Glossary · Decision trace

Decision trace

A decision trace is a structured record of why a decision was permitted, captured at the moment it was made. It holds the inputs consulted, the policy applied, any exception granted, the precedent inherited, and the identity accountable for it, in a form another party can verify without access to the originating system.

What it contains

A trace is not a log line. It records the evidence an agent or person consulted, the version of the policy in force, the reasoning that connected the two, and the outcome. Because it is captured at execution time rather than reconstructed afterwards, it reflects what was actually known when the decision was taken rather than what could be pieced together later.

Why it is different from a log

Audit logs answer the question "what happened". A decision trace answers "why was this allowed". That distinction is what regulators, auditors, and courts actually probe, and it is the part that conventional systems discard because the reasoning lived in a person or a model rather than in a field.

Why traces compound

Once decisions carry their reasoning, they become precedent. An agent facing a similar case can inherit how comparable situations were handled rather than starting from the raw data, which is why a system that records traces improves over time instead of merely repeating itself.

In practice

A customs agent clears a shipment at 02:14. The trace records the three supplier attestations it read, the tariff policy at revision 14, the origin exception it applied because a tier-two supplier was newly certified, the two comparable shipments whose handling it inherited, and the compliance officer whose standing authorized that class of exception. Nine months later a regulator asks why that shipment cleared, and the answer is retrieved in seconds rather than rebuilt from email.

FAQ

Common questions about decision trace.

Is a decision trace the same as explainable AI?
No. Explainability techniques try to reconstruct why a model produced an output. A decision trace records the actual evidence, policy, and authority behind an action as it happens, which is a record rather than an inference about one.
Who can verify a decision trace?
Any party the publisher grants standing to. Because traces are enshrined in a decentralized knowledge graph rather than a vendor database, verification does not require access to the systems that produced them.
Does capturing traces slow decisions down?
No, because the rationale is captured as part of the action rather than as a separate documentation step. Documentation written afterwards is the part that gets skipped under time pressure.
Related terms

Read next.

Start free

Power up your business with the OriginTrail DKG.

Create Knowledge Assets, build shared context graphs, enshrine decision traces. Open-source infrastructure. Community support. Zero cost.

Go Pro

The full Network Operating System.

Custom agent frameworks (Hermes, OpenClaw, LangChain, Claude). Custom data pipelines. Custom integrations with your enterprise systems. Dedicated infrastructure and support.