Deal_Flow_Engine: ACTIVE | Paris_SF_Oxford
[ DEPLOY_SYSTEM ]
Caryl Obam Caryl Obam
Caryl Obam
Warning: The 24-month clock is ticking

I Automate the
Search Fund Grunt Work.

You didn't get an MBA from a top school to format LOIs or copy-paste data from BizBuySell.

I architect Proprietary Deal Operating Systems that let you bypass brokers, ignore auctions, and speak directly to off-market owners.

10k+
Leads Scraped
20h+
Saved / Week
6.0x
Multiple Avoided
$15k+
Legal Fees Saved

Designed for Searchers from:

[ THE_LIFECYCLE_PROTOCOL ]

From Launch to LOI

Mapping technical automation directly to the legal and operational realities of the Goodwin Procter Search Fund documents.

01. Phase 01: Formation

Capital Formation & Compliance

Managing 15-20 investors manually is chaos. Tracking Accredited Investor Questionnaires and Subscription Agreements via email leads to errors.
Loss: 20+ Hours/Week in Admin.

Automated Investor Onboarding

Deployment of a secure portal that digitizes the PPM and automates the execution of the LLC Operating Agreement.

DocuSign API Airtable Typeform Retool
02. Phase 02: Sourcing

The Broker Trap

Manually scraping BizBuySell. Paying "Finders Fees." Competing in auctions.
Loss: 3x Higher Multiples paid.

n8n Sourcing Engine

Custom n8n workflows that scrape niche industry associations (HVAC, B2B SaaS). Automating the Finder's Fee Agreement flow for intermediaries. enriching owner data.

n8n Apollo API Clay Make PhantomBuster
03. Phase 03: Diligence

Information Asymmetry

Sellers hide risks in 50-page CIMs. You waste weeks analyzing deals that don't meet the Stanford 2020 Study benchmarks.
Loss: "Dead Deal" costs.

The AI Analyst (LLM)

Proprietary RAG agents that ingest PDF CIMs. They extract EBITDA, Revenue Concentration, and instantly draft the Indication of Interest (IOI).

OpenAI o1 Anthropic Pinecone LangChain
04. Phase 04: Execution

Legal Friction

Drafting the Letter of Intent (LOI) and managing NDA Joinders for investors manually is slow and expensive.
Loss: $15k+ in Legal Fees.

Deal Ops Automation

Auto-generation of LOIs based on standard templates. Automated distribution of Confidentiality Agreements to potential lenders.

DocuSign API Google Drive API Notion API

[ THE_NETWORK ]

Empowering the Next Generation

Join the operators who have automated their path to ownership.

Searcher Profile

Alex M.

Stanford GSB '23

"The n8n sourcing engine completely changed our pipeline. We went from 5 leads a week to 50 verified owner conversations."

Searcher Profile

Sarah J.

Harvard Business School '22

"I was drowning in legal admin. Caryl's automated LOI generation saved me thousands in legal fees and weeks of time."

Searcher Profile

David L.

INSEAD '24

"The AI Analyst is like having a VP of Finance in your pocket. Instant CIM analysis gave us a massive edge."

The Hybrid Operator

I don't just write code. I speak LP. With experience at HP Tech Ventures, Headline, and Dorm Room Fund, I understand the nuances of Capital Allocation. I combine that financial context with deep technical expertise from Oxford and Y Combinator.

Oxford University IT System Analysis & Design
YC W25 AfterQuery (Data Extraction)
Stanford SSS Program
Searchfunder Verified

[ RECENT_DEPLOYMENTS ]

Systems in Production

Architected, Deployed, and Generating ROI.

HVAC Rollup OS

Active

End-to-end automation for a $50M HVAC rollup. Ingests leads from ServiceTitan, enriches owner data via Clearbit, and automates SMS outreach.

Twilio Airtable OpenAI
ROI: 40hrs/week saved

SaaS Diligence Bot

Deployed

RAG-based agent that reads 100+ page CIMs and extracts key SaaS metrics (Churn, LTV/CAC, Net Retention) into a structured investment memo.

Python LangChain Pinecone
Speed: 50x Faster Analysis

[ THE_STARTER_KIT ]

Steal My Legal Stack.

Don't pay $1,500/hour for standard documents. Access the battle-tested templates used by top searchers.

Access Restricted

Join the "1% Searcher" list to unlock the full vault.

Unlock

Letter of Intent (LOI)

PDF Template

Standard NDA

PDF Template

Finder's Fee Agreement

PDF Template

Indication of Interest

PDF Template

[ THE_ACADEMY ]

Master the Machine.

I don't just build the systems; I teach you how to run them. Join the AI for Searchers cohort and learn to build your own sourcing engines.

AI for Searchers Course

NotebookLM & n8n Mastery

Join Waitlist

Whop Community

Private Operator Network

Apply Now
New Cohort Q1 2025

Curriculum

  • Automating BizBuySell Scraping
  • Building RAG Agents for CIM Analysis
  • Programmatic SEO for Deal Flow
  • No-Code Operations Dashboard

[ FREE AI CALL ]

Architect Your Automation

Book a 30-minute audit to review your current search stack and identify high-leverage automation opportunities.

Book Strategy Call