Case studies

Eight engagements, documented end to end

Named clients, the constraint we walked into, the decisions we made, and the numbers that came out. Further engagements are available under NDA on request.

01Construction & infrastructure · Qatar

Engineering transformation on a $152M aviation accommodation complex

Owner-side design and commercial control across a 61,019 m² residential development for Qatar Airways Group, where every drawing revision carried six-figure site consequences.

$770K

Variation order revenue

903

Drawing packages approved

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02Mobility · Germany

Full-stack autonomous driving moved out of simulation and into two test vehicles

A next-generation urban mobility platform had an autonomous driving stack that performed in simulation and had never been integrated into a production-representative vehicle.

Test vehicles equipped

Full

Stack running on-vehicle

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03Energy technology · Five regions

Cutting twenty candidate AI use cases down to the six worth building

Three digital product teams inside a global energy technology business had twenty proposed agentic AI applications, no shared way to compare them, and no budget to build all of them.

20 → 6

Use cases prioritised

€3.4M

Revenue potential per project

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04Automotive · Algeria

Restructuring a $400M automotive joint-venture investment case

A proposed manufacturing joint venture cleared its strategic rationale and failed its returns test. Headquarters would not approve it, and the local partner would not restructure without a reason.

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05Healthcare & private capital · Germany

An investment-ready validation strategy for a liquid-biopsy diagnostics venture

A diagnostics venture with two credible product concepts and promising early data needed to become fundable — which meant sequencing scientific risk, not just presenting it.

50+

Clinics engaged

€750k

Pre-seed round scoped

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06Fintech · Real-time market intelligence

ProfitScout: turning a live market into clear, real-time trading signals

An AI-driven stock screening and market-intelligence platform built from the ground up — real-time charting, intelligent scanners and live signals for intraday and swing traders.

<1s

Live data latency

Timeframes synced live

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07AI SaaS · Home services vertical

Replacing a prototype backend with a production-grade AI call pipeline in 12 weeks

An AI voice platform for home service businesses had paying customers and a Series A four months out — on infrastructure that could not survive either.

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08Health tech · AI orchestration

Unblocking a sixty-day AI stall in a five-day sprint

A three-agent clinical document pipeline worked in the demo and failed in production. Six failure modes had held it back for two months.

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