deftli

Every change, in order.

Marshal by deftli is the system of record for AI-built software. It turns business intent into verified releases, with evidence for every decision.

See how a change moves

Intent in, evidence out.

Marshal governs the whole chain from business requirement to release evidence. Every change is planned, built, checked and shipped in order, and each step keeps its evidence.

Run 4312Brief 2041: Add invoice exportExample
  1. PlanIntent recorded as Brief 2041Decision D-118 recordedYou
  2. BuildChange built by your coding agentPR 482, 14 files changedCoding agent
  3. TestVerifier gate passed38 of 38 checks passedMarshal
  4. ShipRelease to productionRelease gate: waitingNeeds your decision

Marshal ran 38 checks in Run 4312 ยท 1 needs your decision

An example run record. The values are illustrative.

One record for every change.

Humans own the decisions that matter. Marshal records every check, decision and dollar.

One decision register

Every decision on every change, in one place, with the evidence behind it.

A gate on every change

A producer builds each change, and a separate verifier checks it before it moves on.

A value ledger

The cost of each shipped work package, measured release by release.

AI does the work.You own the decisions.The value is proven.

You keep intent, acceptance and irreversible actions. Marshal does the rest, keeps the evidence, and works with the coding agents your teams already use.

A board-ready record of how your software is decided, built and proven.

For the CPO
Business intent in, verified releases out. Every change traces back to the requirement that asked for it.
For the CIO
Governed autonomy for the coding agents your teams already use, with a gate on every change.
For the CFO
A value ledger that shows the cost of each shipped work package, so you can see what the throughput costs.

Ship at machine speed. Prove every change.

deftli builds Marshal in Australia.