Air Canada · chatbot
Invented a refund policy.
Closer thanit looks.
Attackers automated first. This is what that looks like now, outside your walls and inside them.
$16.6B
lost to cybercrime reported to the FBI in 2024, up a third
2×
breaches involving a third party, 15% to 30%
17
organizations extorted by one attacker using AI
$10.2M
average cost of a US data breach, a record
Sources: FBI IC3 2024 · Verizon DBIR 2025 · Anthropic, Aug 2025 · IBM Cost of a Data Breach 2025
- 2024
15,000 dealerships, dark.
CDK Global · BlackSuit
- 2024
165 companies, one data platform.
Snowflake customers · stolen logins
- 2024
190 million people’s health data.
Change Healthcare · ALPHV
When your own AIis the risk,it’s on us.
The risk moved inside. The guard is the same engine, inverted: it keeps your agents and assistants from becoming the breach.
Replit · agent
Deleted a production database.
Step Finance · agents
~$27M, gone.
rule“Refunds over $500 need a person.”Signed
agent.callrefund $4,200 · order 88213Blocked
agent.callDROP TABLE customersBlocked
agent.replyrefund policy v2.1, quotedAllowed
agent.callexport 12,000 customer emailsBlocked
ledgersha256:7e1d…c09aSigned
3 blocked before execution · 1 allowedIllustrative · anonymised
- One environment variable.
- Plain-English rules, enforced before execution.
- The same signed ledger: proof of everything.
650+
customer companies’ data exposure, found and blocked within 48 hours.
Find your doorbefore they do.
One free probe. Signed rules. Findings on the table.