What we do

Two ways in. One way of working.

Start wherever you are. Most people start with their website, because that is how customers find you. The AI work comes next, once the basics are paying off.

Every engagement runs the same way: we look first, build what is worth it, then run it. You own the code, the systems, and the data.

Tech stack
OpenAIClaudePythonFastAPIPostgreSQLGoogle CloudCloudflareDockerFigma

Who we work with.

Owner-led service businesses. These are the industries we know from the inside, each with its own page on where the hours go and what we would build first.

Insurance agencies

AI systems for independent insurance agencies: quote follow-up, renewals, COI requests, and onboarding paperwork handled without adding staff. Built by people who run an agency.

Med spas

AI systems for med spas: no-show prevention, rebooking after treatment, consult booking from your website, and front-desk follow-up, all running without adding staff.

PR agencies

AI systems for PR agencies: media monitoring digests, coverage reports assembled automatically, journalist research, and first-draft pitches in your voice. The relationships stay yours.

Concierge medicine practices

AI systems for concierge and membership medical practices: fast first responses, membership renewals, visit prep, and follow-up that keeps the service personal without adding staff.

Ambulatory surgery centers

AI systems for ambulatory surgery centers: pre-op instructions and confirmations, insurance verification, post-op check-ins, and case-day coordination handled without adding staff.

Mortgage brokers

AI systems for independent mortgage brokers: document chasing, pre-approval follow-up, rate-watch outreach, and status updates handled without adding a processor.

Staffing agencies

AI systems for staffing and recruiting agencies: candidate screening, interview scheduling, client updates, and timesheet chasing handled without adding recruiters.

Financial advisers

AI systems for independent financial advisers and RIAs: meeting prep, follow-up notes, client review scheduling, and onboarding paperwork handled without adding staff.

Pranav Desai

Pranav Desai

AI Systems Architect
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How I work

I start by listening, not pitching. No deck, no jargon. I find where your team is quietly losing hours, then build the smallest system that wins them back. I ship working software, not slideware, and I own it from the first call to production.

Mission & goal

Put AI to work on the busywork so people get back to the business. I build durable agents that earn their keep on day one and still run a year later, so teams are free to do the work only people can do.

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