Custom AI. Built
for real production.
Four categories. One principle: systems that work in the real world, not just demos.
Three markets.
One methodology.
B2B Startups
You're building fast and need AI systems that work in production. We architect and ship the growth infrastructure founders wish they'd built from day one.
B2C E-Commerce
Revenue depends on conversion, retention, and personalisation at scale. We build AI that makes every customer interaction smarter.
Enterprise
Your teams are piloting AI but not yet AI-native. We move you from scattered experiments to production systems with measurable ROI — fast.
How the
Lab works.
Every engagement follows the same disciplined process. No discovery decks that go nowhere. No handoffs. Grace is in every build.
Diagnose
We map your highest-value AI opportunities. No strategy decks — a working hypothesis ready to test within a week.
Architect
We design the system before writing a line of code. Data flows, agent logic, integration points, and success metrics defined upfront.
Build
Live build sessions with your team. You see the system taking shape in real time — not a black box handed over at the end.
Launch
We ship to production, not staging. Every system goes live with monitoring, fallbacks, and a clear handoff protocol.
Scale
Post-launch iteration. We measure what's working, cut what isn't, and compound the systems that are driving results.
Practitioners who
know the difference.
What clients and collaborators say after working with the lab.
“Grace provided nuanced approaches to creating value for target customers. If you have a product idea and are looking for feedback on AI-enabled products, I highly recommend speaking to her.”
“Grace is an inspiring leader with a real gift for making complex ideas feel clear. Her guidance is incredibly valuable for anyone deepening their understanding of AI strategy or leadership.”
“You continue to provide invaluable guidance. Your insights into the industry and your ability to connect the dots are truly impressive. I left feeling inspired to dig deep on new topics.”
Workshops & Training
Hands-on, practical programmes for teams and leaders who want to build, deploy, and scale AI systems — not just talk about them.
View All Workshops →Build end-to-end AI pipelines for lead generation, content, and revenue operations.
Book Now →A hands-on cohort programme to build and deploy autonomous AI agents for real business tasks.
Book Now →Strategic frameworks for senior leaders designing AI-native products and operating models.
Book Now →
Grace Man.
Grace Man is the Founder of AI Strategy League, a live AI R&D lab building custom enterprise AI agents, AI-native products, and AI-first growth systems for B2B startups, e-commerce, and enterprises.
The numbers behind the lab.
Ready to build
something
real?
We take on a small number of new engagements each quarter to ensure every project gets the full depth of the lab. Tell us what you're building.