AI for predictions
in your business
ML consultancy for UK businesses. We build models that convert data into business outcomes. From prototype to production.
Built on the modern ML stack
Our Services
Everything you need for ML in business
From first ML prototype to MLOps in production — the full cycle.
Artificial Intelligence
GPT bots, computer vision, NLP — AI that automates real business processes and cuts costs.
Learn moreMachine Learning
Custom ML models, predictive analytics and MLOps — turning your data into a competitive edge.
Learn moreNLP
Text classification, NER, sentiment analysis, RAG — turning unstructured text into business insights at scale.
Learn moreComputer Vision
Object detection, quality inspection, medical imaging and OCR — ML systems that see better than humans.
Learn moreMLOps
MLOps pipelines, drift monitoring and automated retraining — keeping your ML models accurate in production.
Learn moreLLM / RAG
Enterprise RAG systems, fine-tuned LLMs and AI chatbots — with GDPR-compliant architecture for UK/EU business.
Learn morePredictive Analytics
ML-powered demand, churn, revenue and risk forecasting — turning your data into accurate business predictions.
Learn moreSolution Examples
What your business can achieve
Real metrics from our niche solutions — examples of what businesses achieve after launch.
SupportAI — AI Support for SaaS
GPT-4o RAG chatbot for support automation: answers customer questions 24/7 based on the company's documentation.
HRPulse — HR & Payroll SaaS
HR SaaS: interactive employee table with search/sort, SVG org chart, payroll preview, UK employment law compliance, 30-day trial.
TaskFlow — Project Management SaaS
PM SaaS: interactive Kanban board (drag cards between columns), Jira/Trello/Asana comparison, pricing tiers, 12,000+ teams social proof.
Process
How we build ML solutions
From data audit to production deployment. A transparent process, no magic.
Discovery & Data Audit
We analyse the business objective, data and KPIs. Feasibility check, approach selection and a fixed-price roadmap.
⏱ 1–2 weeksData Preparation
Collection, cleaning, feature engineering and training dataset creation. EDA and quality validation.
⏱ 2–4 weeksModel Training & Evaluation
We train and validate models (XGBoost, transformers, LSTMs, ensembles), compare approaches and select the best architecture for your metrics.
⏱ 2–6 weeksDeployment & Integration
Model packaging in Docker, REST API endpoint, CI/CD pipeline and drift monitoring setup.
⏱ 1–3 weeksMonitoring & Retraining
We track model quality degradation and automatically retrain on data drift or when new features are added.
⏱ OngoingWhy Codeworth
They choose us because ML actually delivers ROI
Rapid Prototyping
Proof of concept in 2–3 weeks — no months of R&D or seven-figure budgets.
Production-Ready Models
Not toy demos. MLflow, Docker, CI/CD and drift monitoring from day one.
Data Privacy First
On-prem or private cloud deployment. Your data never leaves your infrastructure.
Measurable ROI
Accuracy metrics, business impact reports and dashboards — not marketing hype.
MLOps from Day One
Drift detection, model A/B testing and automated retraining built into the architecture from the start.
Partnership, Not a Deal
We advise even after the contract ends. Your success is our success.
Client reviews
Trusted by ML teams
Real results from real clients — not marketing promises.
- Rating: 5 out of 5
“The ML fraud detection model reduced our false positive rate by 73%. ROI was 540% in the first year. Codeworth understands FinTech and regulatory requirements.”
JJames HarrisonCTO, Fintechlabs UK - Rating: 5 out of 5
“Churn prediction reduced customer attrition by 31%. Our promo budget is now 28% leaner and delivers better results. The model paid for itself in the first quarter.”
SSophie MitchellHead of Analytics, RetailCore UK - Rating: 5 out of 5
“The NLP classifier for freight documents handles 2,000 records a day — the workload of 3 operators. Fully paid off 5 weeks after launch.”
MMark ReynoldsCEO, LogiSmart UK
Companies trusting our ML solutions
AI/ML solutions for your industry
Custom ML models tailored to each industry's unique challenges — from FinTech to agriculture.
FinTech & Banking
Fraud detection, risk scoring, AML, KYC automation
Healthcare
Clinical NLP, data extraction, diagnostic decision support
Retail & E-commerce
Churn prediction, dynamic pricing, demand forecasting
Manufacturing
Computer vision QC, predictive maintenance, defect detection
Blog
Latest articles
Useful content about ML, AI and data engineering.
AI Tools for Small Business: What Actually Works in 2025
A practical roundup of AI tools for website automation, content generation, and customer service — no technical skills or big budgets required.
AI in Business: 10 Practical Use Cases You Can Implement Right Now
AI isn't a distant future — small and medium businesses are already automating support, marketing and analytics with accessible AI tools today.
ChatGPT for Small Business: Automate Routine Work and Save Time
ChatGPT is more than a text generator — it's a tool for automation, analytics, and communication. 15 concrete use cases for small business owners.
Inviting our founding clients
We're just launching our ML consultancy in the UK market — which means every project gets founder-level attention. Terms that won't last.
Discovery call + data audit within 48 hours
Proof of concept in 2–3 weeks
We co-design the solution, not just execute
No payment needed — just tell us about your project
FAQ
Frequently Asked Questions
Answers to the most common questions about ML/AI development and working with Codeworth.
Cost depends on the task and complexity. A proof of concept starts from £1,800 (3 weeks). A production model with API and MLOps monitoring starts from £3,800. Exact pricing follows a free data and goals audit.
Ready to launch
your project?
Leave a request and get a free ML consultation within 24 hours. Together we'll identify which solution will deliver the highest ROI.