Put AI to work, not on the shelf.
For teams tired of AI pilots that never ship and AI tools nobody uses. Adapt finds where AI actually helps in your business, builds the systems that use it, and stays until your team runs them.
Product experience shipped at
From "we should invest in loyalty" to a defensible business case in one session.
A live financial model your CFO can actually challenge. Built for a Canadian energy retailer weighing $700K in adjacent bets.
Decision
$700K
Timeline
1 session
Status
Live
- 10+
- AI products shipped across ventures, frameworks, and client engagements
- 2
- Global telcos Enterprise product experience at TELUS and Telenor
- Live
- In production Lymorah, our own AI venture at lymorah.com
- Scoped
- Engagements Transparent starting prices. Code transfers to you at handover.
The problem
Your AI strategy is fine. Your AI shipping isn't.
Every leadership team you know has an AI initiative. Most of them are stuck in the same three places.
A pilot that never became production.
The demo worked. The vendor was helpful. Six months later, nobody in the business remembers why you started.
A tool that nobody uses.
You bought the license. You ran the training. The dashboard shows adoption metrics that would embarrass you to explain.
A backlog of AI ideas nobody can rank.
Everyone has one. Nobody knows which two matter. So none of them ship.
None of that is a technology problem. It is a judgment problem, a shipping problem, and an adoption problem. Adapt is built for exactly those.
The solution
Think. Build. Adopt.
Three questions your AI work needs to answer before it will ever be worth what you spend on it. We answer them with you.
01
What should we do?
The AI opportunities in your business ranked by value and feasibility. The ones that only look good on a slide, killed before you fund them.
02
What should we build?
The strongest opportunities turned into working systems. Products your customers actually use. Automations that free hours a week per person. Dashboards your team opens on Monday.
03
How do we make it stick?
Adoption built in from day one. Training tied to real work. Playbooks people actually open. Ninety days of support after go-live so the first hard week does not become the last week the system gets used.
Services
Six problems we solve for teams like yours.
50% off all engagements booked October through December.
- 01
You don't know where AI fits in your business.
AI Readiness & Opportunity Audit
From $450 · $225 through December - 02
You need senior judgment on an AI decision. Fast.
AI Clarity Session
From $750 · $375 through December - 03
Your AI idea has been a slide deck for six months.
AI MVPs & Prototypes
From $2,500 · $1,250 through December - 04
Your team is burning hours on work AI could do.
AI Workflow Automation
From $1,500 · $750 through December - 05
Your data is scattered across ten tabs and five spreadsheets.
AI Analytics & Dashboards
From $1,800 · $900 through December - 06
You bought AI tools. Nobody's using them.
AI Enablement Workshop
From $1,200 · $600 through December
Our point of view
AI isn't always the answer.
We will not recommend an AI solution because AI is fashionable.
Sometimes the answer is a workflow fix. Sometimes it is better data. Sometimes it is a product change or a pricing change or a hiring change. Sometimes it is AI. Sometimes it is AI plus one of those.
Our job is to find the right intervention and use AI where it genuinely improves the outcome. That means telling you on the first call when AI is the wrong tool. It costs us projects sometimes. It builds the kind of trust that turns into a decade of work.
Selected work
Work that solves the problems you're weighing right now.
Six pieces across four categories. Ventures we ship for our own users. Frameworks we built for ourselves and now offer to clients. Client work delivered inside real organizations. Prototypes that prove what is possible in a specific product space.
Lymorah
Lymorah
VentureAn AI companion for family life. Built by us, live in beta at lymorah.com. Real families testing what comes next.
Decision Engine
Decision Engine
Client workA live financial model your CFO can actually challenge. Built for a Canadian energy retailer weighing $700K in adjacent bets.
Deal Folio
Deal Folio
Client workA founder-ready deal plan for any startup in under a minute. Built for a hyperscaler cloud vendor.
PM Flow
PM Flow
Framework101 pieces of customer feedback in. A coherent PM artifact suite out. Roadmap, stories, PRD, brief, and success tracker.
Program Readiness Dashboard
Program Readiness Dashboard
FrameworkPortfolio-level launch readiness for enterprise PMOs. Six programs, one dashboard, real risk visibility.
Muse Studio
Muse Studio
PrototypeCast a photoreal model, dress them in real brands, publish an Instagram or TikTok reel. AI-native fashion content.
Bring the problem. We'll help you figure out what to do with it.
Every engagement starts the same way. A free 30-minute AI Fit Call. No deck. No pitch. Just a real conversation about where AI fits in what you're building.
If we're the right partner for the next step, we'll walk you through what that looks like: an Opportunity Audit, a Clarity Session, or a full build. If we're not, we'll tell you what we think you should do instead.
50% off all engagements booked October through December.