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.
1 in 4
malicious breaches were AI-enabled, up 56% in a year
~3h
for AI agents to turn one stolen token into full cloud control
31%
of breaches start with an exploited flaw, now the #1 way in
$11.5M
average cost of a data breach in the US
Sources: IBM Cost of a Data Breach 2026 · Anthropic, Sept 2026 · Verizon DBIR 2026
- 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.