The security control plane for AI agents
Ship AI agents you can actually control
We break your agents, then hand you the guardrails that stop it. Every prompt, tool call, and decision — tested before production, enforced in it.
A live trace. Every probe, every path in, every decision the agent makes under attack.
Decision flow
Traditional security watches execution. AI security must understand decisions.
A manipulated decision never trips an alert. It just comes back wrong, and looks right.
Nobody breaks in. They just leave a note where the agent will read it.
Four steps. No exploit, no CVE, no malware. Here's the whole attack.
Step 01
Find what it reads.
An invoice, a ticket, a wiki page, a web result. Anything that reaches the context window.
Step 02 · attacker
Leave the instruction there.
White text, a code comment, alt text. The agent doesn't skim — it reads everything.
Step 03
Wait.
The agent stores it as trusted context. It's a document from a source you approved.
Step 04 · attacker
Let it use your permissions.
The agent does the work. Authenticated, in-scope, fully logged, and completely wrong.
The request succeeds. The decision doesn't.
Every attack we find becomes a rule that blocks it.
Findings don't ship as a PDF — they ship as enforcement. Every vulnerability Darkhunt finds converts into a runtime policy: deterministic, near-zero latency, blocking the request before it reaches execution. Then we attack it again to prove it holds.
When something does get through, you'll know in minutes — not quarters.
Every finding is traced back to its origin. Every decision, tool call, and policy violation is replayed to produce grounded evidence and prioritized fixes.
Proof your auditor is looking for
Every finding and every policy maps to the frameworks you're already accountable to.
OWASP Top 10 for LLMs
APPLICATION SECURITY
Every finding tagged to its category — prompt injection, data leakage, model theft.
NIST AI RMF
RISK FRAMEWORK
Findings mapped across Govern, Map, Measure, and Manage.
EU AI Act
REGULATION
Evidence aligned to high-risk system obligations, timestamped for audit.
MITRE ATLAS
THREAT MATRIX
Attacks classified by real-world adversary technique.
ISO 42001
AI MANAGEMENT
Controls mapped to the AI management-system standard enterprises now require.
See your own agent under attack.
Connect your agent. Trace every execution path and uncover every place it can be manipulated.