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AI Advisory + Deployment Studio Practical AI for Owner-Operated Businesses

The boring work still gets done. Your team stops doing it.

Most owner-operated businesses don't have a headcount problem. They have a workflow problem. Manual data entry between systems. Reports assembled by hand from three disconnected sources. Follow-ups that slip because one person is stretched across three roles. Each hour spent on work a machine should be doing is labor you're paying for twice.

You know the bottlenecks are there. You don't need someone to find it. You need someone to fix it.

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The leak map
CRMSCHEDULINGEMAILREPORTINVOICEONEPERSONLEAK
Every transfer between two systems is a place where work stops. The gap is where the week goes.
The problem

What's actually leaking

01

The handoff that never happens

Manual data entry between two systems — CRM to accounting, scheduling to billing, email to project tracker. A 6-person CRE firm had one controller roughly 80% absorbed by a single asset because reconciliation was manual. That firm was running a 5-person team while paying for 6.

Controller salary $80K–120K × 80% absorption = $64K–96K/year
02

The report that gets assembled on Friday

Someone spends half their Thursday exporting CSVs from three tools, formatting them in Excel, pasting charts into a deck. By the time the report lands, the data is stale. The work is not analysis. It’s assembly. Every week. Forever.

4–6 hrs/week × ~50 weeks × $30–50/hr = $6K–15K/year
03

The follow-up that died in a spreadsheet

A broker sent 150 outreach emails through an Excel mail merge. Half bounced. Zero engagement was tracked. Three deals leaked because nobody could evidence which brokers saw the listing. The system did exactly what it was built to do, which was nothing.

150 manual emails × ~5 min each = ~12 hours/cycle
Arithmetic on a verified engagement · not claimed results
The fix

Start with the conversation. Where it goes depends on what we find.

Start here

The Leak Map

A 30–60 minute conversation about where your team's time actually goes. You leave with a table of every leak, the hours it eats each week, what it costs a month, and how hard it hits. Totals add themselves up as it fills in. Printable, and yours to keep whether or not you hire me.

30–60 min You keep the map
Fixed scope

The build

One price, one delivery date. Built into the tools your team already opens every morning, and monitored from the day it ships. Typically two to six weeks. Examples of what can be implemented for your business:

AI implementation and deploymentthe fix built into your existing systems
Workflow automationthe manual handoffs between your tools, removed
AI agents (digital employees)one agent owning one task
Second brainthe knowledge base your team and your agents both read from
Claude Skillsyour repeatable procedures packaged so anyone can run them
Custom builda system built from scratch where nothing off the shelf fits
Ongoing

The retainer

I monitor and maintain what's running, and extend it as new leaks surface. When something breaks, I know before you do.

Monthly · For systems already in production
Ongoing

AI concierge

Ongoing white glove service for owners who want to keep moving without waiting on a scoped project. Cadence, depth, and what gets built are agreed with you at the start of the engagement.

Monthly · Scope agreed per engagement
Pricing is proportional to the findings from the leak map
Proof

A NYC CRE firm found five leaks. Three were fixed in the first eight weeks.

Case study — excerpt
“Underwriting rebuilt by hand per deal. Manual broker outreach with zero engagement tracking. One controller 80% absorbed by a single asset. Reactive lease expiration management. Hand-scraped rent comps.”
What shipped
Lease abstraction agent feeding Yardi reconciliation
HubSpot CRM with broker engagement tracking
Standardized underwriting model with a data pipeline
Pending measurement
Controller capacity reclaimed
Year-end close cycle time
Broker engagement rate delta
Read the full case study →
Drew Mehta
Founder, ThinkFraction

A broker sent 150 outreach emails through an Excel mail merge. Half bounced. Nobody tracked a single open.

The system did exactly what it was built to do — which was nothing.

LinkedIn · 1,983 impressions
Watch the fix in action
Coming soon
A 3-minute walkthrough of one CRE workflow: broker engagement tracking, end to end.
Fit

This works for a specific kind of business.

for the owner who feels it

You run a 5–20 person owner-operated business. You're the owner or the COO. You personally feel the operational leak — the manual work that shouldn't be manual, the reports that take a day to assemble, the follow-ups that slip because one person is doing three jobs. You have the authority to fix it and the budget for a fix.

not for everyone else

Fewer than five people generating the work. Looking for a strategy document rather than a deployed fix. Needing a general-purpose virtual assistant — the work I automate is structured, repetitive, and measurable.

Who

Who builds it

Drew Mehta shipped AI systems at KKR, MLB, PepsiCo, and startups across two decades of product management. He built deal-lifecycle automation for a $700B AUM firm, compliance-forward reporting pipelines, and deterministic AI workflows that actually ran. Now he builds for owner-operators — the businesses that feel the same operational leaks at a smaller scale, where the fix is 2–6 weeks, not 18 months. He works alone, deploys directly, and monitors everything he ships.

ThinkFraction is a deployment studio. Fraction finds and fixes operational leaks in owner-operated businesses with 5–20 staff.

What’s the most boring repetitive work your team does every week?

If you can name it, I can probably fix it. DM me and I'll build you a Leak Map: 30-45 minutes, and you leave with a table of your operational leaks: what it's costing you and the impact to your business, plus totals and your next step.

Get a Leak Map →Or DM on LinkedIn →
One conversation. No commitment. You keep the map.