Private Equity Value Creation

Warren

AI-Powered Operations Engine for Portfolio Companies

The Challenge

Creating value across 20 portcos without 20 teams

Every PE firm hits the same scaling wall - operational improvement demands boots on the ground that don't exist.

Problem 01

Sales Pipeline Blindness

Reps aren't updating CRM. Forecasts are unreliable. Revenue is leaking and nobody can see where.

Problem 02

Support Operations Drowning

200+ tickets/day hitting humans first. No triage. No automation. Response times slipping.

Problem 03

No Executive Visibility

Managing partners flying blind across the portfolio. No unified view of operational health.

🏠

Meet BrightEdge Interiors

A TZP portfolio company. $80M DTC home interiors brand, 200 employees. Three problems. One Slack conversation. Watch what happens.

Deliverable 01 - Sales Pipeline Dashboard

Pipeline Visibility in Minutes

✓ Live Demo 🌐 Deployed
$2.4M
Pipeline Tracked
Live
Dashboard Deployed
~3 min
From Request to Deploy
🌐  Open Live Dashboard
🎯

Now fix the support crisis

Sales handled. Now 200 daily tickets need triage, classification, and routing - automatically.

Deliverable 02 - Support Triage System

Automated Tier-1 Support

✓ Live Demo 🌐 Deployed
200+
Daily Tickets Triaged
Auto
Classification & Routing
~2.5 min
System Built
🌐  Open Live System
📊

The executive view

Two systems built. Two dashboards deployed. Now the managing partners need the big picture.

Deliverable 03 - Executive Summary

Investment Committee Ready

✓ Live Demo 🌐 Deployed
3
Deliverables Summarized
ROI
Projections Included
~4 min
To Full Report
🌐  Open Executive Summary
Results

Three problems. One conversation.

Sales pipeline invisible

Live dashboard deployed - atlas-pipeline-report.pages.dev

Support operations drowning

Automated triage system deployed - atlas-support-triage.pages.dev

No executive visibility

IC-ready summary deployed - tzp-executive-summary.pages.dev

How PE Firms Measure This

Three Narratives That Move the IC

💰
Cost Takeout

EBITDA Margin Expansion

Dev savings at 10x multiple. Warren automates ~79% of measurable dev output - every dollar saved flows straight to EBITDA and amplifies at exit valuation.

Speed to Value

IRR Compression

24-month digital transformations compressed to 6-8 months. Faster time-to-value means higher IRR on every portco investment.

🚀
Revenue Enablement

Backlog Velocity

Ship stuck revenue 3x faster. Features blocked in backlogs represent deferred revenue - Warren clears the queue and unlocks top-line growth.

Software & Technology

What Warren Actually Automates

Five categories of developer work. Explicit percentages. The "60-70%" claim is actually conservative.

32%
Feature Implementation
40% of dev time × 80% automated. Humans handle complex business logic & novel architecture.
18%
Bug Fixes & Incident Response
20% of dev time × 90% automated. Humans handle cross-system debugging & customer-facing judgment.
12.75%
Testing & QA
15% of dev time × 85% automated. Humans write acceptance criteria & validate UX behavior.
10.5%
Integration Development
15% of dev time × 70% automated. Humans handle partner negotiation & undocumented API edge cases.
6%
Tech Debt & Modernization
10% of dev time × 60% automated. Humans make rewrite-vs-refactor architectural decisions.
~79%
Total Dev Output Automated
The remaining ~21% is complex judgment work that requires human expertise - the work your best engineers should be doing.
The Model

Zero upfront. We win when you win.

Gain-share pricing aligned with PE incentives. We take a share of the savings we create - if there's no delta, there's no fee.

$0
Upfront Investment
70-75%
Portco Keeps the Savings
25-30%
T&C Share of the Delta

"No savings, no fee. Our incentives are perfectly aligned with yours - we only win when the portfolio wins."

This is 1% of Warren.

One portco. One conversation. Three live deployments.

Now imagine this across the entire portfolio.

Play Presentation 1 / 10