Selected engagements

Work

Engagements from the last year, written up with the decisions that mattered. Clients are anonymised where they prefer it; we're happy to make introductions.

Apparel & retail · Commercial analytics

Gross-profit explainability over a knowledge graph

A weekly pipeline decomposes gross profit down its driver tree and attributes the variance in dollars. Deterministic math wherever a derivation exists; models only where one does not.

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15 weeksto a reconciling driver tree

Manufacturing · Supply chain

Shortage-response agents over live SAP data

Two production agents that read MRP data from SAP ECC and tell planners which shortages matter today, in ten weeks from kickoff to go-live.

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10 weekskickoff to go-live

Enterprise · Finance

An FP&A analyst agent that never does the math

A finance question-answering agent over SQL Server, Redshift and Oracle that routes to fixed, parameterised queries instead of generating SQL.

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15 weeksto six live use cases

Media · Digital library

Agent search over 100 million documents

Vertex AI Search deployment for a subscription reading platform: English and Spanish data stores, indexing pipelines, observability, and intent-aware ranking.

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100Mdocuments searchable

Software · Customer experience

Gemini Enterprise for 1,400 people

Full-organisation Gemini Enterprise rollout for a CX software company: Okta identity, ten connectors across first-party, federated, ingested and BYO-MCP sources.

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1,400+users on one rollout

Enterprise software · Internal developer platforms

A citizen-developer platform with zero manual console access

A self-service CI/CD platform that lets internal business teams ship their own apps through a single governed pipeline — zero manual cloud-console access, four delivery phases, foundation phase accepted in five weeks.

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5 weeksto foundation acceptance

Marketing technology · Creative platforms

Creative generation agents that never block on the model

An agent pipeline that generates brand-compliant marketing creative in the background, returns a session handle in under a second, and polls to completion instead of blocking the browser.

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13 agentsacross nine session types

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