Is this a platform licence or custom development?

Custom development. You own the implementation — prompts, pipeline code, and evaluation sets — not a seat in someone else's dashboard.

What happens when the model gets something wrong?

The design accounts for it: validation rules, confidence thresholds, and human review for anything consequential.

Model usage costs money per request. We give you the build cost and the running cost as separate figures so you can budget properly.

Smart pipelines that remove repetitive work and surface what matters. Built against your systems, not configured inside someone else's platform.

Pulling structured fields out of invoices, contracts, forms, and inbound email, then writing them into the system you already use.

Classifying and routing inbound requests and drafting replies for a person to approve before anything is sent.

Letting staff query scattered internal documentation in plain language, grounded in your own material.

Recurring research and summarisation run on a schedule instead of occupying someone's afternoon.

Each of these covers one part of the work, with the scoping questions, trade-offs, and costs specific to it.

Tell us what you need and we will come back with scope, timeline, and a rate — no obligation to proceed.