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Case studies · 5 stories

Real results, real businesses.

Don't just take our word for it. Here are stories of businesses we've helped transform with practical AI — measured in pounds saved, hours returned, and customers won.
Aggregate impact Across all engagements
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Saved for clients
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Businesses transformed
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Average impact uplift
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Featured Manufacturing CASE / 00
Global industrial equipment manufacturer · 14 weeks · Production rollout

Predicting machine failures before they happen — saving £2M+ annually

The challenge

A major manufacturer was losing millions every year when machines broke down unexpectedly. They had no early-warning system — failures came as a surprise and lines went down.

What we built

We connected 800+ sensors across their plants, built a predictive ML model that watches signals in real time, and shipped dashboards that warn operations 7–14 days before equipment fails.

Stack

IoT SensorsTime-series MLEdge InferenceReal-time DashboardsAWS IoTTensorFlow

Results delivered

0%
Less downtime
unplanned outages
£0M+
Saved every year
in lost production
0%
Prediction accuracy
on critical alerts
0d
Warning window
before failure
We used to learn about failures from the shop floor. Now we know two weeks in advance — it's transformed how we run the plant.
— VP of Operations
Finance
10 weeks CASE / 01
Leading UK financial services firm

Catching fraud before it happens

Challenge

Outdated rule-based fraud detection was missing too many suspicious transactions and generating thousands of false alerts daily.

Solution

We built a real-time AI system that learns transaction patterns, flags suspicious activity instantly, and adapts as new fraud tactics emerge.

"Their model caught a fraud ring our old system missed for months."
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Better detection
0%
Fewer false alarms
0×
Faster review
Anomaly DetectionReal-time MLSnowflakePython
Insurance
12 weeks CASE / 02
Top-tier insurance provider

Insurance claims, fast and painless

Challenge

Claim documents took days to process manually. Customers were frustrated, and the team was drowning in paperwork.

Solution

We built a document AI pipeline that reads claim forms, assesses photo damage, and routes everything to the right people automatically.

"A 5-day claim is now a 4-hour claim. Our customers are noticing."
0%
Faster claims
0%
Lower costs
0%
CSAT score
Document AIComputer VisionGPT-4Workflow Automation
Retail
9 weeks CASE / 03
High-growth e-commerce platform

A personal storefront, for every shopper

Challenge

Shoppers were leaving without buying, and stockouts kept happening on top sellers — costing millions in lost revenue.

Solution

We built a recommendation engine that learns each shopper individually, plus a demand-forecasting model that prevents stockouts before they happen.

"Our conversion rate jumped within two weeks of going live."
0%
More sales
0%
Less wasted stock
0×
Engagement
Recommendation EngineForecastingVector SearchPinecone
Technology
6 weeks CASE / 04
B2B SaaS scale-up

Customer support that never sleeps

Challenge

Support response times were ballooning and customers were churning. Hiring more agents wasn't a sustainable answer.

Solution

We deployed a multilingual AI assistant that handles 80% of tickets instantly and knows exactly when to escalate to a human.

"We tripled our customer base without growing the support team."
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Auto-resolved
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Lower costs
0/7
Coverage
RAGClaudeLangGraphIntercom API
How we deliver

Every story starts the same way.

A clear, honest conversation. We don't promise the world — we promise to listen, plan, build, and stay.

01 Listen

Sit with your team, learn the real workflow, find where AI fits.

02 Plan

A clear roadmap with timelines and an honest ROI estimate.

03 Build

Working software, weekly demos, no surprises.

04 Stay

We measure results in production, iterate, and grow with you.
Your story

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