Blog guide
AI consulting and custom AI development services
Published April 9, 2026. Covers how I scope AI products, automation systems, and production-ready workflows for growing businesses.
View cited pageAI Consulting in London, Ontario
London AI consulting engagements often start with healthcare or insurance adjacencies, where the questions are almost always about evaluation rigor and data handling before anything about model quality. These are not projects to rush a prototype on — the discovery work matters more than the demo.
London, Ontario's tech community is small but active, anchored by Western University and a growing base of healthtech, agtech, and software companies. Projects here tend to have long-term horizons — founders building locally want partners they can work with over years, not sprints.
Updated April 11, 2026Southwestern OntarioRemote-first
430K populationCanada
Industries I work with in London
HealthtechAgtechInsuranceEducationManufacturing
Proof, references, and recent work
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XReporter operations platform
Updated April 11, 2026. Progressive web app for live staffing, reporting, and client workflows — a concrete example of automation-heavy product delivery.
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AI personal assistant development and OpenClaw setup
Published March 11, 2026. Explains where assistant workflows create value and how custom AI systems get deployed and supported.
View cited pageWhat's included
Problem framing and opportunity mapping against business goals
Model selection: open-source vs. hosted, quality vs. cost trade-offs
Prompt design, evaluation loops, and guardrails
Retrieval, memory, and tool-use architecture (RAG, function calling)
Production engineering: APIs, auth, rate limits, observability, cost control
Handover and documentation so your team can own the system
How engagements run
- 01
Discovery call
Short, free call to understand the problem, success metrics, constraints, and existing systems. You leave with a direction regardless of whether we work together.
- 02
Scoped proposal
A fixed-scope proposal with concrete deliverables, a timeline, and a pricing structure that matches the risk profile of the work.
- 03
Prototype
Small, working prototype in days — the goal is to prove the approach, catch hidden blockers early, and validate the value with real data.
- 04
Production build
Harden the prototype into a production system: APIs, evaluation, monitoring, error handling, and security hardening.
- 05
Handover
Documentation, runbooks, and a walk-through for your team. Optional retainer for ongoing support, model updates, and feature work.
FAQs — AI Consulting in London
Do you work with London-based businesses?
Yes. I take on ai consulting engagements with clients in London and across the Southwestern Ontario. Most work runs remote-first with in-person touchpoints where useful, and I'm used to the Ontario business environment.
What London teams usually hire you for ai consulting?
London work in this service area usually comes from healthtech, agtech, insurance teams that need a senior partner to scope the work clearly and ship it without adding process overhead.
Do you only cover London, or the wider Southwestern Ontario?
The work is scoped around London, but delivery usually extends across the wider Southwestern Ontario, including Kitchener-Waterloo, Hamilton and remote-first teams that need the same service.
What kinds of AI projects do you take on?
Custom AI products, internal automations, AI assistants and copilots, document and knowledge workflows, AI-powered search and RAG systems, and AI features embedded in existing SaaS products. I work on both new builds and retrofits.
Do you build with open-source models or hosted APIs?
Both. The choice depends on quality, latency, cost, data residency, and operational complexity. I will recommend the option that best fits the problem, not a model family I am loyal to.
Guides for London teams
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AI Consulting and Custom AI Development Services for Growing Businesses
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N°02AI Consulting
AI Personal Assistant Development and OpenClaw Setup
Where AI assistants create real business value, how custom assistant systems are built, and when OpenClaw setup makes sense.
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Region coverage around London
If your team sits outside London but inside the wider Southwestern Ontario, these nearby market pages usually reflect the same buying patterns and delivery constraints.