New York · Applied AI
AI efficiency audit in New York
For New York operators who want a working pilot in weeks, not a year-long programme.
What AI efficiency audit actually does
A two-week audit that maps your team's actual time spend, finds the 5 highest-leverage AI plays, and ships the first one. No vapourware, no 80-slide decks – just one working thing.
We've worked with enough operators in New York to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI efficiency audit project is sit with your team for a day before we propose anything.
- 01 Time-and-motion review of your top 5 workflows
- 02 Ranked AI opportunity list – ROI, effort, risk
- 03 One pilot shipped in week two, not a six-month roadmap
- 04 Fixed price, fixed scope, kept honest
Built on: Claude Notion Loom Linear Vercel
Why New York businesses choose this
New York runs on finance, law, media and a professional services machine that bills by the hour – AI here earns its place by giving that time back, not by being impressive in a demo.
What's different about doing this work in New York.
Wall Street firms, Big Law, and a media and advertising industry that never fully stops, all sitting on top of the highest labour costs in the country. New York teams want AI that survives contact with a real client deadline.
We work with teams across New York: Manhattan · Brooklyn · Queens · Midtown · Financial District · Long Island City.
How we build AI efficiency audit for a New York team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your New York business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
Find AI wins fast.
The outcome for New York teams
Average pilot saves 8 hours/week within 30 days of launch. For New York teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
Average pilot saves 8 hours/week within 30 days of launch.
AI efficiency audit in New York – common questions
How long does AI efficiency audit take to ship for New York businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real New York businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
How do you price AI efficiency audit engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most New York businesses are surprised how small the first cheque is.
Can you walk us through a comparable build?
Yes – on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Average pilot saves 8 hours/week within 30 days of launch.
Who owns the code and the model setup?
You do, on delivery. We deploy AI efficiency audit into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude sits in your account too – we don't operate it from ours.
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Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.