The first time an agent is confidently wrong, someone will ask why. If the honest answer is “we can’t tell”, the automation gets switched off that afternoon — and rightly so.
So logging isn’t a compliance checkbox here. It’s the thing that decides whether an automation survives contact with a bad day.
The decision trail
For every action an agent takes, we record what it was asked, which sources it read, what it concluded, and how confident it was. Not a summary — the actual inputs, so a decision can be reconstructed rather than guessed at.
That matters most in the boring case. When something works, nobody looks. When something doesn’t, the difference between a five-minute fix and a week of speculation is whether that trail exists.
What we deliberately don’t keep
Logging everything forever is its own risk. Two rules:
- Payloads are retained only as long as the decision they explain is useful to review
- Anything the agent didn’t actually use to decide doesn’t get stored alongside the decision
If a workflow reads a customer record and only needs the account tier, the trail records the tier and the fact that the record was read — not a full copy of the record sitting in a log for two years.
Who can see it
Access to decision trails follows access to the underlying data. Someone who couldn’t open the ticket can’t read the log of an agent that handled the ticket.
A log that’s easier to reach than the data it describes is a way around your permissions model, not an addition to it.
Retention is a conversation, not a default
Different workflows justify different windows. A routing decision is rarely interesting after a month. Anything touching billing or access probably needs to stay longer, and in some sectors that’s not optional.
We’d rather set that per workflow with you than pick one number and apply it everywhere.
The test worth running
Pick an automated decision from last week at random and try to explain it end to end, using only what’s recorded.
If you can, you’re in good shape. If you can’t, you’ve found the gap before it finds you — which is the whole point of doing this exercise on a quiet Tuesday rather than during an incident.
