Valuation & monitoring platforms

You can't verify a promise. You can cite a proof.

Every field your platform populates about an AI-dependent credit, the mark, the covenant test, the monitoring flag, is filled from management data. The schema has no field for the behaviour of the system generating the numbers, because until now no validated feed existed to populate it.

In design · seeking platform integration partners

What this adds

The step that turns an assessed risk into a populated field.

Today's data model

Fields populated from management data.
Marks resting on issuer narratives.
Covenant tests run on filed numbers.
AI exposure a free-text note, not a field.
Validation ends where the borrower's systems begin.

With the substrate

A validated telemetry feed as a native field type.
Attestation state as a first-class attribute.
Named events a workflow can subscribe to.
An evidence format stable across borrowers.
One integration serving every fund on the platform.

What the market does not have is the step that turns an assessed risk into a populated field, a subscribable event, a counted exposure, and a portfolio signal.

Three artefacts

Three readings your schema can populate.

Calibrate, not test

Certified Miss-Rate

A default-precursor frequency bound; re-certification on model change, measured shift, or calendar.

Ships now · Rules tier

The attestation stream

Counted exposure, not certified narrative. See the field-level detail on the telemetry page.

Established statistics

Aggregate Drift

Early warning before the P&L, the mark, or the rating.

Field-level token detail lives on the telemetry page. Underwriting Telemetry →

Named events a workflow can subscribe to

Subscribable, in platform vocabulary.

Machinery in the system	Workflow event
Guarantee-invalidation event	A notifiable change in the evidence basis.
Re-certification (model change / shift / calendar)	A dated reset of the measurement.
Drift threshold breach	An accumulation signal at portfolio level.

One integration, many consumers

One appliance, one attested stream, three lines drawn on it.

Insurance meters it, equity receives the drift report, credit draws the covenant on it. The evidence does not change; the line drawn on it does.

Insurance meters Equity receives drift Credit covenants

Partnership under licence

Two asks.

1. An integration-scoping session, attestation and drift as a data source in your platform, under a field-of-use licence.

2. Identification of one pilot fund or client whose AI-dependent credits would populate the field first.

Schema and mechanism detail follow the licence, not the first meeting.

How the layers are licensed. Licensing → · SEP Licensing →

Honest boundary & status

Statistically certified action classes today are the Rules and Drift tiers; the Meaning tier joins only when its pre-registered experiment passes. The complete integrated system is not yet built and tested; research risk is concentrated in semantic governance. The USPTO application was filed 6 January 2026.

Triodian is not a lender, credit rating agency, valuation agent or financial adviser, does not hold an Australian Financial Services Licence, and does not issue, arrange or advise on credit or rating products.