Data Science & ML

Unlock Predictable Growth with Custom Data Science & ML Solutions

Move from hindsight to foresight. We build production-ready predictive models that automate decisions, reduce risk, and identify future revenue opportunities.

Fifty One Degrees - Data Science & ML

The Value Proposition: From Data to Prediction

Most businesses look at data to see what happened. We help you use data to predict what will happen next.

Fifty One Degrees transforms your raw historical data into forward-looking intelligence. We build custom Machine Learning (ML) models that solve specific, high-value business problems—from predicting customer churn to automating complex risk assessments.

Our human-in-the-loop approach ensures transparency. We don’t build “black boxes”; we build tools that empower your experts to make faster, more accurate decisions, seamlessly integrated into your existing operations.

Fifty One Degrees - Lead Scoring

Lead Scoring & Optimisation

Stop wasting time on leads that won’t convert. Our AI Lead Scoring models analyse thousands of data points to rank every prospect by their likelihood to buy. By prioritising high-intent leads, your sales team can focus purely on closing deals. The result is immediate: higher conversion rates, shorter sales cycles, and a more efficient pipeline.

Customer Attribution Modelling

Eliminate guesswork in your marketing performance. Our custom Attribution Models track every touchpoint—online and offline—to assign true value to each channel, moving beyond basic “last-click” tracking. This clarity enables you to cut wasteful spend, optimise your strategy, and significantly boost your Marketing ROI.

Customer Onboarding AI Agent
Fifty One Degrees - Customer Targeting Models

Customer & Direct Mail Targeting

Maximise campaign impact by predicting exactly who will respond. Whether for digital outreach or direct mail, our targeting models identify high-probability customers, ensuring you don’t waste budget on “lost causes.” Focus your resources on the right segments to reduce costs while increasing response rates and revenue.

Pricing Optimisation

Unlock hidden profit margins with dynamic Pricing Optimisation. Our models analyse real-time demand, competitor activity, and inventory to recommend the optimal price for every product. Capture maximum value during peak demand and maintain volume during slower periods, ensuring your pricing always aligns with market reality.

Fifty One Degrees - Pricing Optimisation Models
Aftercare Agent

Risk & Compliance Automation

Automate your defence against risk. Our models scan vast amounts of documents, websites and logs to instantly flag non-compliance and risk. This reduces the manual burden on your teams and ensures you stay ahead of changing regulations, protecting both your reputation and bottom line.

Anomaly Detection

Protect your business from fraud and failure before they escalate. Our Anomaly Detection systems learn your “normal” business patterns to instantly flag irregularities—from suspicious transactions to equipment malfunctions. This “always-on” surveillance catches errors rule-based systems miss, preventing financial loss and ensuring operational continuity.

Fifty One Degrees - Anomaly Detection Model

Solve Unique Challenges with Custom ML

Don’t settle for generic solutions that miss the mark. We build bespoke machine learning models tailored specifically to your unique data and operational challenges. Whether you want growth, productivity or risk mitigation, we turn your raw data into a precise competitive advantage.

How We Deliver: The Path to Prediction

1. Discovery & Data Audit

We don't start coding immediately. We start by defining the business question and verifying your data. The deliverables include defining success metrics (e.g., "reduce churn by 5%"), auditing data quality, and selecting the right model type. This is combined into a Feasibility Report & Project Roadmap.

Timeline: ~2 weeks

2. Model Build

Moving from strategy to engineering, we engineer features and train custom algorithms using a "human-in-the-loop" approach to ensure the model aligns with your expert knowledge. This phase involves training and validation against historical datasets, delivering a fully trained model alongside a Performance Report that demonstrates accuracy and predicted ROI.

Timeline: ~3 weeks

3. Deployment & Integration

We embed the solution directly into your live environment to ensure it works seamlessly with your existing tools. We handle everything from developing model APIs to integrating with your CRM/ERP and establishing performance monitoring (MLOps), resulting in live, automated predictions feeding directly into your daily operations.

Timeline: ~2 weeks

Frequently asked questions

A Data Warehouse stores structured, cleaned data ready for reporting and analysis—this is what most businesses need for day-to-day decisions. A Data Lake stores raw, messy data of all types. We often implement a hybrid approach (Modern Data Stack) that gives you the best of both: the structure of a warehouse with the flexibility of a lake for future AI use.

Direct connections work for small datasets, but they break as you scale. They slow down your operational systems (like your CRM) and often produce conflicting numbers because there is no central “source of truth.” Data Engineering builds a dedicated pipeline that cleans and centralizes data before it hits your dashboard, ensuring speed and accuracy.

AI models are only as good as the data you feed them. If your data is messy, scattered, or undocumented, your AI projects will fail. A Data Warehouse provides the structured, high-quality data foundation required to train Custom AI Models and implement Generative AI successfully.

Yes. Major cloud providers (AWS, Azure, GCP) invest billions in security. We layer this with Enterprise-grade governance, encryption, and role-based access controls to ensure your data is often more secure than it would be on an on-premise server.

We aren’t just IT generalists; we are Data & AI Specialists. We build your data infrastructure specifically with the end-goal in mind: driving business value through Intelligence and AI. Our London-based team understands the UK mid-market and acts as your Fractional AI Officer to ensure long-term success.

It's as easy as...

Take three simple steps to start deploying AI in your business.

①   Book an exploratory meeting

②   Agree a proposal 

③   Design & build your AI implementation

Book an exploratory meeting

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