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JBJamie Blair

Services

What I offer

Every engagement starts with your problem. I figure out the highest-impact solution, build it, and make sure it runs.

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AI Automation

Kill the busywork

  • Automate data entry, reporting, and repetitive admin tasks
  • Intelligent document processing: invoices, contracts, forms
  • Workflow orchestration that connects your existing tools
  • Self-improving systems that get faster over time

Evidence

baseline + trial

Delivery

2-3 week MVP

Illustrative scenario · not a client case study

A delivery team receives inconsistent operational files from several sources. A suitable design would validate each file, reconcile known records, flag anomalies for review, and produce a traceable report rather than promising full autonomy.

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Customer Support AI

Faster resolutions, happier customers

  • AI-powered ticket triage that routes to the right team instantly
  • Smart auto-responses for common queries (without sounding robotic)
  • Sentiment analysis to catch frustrated customers early
  • Integrates with Zendesk, Freshdesk, Intercom, and custom helpdesks

Control

human escalation

Evidence

labelled evaluation

Illustrative scenario · not a client case study

A support team with rising ticket volume could begin with classification, priority scoring, suggested replies, and human escalation. Accuracy and escalation quality would be measured before any automated resolution was enabled.

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Custom AI Solutions

Your problem. Your data. Your tool.

  • Bespoke ML models trained on your data
  • Natural language interfaces for internal tools
  • Predictive analytics and forecasting systems
  • Computer vision, NLP, and recommendation engines

Models

custom-trained

Data

your pipeline

Illustrative scenario · not a client case study

A maintenance team exploring prediction would first assess historical ticket quality, define a useful intervention window, establish a non-ML baseline, and validate whether a model improves decisions before deployment.

StrategyAuditROIRoadmap

AI Consulting

Figure out where AI actually helps

  • Operational audit: where is your team losing time?
  • AI readiness assessment: is your data good enough?
  • Build-vs-buy analysis for off-the-shelf vs custom tools
  • Clear, jargon-free roadmap with ROI projections

Output

actionable roadmap

Timeline

1-2 weeks

Illustrative scenario · not a client case study

A product team considering an AI feature may discover during an audit that clearer rules, better data capture, or an existing tool solves the immediate problem with less cost and risk.

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Small Business Web Development

Fast sites that rank, built with AI tooling

  • Fast, SEO-optimised Next.js sites with server-side rendering
  • Every build includes an automated AI-powered SEO audit
  • Mobile-first, accessible, and performance-focused from day one
  • Ongoing support and maintenance packages available

Lighthouse

95+ scores

Delivery

2-4 weeks

Illustrative scenario · not a client case study

A slow content site could be assessed against measured performance, accessibility, search structure, and editing needs before choosing between targeted improvements and a framework migration.

Related reading

Packages

Fixed-price AI packages

Every project is scoped and priced upfront. No hourly billing, no surprises. Pick the package that fits your problem.

Quick Fix

One problem, one solution, one week

£750 – £1,500

Fixed price, agreed upfront

A single, focused automation or integration. Perfect when you know exactly what needs fixing and want it done fast.

Delivery

5–7 business days

Includes

  • One workflow automation or API integration
  • Up to 2 connected tools (e.g. Xero + Slack)
  • Basic error handling and logging
  • Deployment to your infrastructure
  • 7 days post-launch support
  • Documentation for your team

Ideal for

You have a specific repetitive task that eats 3-5 hours per week. Invoice forwarding, report generation, data syncing between tools.

Enquire
Most popular

AI Starter

Your first real AI system

£2,500 – £5,000

Fixed price, milestone payments

An end-to-end AI-powered automation project. Discovery, build, test, deploy, and handover included.

Delivery

2–3 weeks

Includes

  • Discovery call + requirements document
  • Custom AI/ML pipeline or automation
  • Integration with up to 4 existing tools
  • Testing with your real data
  • Production deployment + monitoring setup
  • 30 days post-launch support
  • Knowledge transfer session with your team

Ideal for

You want to automate something complex: invoice processing, support ticket triage, lead scoring, or document classification.

Get started

Full Build

Custom AI, built from scratch

£8,000 – £15,000

Scoped after paid discovery session

A complete custom AI system designed around your data, your workflows, and your business goals. For problems that need more than a template.

Delivery

4–8 weeks

Includes

  • Paid discovery workshop (credited to build)
  • Custom ML model trained on your data
  • Full API and/or dashboard interface
  • Integration with your entire tool stack
  • Automated monitoring, alerting, and retraining pipeline
  • Load testing and security review
  • 60 days post-launch support
  • Quarterly check-in for the first year

Ideal for

You need a predictive model, a customer-facing AI feature, or a system that processes thousands of items daily with high accuracy.

Enquire

Next step / direct enquiry

Not sure which service you need?

That's fine, most clients don't. Book a free call and I'll figure it out with you.