Key terms extracted into structured records with a link to the clause, so a portfolio question becomes a query.
Reporting assembled from the underlying records automatically, with the source traceable per figure.
Qualification and follow-up that writes back to the CRM properly, so the pipeline reflects reality.
Internal tools for asset, tenant and maintenance management, replacing the workbook that currently runs it.
Short cycles, visible progress, and a scope you can change. You see working software every week rather than a status report.
The repository, the infrastructure code, the evaluation set and the documentation. In your accounts, under your licence, from the first commit.
Sample the document set, agree the fields that matter, and build the evaluation set from documents you already know.
Working extraction over a slice of the portfolio, with per-field accuracy reported honestly.
Review interface, reporting layer and CRM integration, rolled out asset class by asset class.
New documents processed as they arrive, with accuracy tracked and the field set extended as needs change.
Accuracy is reported per document type and per field. A number with no confidence attached is not useful.
Abstraction speeds up a lawyer or asset manager, it does not replace their sign-off.
Every extracted term links back to the clause it came from.
Tenant and financial information is scoped per role and never used for training.