AI as a working layer of the platform.

AI as a working layer of the platform.

Document parsing, entity extraction, compliance flagging, natural-language search.

Document parsing, entity extraction, compliance flagging, natural-language search.

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See Selected Work

Not a chatbot.
Not a feature.

We build AI as production infrastructure inside enterprise platforms. The kind that processes thousands of documents a week, flags compliance risks before a human sees them, and answers natural-language questions against proprietary data.

We build AI as production infrastructure inside enterprise platforms. The kind that processes thousands of documents a week, flags compliance risks before a human sees them, and answers natural-language questions against proprietary data.

We build AI as production infrastructure inside enterprise platforms. The kind that processes thousands of documents a week, flags compliance risks before a human sees them, and answers natural-language questions against proprietary data.

Find the bottleneck. Build for it.

Most AI work fails because it's added everywhere. We pick the one workflow where AI removes hours of human labour — and build for that. Then the next. Then the next.

Most AI work fails because it's added everywhere. We pick the one workflow where AI removes hours of human labour — and build for that. Then the next. Then the next.

Most AI work fails because it's added everywhere. We pick the one workflow where AI removes hours of human labour — and build for that. Then the next. Then the next.

Document Intelligence

Document Intelligence

OCR and structured extraction from financial documents, regulatory filings, contracts. Replaces manual data entry with reviewable pipelines.

OCR and structured extraction from financial documents, regulatory filings, contracts. Replaces manual data entry with reviewable pipelines.

Entity Extraction

Entity Extraction

Identifying companies, people, instruments, and the relationships between them, for compliance review, due diligence, and risk flagging.

Identifying companies, people, instruments, and the relationships between them, for compliance review, due diligence, and risk flagging.

How an AI engagement runs.

How an AI engagement runs.

01 — DIAGNOSE

Find The Workflow

We map the workflows where AI would remove measurable hours of human labour. Most engagements rule out three before settling on one.

02 — DESIGN

The Pipeline

Integration architecture, data flow, evaluation criteria. We agree what "working" means before we build it.

03 — BUILD

Production Infrastructure

Models, prompts, retrieval, vector storage, evaluation suites. Built into the platform, not bolted on.

04 — MEASURE

Hours Saved, Errors Caught

We begin with a comprehensive audit of your current systems. This helps us identify areas for improvement.

SELECTED WORK

We build for organisations where shipping matters.

Prototype and Narrative

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Boston Consulting Group

AI-Powered Brand Management: A Vision for BCG

Prototype and Narrative

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Boston Consulting Group

AI-Powered Brand Management: A Vision for BCG

Prototype and Narrative

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Boston Consulting Group

AI-Powered Brand Management: A Vision for BCG

Digital First Investor

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UX UI and Tech

Digital Transformation for Adventum

Digital First Investor

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UX UI and Tech

Digital Transformation for Adventum

Digital First Investor

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UX UI and Tech

Digital Transformation for Adventum

SEO Friendly UI and Front End

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Media

Enhancing Engagement for a million Cinephiles

SEO Friendly UI and Front End

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Media

Enhancing Engagement for a million Cinephiles

SEO Friendly UI and Front End

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Media

Enhancing Engagement for a million Cinephiles

Let's build something that matters.

We work with a small number of enterprise clients at a time. If you're designing a platform that has to hold up under regulation, complexity, or scale — we should talk.

We work with a small number of enterprise clients at a time. If you're designing a platform that has to hold up under regulation, complexity, or scale — we should talk.

Start a project