Public Contract Layer

The Public Contract Layer

A public contract is not read like any other text: the clause counts letter by letter and the wrong answer becomes a fine or a lawsuit. The layer reads the instrument end to end, points to the clause behind every obligation, deadline and adjustment, and feeds four studios from a single reading.

One reading, four studios

A contract read once feeds the four studios.

Contract Compliance Studio

Reads the contract end to end and points to the clause behind every obligation, deadline and adjustment.

Concession Structuring Studio

Models concessions and PPPs with every section anchored to a precedent project.

Concession Valuation Studio

Compares the granted asset's price against the sector benchmark and explains the gap.

Contract Performance Studio

Shows where margin leaks in operations and ties the deviation to contract risk.

Under the hood

The AI governance that runs underneath.

Each guarantee below is backed by a mechanism that already exists and verifies itself in the system. Nothing here is a promise — it is what the code sustains.

Every AI task declares which model it uses and how the output is checked before it counts.	AI task map — a CI gate rejects any AI call without a declared verification.
A second model runs in shadow over a sample; a switch only happens after it is measured and approved by a person.	Single model gate and shadow over a sample, live in production.
Five roles decide, per resource, what each user does — and whoever works the contract curates, the client approves.	Roles and per-user features, with a client approval queue.
What a person asserts has an author, a date and an immutable record of who signed in, what changed and what left.	Audit trail of access, change and export.
The clause citation is checked character by character in the original document, without AI. What does not match is discarded.	Literal verification at the source, separate from whoever writes.
Each studio's state is read from the system, not written by hand — when reality changes, the label follows on its own.	Living system map, with a gate that fails the build when doc and code diverge.