AI strategy
How to Measure AI ROI: A Practical Scorecard for Business Leaders
A detailed method for measuring AI ROI using accepted outcomes, full workflow costs, quality, adoption and realized business value.
Read articleProduct studio · Toronto
We build products that move the business forward.
Innovation Trigger Lab is a senior product studio — web, mobile, AI and commerce, shipped end to end.
Trusted to design and build
- Chunky Academy
- Leafire
- EngPrep
- Japan's largest flower commerce platform
- RAG system for a major automotive brand
- Gen Z personal finance app
Selected work
Work that ships — and performs.
Capabilities
What we do.
Web development
Fast, modern marketing sites and web apps on Next.js.
Mobile apps
Cross-platform apps with React Native, built to feel native.
AI engineering
RAG systems, chatbots and AI infrastructure in production.
E-commerce
Storefronts, subscriptions and checkout that convert.
UI/UX design
Research-led interfaces with a clear, distinctive aesthetic.
Tech consulting
Architecture, technical strategy and team direction.
Latest insights
Practical thinking for applied AI.
AI strategy
Is Your Company Ready for AI? A 25-Point Readiness Assessment
Score your company across workflow, data, technology, people and governance before funding an AI pilot or enterprise rollout.
Read article
AI engineering
RAG vs AI Agents: Which Architecture Does Your Business Need?
Compare standard RAG, agentic RAG and action-taking AI agents across use cases, cost, latency, evaluation, security and implementation complexity.
Read articleImpact
Proof in numbers.
- customers served
00 +customers served
- average store rating
0.00.0 average store rating
- annual cost saved
- $
00 kannual cost saved
- companies in production
00 +companies in production
Founder
Jayson Hao
CEO / Founder
Led by a senior engineer who has shipped 0→1 and at scale.
Innovation Trigger Lab is led by Jayson Hao — University of Toronto Computer Science (AI/ML), with Tech Lead and CTO experience across e-commerce, fintech and AI. The work is hands-on and senior: clear communication, business-first decisions, and a team that ships.
Testimonials
What partners say.
“He works backward from the business goal, not just the spec. He kept the team aligned and shipped the outcome we actually needed — not just the feature list.”
“Communication was clear and calm throughout. He bridged engineering and our non-technical executives effortlessly, so decisions never got stuck.”
“A genuinely senior partner: small team, held the budget and timeline, and still delivered beyond what we scoped. We trusted him to run it.”
FAQ