[ AI ADOPTION // ONTARIO SMBs ]
GradientMatch is an engineer-led AI integrator for small and mid-sized businesses. We identify where AI actually pays off in your operation, help you fund it through programs like BDC LIFT and the Regional AI Initiative, and build it into production — not a slide deck.
[ SERVICES ]
Every engagement starts small and earns the next step. No retainers before results, no transformation theatre.
We map your workflows and data, rank 3–5 AI opportunities by ROI, and deliver a funding map showing which government programs can pay for what. The audit deliverable doubles as the technology plan BDC LIFT borrowers need.
One use case, built to production-pilot quality with baseline KPIs and a measurement plan — quoting assistants, document intake automation, predictive maintenance, back-office agents. You see real numbers before committing further.
Multi-workflow rollout: integration with your existing systems, custom software where needed, staff training, and an AI-use policy your insurer and customers will accept. Structured to be financeable through LIFT or RAII.
Your fractional AI lead: monitoring, model updates, new use-case intake, and a quarterly review of what the technology now makes possible for your business.
[ FUNDING ]
The federal AI for All strategy (2026) put new money behind SME adoption. We bake "how to pay for this" into every proposal — and structure the work so it qualifies.
Loans up to $2M for AI and digital transformation projects, with a preferential 2.25% rate when you choose a Canadian AI integrator. A technology plan is required — our audit produces it.
Interest-free repayable contributions covering up to 50% of eligible AI adoption project costs for Ontario businesses. We monitor intakes and prepare applications with you.
Subsidized AI talent placements and tax credits for eligible experimental development — both can materially reduce the net cost of your project.
// Program details, eligibility, and intake windows change. We verify current terms during your audit; nothing here is financial advice or a guarantee of approval.
[ ABOUT ]
GradientMatch is led by a software engineer with production experience across mobile, embedded systems, and applied AI — including language-model work under severe data-scarcity and data-sovereignty constraints, and agentic development workflows used daily, not demoed.
[ LOGS ]
Sometimes the honest answer to 'should we hire you?' is no. Here's the line between work a subscription handles and work that needs a built system — and how to tell which side you're on.
In LOG_02 we ranked quoting as the top ROI use case for Ontario SMBs. This is the longer answer: the math, what the build actually looks like, and where it goes wrong.
Owners still search for CDAP every day. It's closed, permanently. Here's the current map: what replaced it federally, what Ontario runs provincially, and which door fits which project.
A fixed-fee, 2–3 week engagement. You get a ranked opportunity map, ROI estimates, and a funding plan — whether or not you continue with us.
hello@gradientmatch.ai →