Works

Projects, and what changed because of them.

A selection of recent engagements. Clients are described by sector rather than named, and figures are those the client agreed we could share.

Real estate2025

Offer-to-contract automation for a property brokerage

A brokerage was assembling and chasing purchase offers by hand across email, spreadsheets and a CRM that nobody trusted. We modelled the whole offer lifecycle as automated workflows, generated the contract PDFs from templates, and closed the loop by tracking replies back into the pipeline automatically.

~15hof manual admin removed per week
1 sourceof truth for offer status, replacing three
Same dayturnaround on offers that previously took days

Workflow automationCRMPDF generationWebhooks

Fintech2025

Reconciliation platform for a payments company

Daily settlement was reconciled in spreadsheets, and a mismatch could take an analyst a full day to trace. We built an ingestion and matching service with a clear audit trail, so breaks surface immediately and every adjustment is attributable.

Minutesto trace a break, down from most of a day
100%of adjustments carry an audit trail
Dailyclose moved from best-effort to reliable

GoPostgreSQLEvent ingestionAudit logging

SaaS2025

Analytics rebuild for a B2B SaaS product

The in-product dashboard had grown to the point where common queries timed out and customers stopped trusting the numbers. We reshaped the data model, moved aggregation off the request path, and rebuilt the front-end around what customers actually looked at.

Sub-secondload on the dashboards that used to time out
-70%query cost after remodelling aggregation
Zerodowntime during the migration

Next.jsData modellingCachingMigration

Healthcare2024

Retrieval assistant for a clinical operations team

Staff were searching several document stores by hand to answer routine policy questions. We built a retrieval system over the approved document set, with citations on every answer and an evaluation suite that runs before each release so accuracy is measured rather than assumed.

Citedsources on every answer, no exceptions
Gatedreleases behind an automated accuracy suite
Scopedstrictly to approved, non-patient documents

RAGEvaluationPythonAccess control

E-commerce2024

Headless replatform for a multi-market retailer

A monolithic storefront made every campaign a developer ticket and every market launch a rewrite. We moved the retailer to a headless architecture where the merchandising team ships content themselves and a new market is configuration rather than code.

3 marketslaunched on one codebase
Self-servecampaign publishing for the marketing team
Fasterpage loads on every measured template

Headless CMSNext.jsi18nEdge caching

Manufacturing2024

AI enablement programme for an engineering group

Leadership wanted AI adoption without a wave of unreviewed tooling appearing across the business. We ran a hands-on programme built on the group's own workflows, and left behind written playbooks and a review process the team runs themselves.

6 weeksfrom first workshop to independent practice
Own workused as the training material, not generic exercises
Playbooksand a review process owned by the client

TrainingEnablementGovernancePlaybooks

Client names are withheld under confidentiality agreements. We are happy to talk through any of these in detail on a call.

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