail configs, or a flagged engineering fix.

SAME SESSION

Fix verified, re-scanned

The exact failing probes re-run against the deployed fix — not a new scan, the same one.

~11 DAYS MEDIAN (scaffold)

Findings pending design-partner beta — scaffold only — timeline durations above are spec medians, not yet partner-verified.

Your agent hasn't been scanned this way yet.

Every future case study on this page will start the same way every early access account starts — a free first scan, no sales call required. Join the design-partner waitlist to be notified when the first findings publish.

Request Early Access See EU AI Act coverage

Customer names withheld by request when published · Findings and figures will be real, unaltered scan data · Findings pending design-partner beta — scaffold only

We didn't ask them to be case studies. We asked them to run a scan.

Scaffold — no live customer data yet. Stats and findings below are placeholders.

We didn't ask them to be case studies. We asked them to run a scan.

What we actually found —and what happened next.

From first scan toverified fix — the real timeline.

Your agent hasn't been scanned this way yet.

We didn't ask them to be case studies. We asked them to run a scan.

What we actually found —and what happened next.

From first scan toverified fix — the real timeline.

Your agent hasn't been scanned this way yet.

What we actually found —
and what happened next.

From first scan to
verified fix — the real timeline.

What we actually found —
and what happened next.

From first scan to
verified fix — the real timeline.