Work

Case studies

We embed AI-native software engineers inside your team to ship your vision. These are the visions that shipped.

PCB Partners

PCB Partners

Systematic buy-side origination, built inside PCB Partners

An acquisition thesis goes in. A verified, scored longlist comes out, with the outreach letters, CRM records and meeting-ready target profiles behind it.

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7 → <1
analyst days to build a longlist
51 vs 19
letters in a day, autonomous against analyst-drafted
£1.1m
of fee capacity unlocked a year, on a 5 analyst desk
2.1 FTE
of analyst time back onto deal flow
In detail: How it works

Tangent

Tangent
A live rehearsal in Learn by Mentoring: an AI mentee's avatar inside a glowing aura on the left, the live transcript of the conversation on the right.

Learn by Mentoring, a leadership-skills gym built for Tangent

A working product in four weeks: narrated chapters, a voice rehearsal against an AI mentee, and competency scores that only move when a rehearsal earned it.

4 weeks

from a signed agreement to a handed-over product

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Taleva

Taleva
A negotiated term sheet drafted by Taleva agents, ready for counter-signature

Agent-to-agent hiring: a negotiation layer for the talent market

Candidate agents and employer agents negotiate fit, salary and conditions privately. The first human meeting starts from an agreed term sheet.

11,000/min

applications hitting LinkedIn, up 45% year on year

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Automotive retail

A service adviser taking a customer call at a car dealership

Hey, we built Aria, the future of agentic telephony

Aria answers dealership service lines 24/7, books real diary slots, and puts every call on a dashboard. Speak to her live.

24/7

every call answered, including out of hours

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Dongchu Technology

Dongchu Technology
An isometric render of a bench of laboratory instruments: a solvent rack over stacked modules, a mass spectrometer, trays of sample vials and separation columns, linked by a single traced line.

A bilingual regulatory workspace for clinical instruments entering China

A production workspace for coordinating the source evidence, Chinese submission material and human decisions behind an imported clinical instrument registration.

80%

reduction in registration-process time

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Simitive

Simitive

Agent-led, Human-gated SDLC with Simitive

Advising Simitive on agents that run in the delivery pipeline rather than on laptops.

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UK Valves Direct

UK Valves Direct, industrial solutions
The product finder answering a plain-English valve request on the UK Valves Direct storefront

Making 1,126 valve products searchable in plain English

A product finder that understands size, material, connection and certification, then answers with real SKUs, prices and product links.

72%

faster to a relevant product in staff task testing

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UK Valves Direct

UK Valve Direct, industrial solutions
The UK Valves Direct quote request page

Unifying inventory visibility across a multi-supplier distribution network

A catalogue several times the size of the warehouse, fourteen supply relationships, and an availability model built to tell the difference.

2h 55m → 48m

median standard quote

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Does one of these look like your process?

Every system here started as a 30 minute call. If a page above reads like your own workflow, that call is enough to work out whether the same shape applies.