Non-deterministic behavior
Same input, different output. Hard to reproduce, harder to fix.
See exactly why your agent decided that
Reconstruct every decision—from LLM calls to tool selections—with interactive replay. Debug non-deterministic behavior. Build compliance confidence.
Start free replayThe problem with black-box agents
When an agent makes a surprising choice, you're left guessing. Was it the prompt? The model? A tool interaction? In regulated industries, guessing isn't an option.
Compliance blind spots
No audit trail means no proof you're meeting regulatory requirements.
Stakeholder skepticism
Business teams won't trust agents they can't understand.
How DecisionAudit works
Interactive decision replay
Step through every reasoning step, LLM call, and tool selection. See what the agent considered and why it picked one path over another.
Alternative paths visualized
Understand not just what happened, but what almost happened. Explore counterfactuals to improve prompt design.
Built-in compliance reporting
Generate audit trails that satisfy regulatory teams. Export decision logs with full context for record-keeping.
Non-technical stakeholder access
Compliance officers and business leads can review agent logic without reading code or prompts.
Built for regulated industries
If you're shipping agents in finance, healthcare, or other compliance-heavy sectors, DecisionAudit is designed to make auditing and explainability a feature, not a burden.
Finance & trading
Prove every recommendation and trade decision. Meet regulatory scrutiny with confidence.
Healthcare & diagnostics
Document reasoning for clinical decisions. Support explainability requirements for patient trust.
Enterprise AI ops
Debug production issues faster. Reduce time spent on "why did the agent do that?" incidents.
Pricing
Start free. Upgrade as you scale.
Free
Basic replay and decision visualization. Perfect for exploring how DecisionAudit works.
Pro
Advanced analytics, team collaboration, and compliance report generation.
Enterprise
Custom integrations, API access, and dedicated support for large-scale deployments.
FAQ
How does DecisionAudit capture agent behavior?
DecisionAudit instruments your agent runtime to log every LLM call, reasoning step, and tool selection. No code changes required—just integrate the SDK or API.
Does this work with any agent framework?
We're building integrations for popular frameworks. Early access will focus on LangChain and custom agent setups. Tell us what you're using—it helps us prioritize.
What about data privacy and compliance?
All decision logs are stored securely and encrypted. We support on-premise deployment for teams with strict data residency requirements.
Can non-technical stakeholders really understand the visualizations?
Yes. We design decision replays to be readable by anyone. No ML background required to see why an agent made a choice.