FWS is now an AI development studio.Read the story →

Proof, not promises.

Eleven projects across logistics, retail, legal, healthcare, finance, HR and jewellery. Different sectors, same job: AI built properly, integrated to last.

11
Case studies
8
Sectors served
3.1×
Avg delivery uplift
100%
Shipped to production
Cohaesio
Web app · AI triage

Cohaesio

An ops dashboard with AI triage that cut manual review by 68% and saved 22 hours a week.

Credence
Platform · AI decisioning

Credence

A professional-services platform rebuilt around AI decisioning, with the human judgement preserved.

AJ Trinkets
E-commerce · Storefront and admin

AJ Trinkets

Their own store, wired into Square, so the website sells without creating a second job.

Platform · AI logistics

Client name withheld under NDA

Name and images withheld under NDA.

Supply-chain routing that thinks ahead. 94% of shipments are auto-routed, saving £412k of fuel a year.

Web app · AI forecasting

Client name withheld under NDA

Name and images withheld under NDA.

Per-store demand forecasting for a specialty retailer, at 94.7% accuracy, with 18% less capital tied up.

SaaS · AI copilot

Client name withheld under NDA

Name and images withheld under NDA.

A hiring copilot that ranks, scores and explains every candidate, lifting recruiter throughput 4.5×.

Vertical SaaS · AI review

Client name withheld under NDA

Name and images withheld under NDA.

Contract review in 12 seconds, with citations, built for a boutique law firm.

Web app · AI logistics

Client name withheld under NDA

Name and images withheld under NDA.

Live last-mile routing, with 34% more drops per day and ETAs accurate to 19 minutes.

Vertical SaaS · AI triage

Client name withheld under NDA

Name and images withheld under NDA.

Patient triage that respects the clinic. Urgent cases are seen 41% faster, and every decision is reviewed.

SaaS · AI forecasting

Client name withheld under NDA

Name and images withheld under NDA.

Per-brand inventory forecasting for D2C brands, freeing an average of £283k of trapped capital per brand.

Vertical SaaS · AI reporting

Client name withheld under NDA

Name and images withheld under NDA.

AI-drafted quarterly reviews for an accountancy practice. Reports take 72% less time, and revenue per partner is up 18%.

FWS shipped in weeks what our last vendor couldn't in a year, and we actually understood every decision along the way.
Founder · Credence

Your project could be #12.

Tell us what you're trying to build. We'll tell you the fastest honest route to shipping it.