Find my bottleneck

About Already Built

Your resources should get you closer to your goal every day.

Every week we see capable teams pour their time, energy, and capital into work that looks like progress but leaves the real bottleneck untouched.

AI’s made it easier to build more. That also means deciding what gets built is now more important than ever.

We founded Already Built to help you decide where your people, time and money can make the greatest difference.

We examine the work, choose the priority with you, and implement the solution. Your team builds the ability to run it.

Otavio & his team have worked with

  • Intuit
  • Cerebral Connections
  • Novo Nordisk
  • Adon.ai
  • Truist
  • Office Ally
  • Fenwick & West
  • M-Square Capital
  • OmniAb
  • University of California Merced
  • Beta Bionics
  • Foresight Sports
  • Armistice Capital
  • Think Investments
  • Edison Smart
  • Alku Recruiting
  • IKEY International
  • Atika Capital
  • SSTM2
  • Advanced Research Consulting
  • Conquest Trader

Experience that shaped our approach

2019

Useful AI, from the start.

Began with integrating computer vision and early AI models into healthcare and biotech workflows.

2022

AI became everyone’s priority.

ChatGPT launched, and overnight every company cared about AI. We were ready.

2024

Build around how people think.

Bet on new research in human cognition, believing that how people think and make decisions should shape how AI is built and used.

2025

Across more industries.

Began working with a broader range of businesses from MedTech and Agriculture to Legal and Private Equity.

2026

Focus on what moves the business.

Across 15+ regulated industries, we help leaders decide how to best remove their biggest bottleneck, then build the solution their team can run.

Explore our approach ↗

Experience behind the judgment

Seven years inside
real operations.

$130M+
Measurable ROI
17,000+
Hours building production AI
15+
Regulated industries

Our industry experience

Expert review, incomplete intake and slow handoffs can hold back very different businesses. Our work includes retail engineering design, tax review, corporate and M&A legal workflows, and MGA underwriting. That experience helps us ask better questions about what might work in your operation.

Your incentives, requirements and data still decide the fit. We investigate those differences in Blueprint, adapt the approach, and prove it before expanding into production.

  • Legal
  • Healthcare & Medical Practices
  • Insurance
  • Investment & Wealth Management
  • Accounting & Auditing
  • Pharmaceuticals
  • Medical Devices
  • Energy
  • Architecture
  • Civil Engineering
  • Construction
  • Transportation
  • Education
  • Defense
  • Agriculture

Our Partners:

Anthropic
OpenAI

A note from our founder

“It’s extremely tempting to do more and feel like you’re progressing.”

Otavio PailoCEO & Principal AI Architect

On average, I meet with 10 to 20 founders and operators every week to discuss strategy and tactics. Those conversations give me different perspectives on how businesses put their people, time and money to work.

My network of 3,000+ founders and operators is another source of perspectives and expertise. But every recommendation still has to earn its place in your business. That’s why we examine the work and test the fit before we build.

Black-and-white edited photo of Otavio Pailo on the left, wearing a cap and sweater, with Sharran Srivatsaa on the right.
Otavio Pailo CEO & Principal AI Architect
Already Built
Sharran Srivatsaa CEO & Managing Partner
Acquisition.com

Start with the right question

See what’s standing
between you and your goal.

Find my bottleneck

Start with a free Expert Assessment of one workflow.