Stop AI Agent Rogue
before it happens
Continuously validates your agents against intended behavior and adaptively enforces them. Prevents rogue actions, unauthorized changes, and ensures agents operate within intended parameters throughout their lifecycle.
How DataGusto Tools Work
How DataGusto is invoked as a tool
Before: Reactive Damage Control
After-the-fact:
Teams analyze "why didn't we prevent this?" after AI agents have already deleted databases, leaked data, or crashed systems.
Binary Thinking:
Organizations face an impossible choice: strict rules that break legitimate operations, or loose rules that allow catastrophic failures.
Unpredictable Failures:
Static rules only stop known problems. When AI agents find new ways to cause damage (like ignoring "code freeze" instructions), existing safeguards fail completely.
Reputation Destruction:
One AI disaster destroys years of trust. Headlines about deleted databases or data breaches can end careers and lose customers permanently.
After: Reactive Damage Control
1.Expected Action Generation: "Should Do" and "Should NOT Do" List Creation
datagusto analyzes human requests (e.g., "Create user management app") and automatically infers and generates actions typically required to achieve that intent and actions that should absolutely be avoided.
2.Real-time Action Validation:
Pre-execution Verification
Just before an AI agent executes any action (database queries, API calls, file operations, etc.), datagusto instantly checks whether that action is included in the generated "Should Do" list.
3.Agent Feedback and Enforcement
Rather than simply blocking actions, DataGusto provides AI agents with specific explanations of why the action is inappropriate and what should be done instead, guiding them toward appropriate behavior.
Integrates with your favorite Agent Framework
Start for free
Free
$0
Per Month
Standard
$99
Per Month
Please ask us anything about AI Agent and Data
Smith willson
Mao Parr
Smith willson
Tatsuya Nakamura, Ph.D
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