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.
Most businesses see AI's potential. Few know what to build first. Chelsea Labs maps your most important workflows, identifies the biggest opportunities for AI, and helps you build them.
Your AI transformation partner.
We learn how each part of your business works, from sales and operations to people and finance. Then we find, size and prioritize the opportunities that cut manual work or bring in new revenue.
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
$200K
to a new catering line
Apollo Bagels
From first call to live system.
OUR PROCESS
Discovery
Map how your business works, identify bottlenecks, and uncover the highest-leverage AI opportunities.
- 1 WEEK
- FREE
AI Audit
Map how your business works, identify bottlenecks, and uncover the highest-leverage AI opportunities.
- 2 WEEKS
Build
Build the workflows, software, and AI agents. Integrate them into your business and get them live.
- 4 WEEKS
Deploy & Measure
Train your team, measure the impact, improve what’s working, and identify what to tackle next.
- ONGOING
Case Studies
What we build
An agent now creates every patient’s chart from the intake record.
Behavioral health, backed by Leon Capital. Every new patient used to be typed into two systems by hand.
60 → 1
hours a week of staff time
200–300
charts a week, automated
A catering engine that finds nearby offices and runs the outreach.
6wks
to a real revenue line, no new hires
A secure AI platform that automates municipal reconciliation and reporting.
$300K+
potential payroll savings a year
Nine tools became one platform, then a product other stylists pay for.
2x
the original revenue, via software
One system that sources, interviews, contracts and pays talent.
$200K
saved a year, zero added headcount
An event operating system for a corporate event planning team.An event operating system for a seven-person events team.
20+ hrs37 hrs
a week back per planner from OSa week back from the budget engine
Onboarding, funding, collections and cash, in one platform.
Live
cash position, across every account
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
Read articleAI Transformation Is a Business Decision, Not a Technology Upgrade
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Read articleThe Hidden Cost of Inefficient Workflows
Manual processes and disconnected tools create friction that compounds over time.
Durable businesses, rebuilt for the AI era
In two weeks, we map your business, uncover the highest-impact AI opportunities across your workflows and products, and give you a clear roadmap for what to build first.