Founders validating an AI product or SaaS feature
AI Consulting & Custom AI Development
Turn a useful business problem into an AI system your team can test, operate, and improve.
01 / What this service solvesDirect senior delivery
Practical direction.
Production delivery.
AI consulting should answer three questions: where AI is genuinely useful, what the safest workable solution looks like, and how it will be measured after launch. I work directly with founders and teams to define the opportunity, test it with real workflows and data, and build the production application when the case is strong.
02 / FitWho this is for
Operations teams trying to reduce repetitive knowledge work
Organizations evaluating assistants, RAG, search, or document workflows
Product teams that need an engineer who can consult and implement
03 / DeliverablesDefined in the written scope
Opportunity and workflow assessment tied to a measurable outcome
Model, data, privacy, latency, and operating-cost trade-off review
Prototype using representative data and real user tasks
AI application, assistant, RAG workflow, or embedded product feature
Evaluation cases, human approval points, error handling, and monitoring
Deployment in your accounts with source code and operating documentation
04 / ProcessClear checkpoints
Discover
Map the users, current workflow, available data, constraints, and the result the system must improve.
Prove
Build the smallest representative prototype and test quality, failure modes, cost, and response time.
Productionize
Add authentication, permissions, integrations, evaluation, observability, and clear human control.
Transfer
Deploy to accounts you control and document how the system is operated, reviewed, and changed.
05 / Relevant workFirst-hand delivery
Live / Released
AI Web Awards
A released website evaluation and recognition platform that examines design, usability, accessibility, SEO, performance, and technical execution.
View project →Early Access / In DevelopmentSociaxo
An AI-native social publishing workspace that turns one idea, image, or video into platform-ready content for review, scheduling, and publishing.
View project →Active / Setup & ConfigurationHermes & OpenClaw Setup
Setup and deployment of Hermes Agent and OpenClaw with model providers, tools, memory, messaging gateways, hosting, and automation.
View project →06 / QuestionsBefore you hire
What does an AI consultant help a business decide?
An AI consultant helps identify suitable workflows, assess data and privacy constraints, compare model and architecture options, estimate operating costs, define success criteria, and decide whether to prototype, integrate an existing tool, or build a custom system.
Can you build the AI application after the consultation?
Yes. I can deliver only the assessment and technical plan, or continue through prototype, full-stack implementation, integrations, deployment, evaluation, and handoff. The scope is written before implementation begins.
Do you work with OpenAI, Anthropic, or open-source models?
I work with hosted and open-source model options. The recommendation depends on task quality, privacy, data residency, latency, cost, tool support, and the operational capacity of your team—not loyalty to one provider.
Do you provide AI consulting outside Ontario?
Yes. I am based in Ontario and work remotely with teams across Canada, the United States, and other international markets when the project, communication, and legal requirements are a good fit.
AI Consulting