Use Cases

Score and route incoming enquiries against your own criteria, with a written rationale attached.

First-line answers grounded in your documentation, with citations and designed escalation.

Let your team find the answer that already exists, with permissions respected and sources shown.

Extract structured records from invoices, contracts and forms, with a review threshold before anything is written.

Keep the CRM accurate without asking salespeople to become data entry clerks.

Replace a site that cannot be updated, cannot be found and cannot be measured.

A block library that turns a new campaign page into a content task, not a development project.

Replace the load-bearing spreadsheet without stopping the work that depends on it.

Connect systems properly — with validation, retries, idempotency and an audit trail.

One agreed set of numbers, visible to the people accountable for them.

The smallest version a real customer can use in production and be invoiced for.

Give clients their own data — documents, statuses, requests — instead of emailing it on request.