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Same science.
Different verticals.

AI, automation, data infrastructure and operations research translate across sectors — but the domain context matters. We've built production systems in seven verticals and understand the specific constraints, regulators and data landscapes each one presents.

Verticals active7
Continents4
Regulated industriesHealthcare · Finance · Energy
01 · Healthcare

Healthcare & Life Sciences

Clinical workflow automation, diagnostic AI, patient data analytics and regulatory-compliant ML. We understand HIPAA, NHS governance frameworks and the clinical validation requirements that most tech teams skip.

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Use cases
Clinical NLP — structuring unstructured patient notes
Diagnostic imaging with computer vision (radiology support)
Patient flow optimisation and bed management
Drug interaction and adverse event prediction
Revenue cycle automation and claims processing
02 · Logistics & Supply Chain

Logistics & Supply Chain

Route optimisation, last-mile analytics, demand forecasting, warehouse automation and supplier risk monitoring. We've built systems that run across 200+ nodes in production — the OR and the engineering together.

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Use cases
Vehicle routing and fleet optimisation (VRP)
Demand forecasting and inventory positioning
Supplier risk scoring and multi-source procurement
Real-time tracking and exception management
Warehouse slotting optimisation
03 · Financial Services

Finance & FinTech

Blockchain infrastructure, credit risk modelling, fraud detection, regulatory reporting automation and wealth management analytics. Built with FCA, SEC and FINTRAC constraints in scope from day one.

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Use cases
On-chain remittance and settlement infrastructure
Credit scoring and alternative data models
Real-time fraud detection and anomaly flagging
Regulatory reporting automation (MIFID II, Basel III)
Algorithmic trading strategy backtesting
04 · Education & EdTech

Education & EdTech

Adaptive learning platforms, AI tutors, proctoring, LMS infrastructure and learning analytics. Our Learning Engine product is already live at 12 institutions — available to license or use as a foundation for bespoke builds.

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Use cases
Adaptive curricula with Bayesian knowledge tracing
AI-powered assessment and instant feedback
Computer-vision proctoring for online exams
Learning analytics and at-risk student identification
Corporate L&D platforms with skills tracking
05 · Retail & e-Commerce

Retail & e-Commerce

Inventory optimisation, demand forecasting, personalisation engines, pricing intelligence and omnichannel analytics. We've cut dead stock 44% and increased throughput 22% for multi-warehouse retailers.

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Use cases
Real-time inventory across warehouses and channels
Demand forecasting and reorder automation
Personalisation and recommendation engines
Dynamic pricing and competitor intelligence
Returns prediction and fraud detection
06 · Manufacturing

Manufacturing & Industry 4.0

Predictive maintenance, quality inspection vision systems, production scheduling, OEE analytics and supply chain optimisation. We bridge the IT/OT divide — connecting shop floor data to enterprise decision-making.

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Use cases
Predictive maintenance using sensor time-series
Visual defect inspection with computer vision
Production scheduling and capacity optimisation
OEE dashboards and downtime root-cause analysis
Digital twin modelling for process simulation
07 · Marketing & Growth

Marketing & Growth

Marketing mix modelling, attribution, A/B experimentation infrastructure, customer segmentation, CLV prediction and content intelligence. The data layer that makes your growth team's decisions defensible.

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Use cases
Multi-touch attribution and MMM modelling
Customer segmentation and lookalike modelling
CLV prediction and churn intervention
A/B experimentation infrastructure and causal inference
Content performance analytics and topic intelligence

Don't see your vertical? We've probably already solved a problem adjacent to yours.

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