AI Strategy & Engineering

Intelligence
that moves
your business

Pattison AI partners with ambitious organisations to design, build, and deploy AI systems that create genuine competitive advantage — not experiments, outcomes.

40+
Deployments
8yrs
In practice
£2.3bn
Value created
Pattison
AI
Machine LearningLarge Language ModelsPredictive AnalyticsComputer VisionNatural Language ProcessingDecision IntelligenceAI StrategyMLOpsData EngineeringResponsible AI
Machine LearningLarge Language ModelsPredictive AnalyticsComputer VisionNatural Language ProcessingDecision IntelligenceAI StrategyMLOpsData EngineeringResponsible AI
What we do

Capabilities built for real-world complexity

01
AI Strategy & Roadmapping
We assess your data landscape, identify high-value AI opportunities, and build a prioritised roadmap that aligns with your commercial objectives.
02
Custom Model Development
Fine-tuned and purpose-built models trained on your proprietary data — delivering accuracy that off-the-shelf products simply cannot match.
03
LLM & Generative AI
Production-grade LLM applications with robust RAG pipelines, tool use, and evaluation frameworks built for enterprise reliability.
04
Predictive & Decision Intelligence
Forecasting, anomaly detection, and optimisation systems that turn historical data into forward-looking operational advantage.
05
MLOps & AI Infrastructure
Scalable pipelines, monitoring, and governance frameworks that keep your models performant and trustworthy in production.
"We don't deploy AI for the sake of it. Every engagement starts with a single question: what decision does this improve?"
PythonPyTorchLangChainAWSAzureGCPKubernetesdbt
Model performance improvement over baseline

A rigorous path from insight to impact

AI projects fail for predictable reasons: poor problem framing, underestimated data work, and solutions disconnected from operational reality. Our process is designed to avoid each of these at every stage.

01
Discovery
We learn your business deeply — data assets, decision flows, competitive pressures, and the specific outcomes you need AI to move.
02
Design
We architect the right solution: model selection, data pipelines, integration points, and success metrics defined before a line of code is written.
03
Build
Iterative development with weekly reviews. We ship working prototypes early and refine against real business feedback, not assumptions.
04
Deploy & Scale
Production deployment with monitoring, retraining cadences, and documentation so your team can own and extend the system confidently.
Trusted by organisations across finance, healthcare, and industry
2016
Founded in London

Built by practitioners,
not consultants

Pattison AI was founded by engineers and data scientists who spent years inside organisations wrestling with the gap between AI's promise and its practical delivery. We exist to close that gap.

Our team has shipped production AI systems in financial services, healthcare, logistics, and retail. We know what responsible deployment looks like under regulatory scrutiny, at enterprise data volumes, and with teams who weren't hired as ML engineers.

We work with a small number of clients at any time. Every engagement has a named senior engineer accountable for outcomes — no bait-and-switch, no offshore handoffs.

Commercial rigour. We measure success by business outcomes, not model metrics.
Honest scoping. We tell you when AI is not the right tool, and what is.
Knowledge transfer. We build your team's capability alongside the system.
Get in touch

Ready to build
something consequential?

Whether you have a defined brief or an instinct that AI should be doing more for your business, we'd like to hear about it. Initial conversations are always without obligation.

hello@pattisonai.co.ukor+44 (0)20 7123 4567