Artificial Intelligence services we offer

Predictive analytics and forecasting

We build models that forecast quantities your business cares about: weekly sales by SKU, customer churn probability, equipment failure dates, staffing demand. The models run on your own cloud infrastructure and update automatically as new data arrives.

What is included:

• Data audit and feature-engineering workshop with your domain experts
• Up to three candidate model architectures tested and compared
• Deployed prediction API or scheduled batch pipeline
• Dashboard showing predictions alongside actuals, updated daily
• Written model card explaining inputs, outputs, known limitations, and bias checks

Typical timeline: six to eight weeks. Indicative budget: £12,000–£28,000 depending on data complexity and the number of prediction targets.

Natural-language processing

Text is one of the richest data sources most companies ignore. We turn emails, support tickets, survey responses, and social-media mentions into structured, actionable data.

Specific deliverables vary by use case. Common ones include:

• Ticket classifier that routes incoming queries to the correct team with 85%+ accuracy
• Sentiment tracker that scores customer feedback daily and flags negative trends
• Custom chatbot fine-tuned on your knowledge base, deployable on your website or internal Slack
• Document summariser for legal contracts or policy documents, reducing review time by roughly 40%

We fine-tune open-weight models (Mistral, Llama) so you own the weights and pay no per-token API fees after deployment. Hosting costs typically run £80–£200/month on a mid-tier GPU instance.

Computer vision

If your problem involves images or video, we can train detection, classification, or segmentation models. Past projects include quality-inspection cameras on a packaging line (catching label misalignment at 12 items per second) and aerial drone imagery analysis for a construction firm tracking site progress week over week.

• Object detection and counting (YOLO-based, runs on edge devices or cloud)
• Defect classification for manufacturing QA
• OCR pipelines for invoices, receipts, and handwritten forms
• Video analytics: people counting, dwell-time measurement, safety-gear compliance

Timeline: eight to twelve weeks. Budget varies widely by camera count and inference speed requirements; a single-camera QA system starts around £15,000.

Data engineering and pipeline design

Sometimes the bottleneck is not the model; it is getting data from A to B in a reliable, repeatable way. We design ETL/ELT pipelines that pull from your source systems, clean and transform the data, and land it in a warehouse or lake ready for analytics or model training.

• Source connectors for common platforms (Shopify, Xero, Salesforce, custom APIs)
• Orchestration with Airflow or Prefect, scheduled or event-driven
• Data-quality checks that alert your team when values fall outside expected ranges
• Documentation and runbooks so your own engineers can extend the pipeline later

A typical pipeline project runs four to six weeks and costs £8,000–£16,000.

AI strategy consulting

Not every company needs a model right now. Some need a clear picture of where AI fits in their operations and a roadmap for getting there over 12 to 18 months. We run strategy workshops with your leadership team and produce a prioritised list of AI opportunities ranked by expected ROI and implementation difficulty.

• Half-day or full-day workshop (on-site or remote)
• Written report with opportunity map, data-readiness assessment, and recommended sequence
• Budget estimates for each opportunity so you can plan capital allocation
• Optional quarterly check-ins to track progress against the roadmap

Workshop fee: £3,200 for a half day, £5,600 for a full day, including the written report.