Case studies from real delivery work
Applied AI in production-like environments
Explore how Miniml designs and ships AI systems around real operational constraints, governance requirements, and measurable workflow outcomes.
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End-to-End AI Automation for a Mortgage Brokerage
Confidential Mortgage Brokerage • Financial Services / Mortgage Operations • Delivered
A bespoke AI automation platform for a mortgage brokerage that classifies emails, processes documents, updates case management workflows, and keeps humans in control of critical actions.
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AI Medical Scribe for NHS Lothian
NHS Lothian • Public Healthcare / Primary Care & Outpatient Departments • Prototype Complete, Clinical Validation Phase Pending
A locally controlled AI medical scribe built on open-source foundations for NHS infrastructure, structured notes, and SNOMED CT-aligned coding support.