Your AI agent just ran
7 steps on production.

It says it succeeded.

Can you prove what it did?

The Audit Question

Your auditor asks:

"Show me the exact state before and after data sanitization."

"Prove PII was removed before it left step 3."

"Can you replay step 4 to verify the output?"

You have nothing to show.

Deterministic Execution

flyto-core — execution engine with built-in audit trail.

Every step captures full state. Not logs. Evidence.

Evidence Trace Replay Audit

7-Step Compliance Pipeline

Same task. Full audit trail.

Evidence: ON   Trace: ON

Every step: input, output, timing, context before, context after.

Stored to disk. Queryable. Replayable.

Audit Trail

Structured trace — not a log file.

Evidence snapshots — the full state at every step boundary.

Your auditor can now verify:

What entered each step
What left each step
Exactly when, and how long

Step 4 Fails.

Typical agent: re-run everything from scratch.

flyto-core: evidence captured even on failure.

You know exactly:

What state caused the failure
What succeeded before it
The exact error output

Replay From Failure

Fix the issue. Replay from step 4.

The engine loads the context snapshot at that step.

Re-executes only steps 4-7.

No re-fetch. No re-sanitization. Deterministic.

Execution shouldn't be
a black box.

Auditability is not optional.