Independent consultant — UK

Business process× AI engineering

I find where your operations bleed time and money — then design and build the systems, automations, and AI products to fix it.

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5 products shipped to production

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Process optimisationAI consultingFull-stack engineeringReputIQCapturedInLifeOverheatTradeReady MediaNext.jsProduction systemsProcess optimisationAI consultingFull-stack engineeringReputIQCapturedInLifeOverheatTradeReady MediaNext.jsProduction systems
01Capabilities

What I
actually do

Not strategy decks. Not proof-of-concepts that never ship. I diagnose broken workflows and deliver production software — the kind your team uses every day.

01

Process Optimisation

Map your workflows, find the bottlenecks, and redesign how work moves through your business — fewer clicks, fewer handoffs, fewer things falling through the cracks.

  • —Workflow audits
  • —Tool consolidation
  • —Automation roadmaps
  • —ROI modelling
02

AI Consulting

Practical AI that earns its keep — not demos for the sake of demos. From review automation to face recognition pipelines, I build systems that integrate with how you already work.

  • —LLM integration
  • —Intelligent automation
  • —Human-in-the-loop design
  • —Cost-aware architecture
03

Full-Stack Engineering

End-to-end product builds: Next.js apps, APIs, payments, auth, queues, and the infrastructure to keep them running. Shipped, not slideware.

  • —SaaS platforms
  • —API design
  • —Stripe & billing
  • —Production deployment
02Selected work

Shipped products

Each project started with an operational problem — manual reviews, clunky field service software, photo chaos, tournament logistics, or trades without websites.

AI SaaS

AI review management for local businesses

Full SaaS platform that auto-replies to positive Google reviews, routes negative ones for human approval, and delivers weekly sentiment insights. Includes email outreach campaigns, revenue audit tooling, and Stripe billing.

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  • Human-in-the-loop AI reply generation
  • Multi-provider email with deliverability tracking
  • Google Business Profile integration

React · Express · Prisma · OpenRouter · Stripe · BullMQ

03Approach

Diagnosis first.

I won't pitch you AI for the sake of it. Every engagement starts by understanding how work actually flows through your business.

01

Discover

Understand your operations, pain points, and what success looks like.

02

Diagnose

Map workflows, measure waste, and identify where AI or automation actually helps.

03

Design

Architect the solution — tools, integrations, and a realistic delivery plan.

04

Deliver

Build, deploy, and hand over something that works in production.

04Contact

Let's talk about your operations.

Whether you need a workflow audit, advice on where AI fits, or someone to build the entire thing — drop me a line.

Emailhello@samwht.coLinkedInConnect↗

Usually responds within 24 hours