Optimize What Exists
Less manual work, without adding headcount.
60 → 1
hours a week on patient charts
Turnwell Health
$200K
Saved a year
Kendyl
Protect what you’ve built.Win the AI era.
We map how your business works, identify where AI can improve it, and build the systems that make it happen.
Your AI transformation partner.
Most businesses see AI’s potential. Few know what to build first. We find the highest-leverage opportunities, map the workflows, and rebuild them with AI.
Sales
How demand comes in
Operations
How work gets delivered
People
How the team is staffed
Finance
How money moves
Optimize what exists
Automate the manual work
Grow new revenue
New products and channels
What we build
Everything we build does one of two things.
Grow New Revenue
New income from what the business already knows.
x2
the revenue via software
Sofia Vargas
6 wks
to a new catering line
Apollo Bagels
From first call to live system.
OUR PROCESS
Week 1
Discovery
Map how your business works, identify bottlenecks, and uncover the highest-leverage AI opportunities.
Week 2
AI Audit
Rank every opportunity by impact and effort, and turn the best ones into a clear roadmap.
Ongoing
Build
Build the workflows, software, and AI agents. Integrate them into your business and get them live.
Results
Deploy & Measure
Train your team, measure the impact, improve what’s working, and identify what to tackle next.
Case Studies
What we build
Healthcare Private Equity
From manual data migration to automated patient records.
Chelsea Labs partnered with us to drive AI transformation across our portfolio.
We began with Turnwell Mental Health, where their team helped automate manual and legacy workflows to help us maintain margin. Building on that work, we are now expanding the partnership across our real estate, financial services, and technology investments.
Find the opportunities. Build what’s next.
Every engagement starts with an AI audit. Then we build one workflow or several, based on what the audit finds.Start small. Every step builds on the one before, so the next one starts further ahead.
The AI audit
Whether it’s your entire business or a single workflow, find new ways to work smarter with AI.
- Understand the business
- Map the workflows, find the opportunities
- Improve and ready to build
The first build
The selected opportunities, built and live in your business.
- Connected to the systems you already run
- Your team trained and using it daily
- Impact measured against where you started
Your operating system
One workflow at a time, until the business runs on it.
- Each new workflow builds on the last
- We run and improve it with your team
- Monthly readout on impactMonthly readout on what it’s worth
CHELSEA LABS OS
The harness behind every engagement
It maps how the work really happens, from interviews, email and your systems, ranks what to build, and tracks every prototype to launch.
The thinking behind what’s next.
View all
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Durable businesses, rebuilt for the AI era
We connect your business goals with the right AI opportunities, helping you prioritize the products and workflows worth investing in.