CASE STUDY · PRODUCT
A scoring engine built from zero, with AI in the workflow
A brand-new application that scores and prioritises opportunities — designed, built and shipped from nothing.
The challenge
Prioritising the work was a judgement call.
Deciding which opportunities were worth pursuing happened case by case, in someone’s head. It worked at low volume and stopped working as the volume grew.
What we built
The firm’s own logic, running consistently.
We designed and shipped a custom application from the ground up — it ingests the data, applies the firm’s own scoring rules, and surfaces what is worth acting on. AI is woven into the workflow rather than bolted on the side.
The outcome
Consistent prioritisation, every time.
Scoring that used to depend on who was looking at it now runs the same way every time, so attention goes to the opportunities that actually pay.
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30 minutes. We’ll find the repetitive work worth automating.
MG Consulting