AI ROI calculator for private equity →
Small by design. Senior by default.

An elite AI transformation team for private equity

A deliberately small team of entrepreneurs and builders who go inside your portcos and transform operations and platforms into AI-native, agentic systems. Higher EBITDA. A better exit story.

Run the ROI calculator

One agent layer across your portcos. Built from 55+ products in 18 verticals.

LIVE AGENT FLOOR
RUNNING
AP_RECONCILER+$41k / wkClosed 1,284 invoices in NetSuite
PRICING_AGENT+2.1 pts GMRepriced 312 SKUs against margin floor
SALES_SDR+$380k pipeBooked 19 qualified meetings in Salesforce
SUPPORT_TIER1-61% costResolved 2,940 tickets, 94% CSAT
EBITDA RUN-RATE
+$6.4M
▲ 18% VS PLAN
14 AGENTS0 NEW HIRES

ILLUSTRATIVE. YOUR NUMBERS COME FROM THE DIAGNOSTIC.

55+
Products built by the team
220+
Agents running in products
18
Verticals covered
<6 wks
From thesis to live system

Small by design. A handful of funds a year. Terribly sorry about the waitlist.

WE WORK WITH THE STACK YOUR PORTCOS ALREADY HAVE. EVEN THE EMBARRASSING PARTS.

NetSuiteSAPSalesforceOracleHubSpotMicrosoft DynamicsWorkdayServiceNowZendeskSage IntacctSnowflakeAS/400NetSuiteSAPSalesforceOracleHubSpotMicrosoft DynamicsWorkdayServiceNowZendeskSage IntacctSnowflakeAS/400
Economic impact

Same holdings. Fatter margins. Happier LPs.

Nobody hires us for AI. They hire us for what AI does to the P&L.

Gross margin
+8 to 22 pts

Replace the most expensive recurring labor inside each portco, support, ops, back-office, mid-office, with agentic workflows your operators supervise.

Output per FTE
2 to 4x output

Existing teams keep their jobs and stop drowning. Output per person multiplies, hiring plans get cut in half, payback on every role gets shorter.

Top line
+15 to 40%

AI-native customer acquisition, pricing optimization, and product-led growth engines embedded inside portcos. Same teams, more revenue per head.

Cost base
20 to 60% savings

Agentic workflows replace expensive third-party services, manual processes, and bloated vendor stacks. Savings drop straight to EBITDA with no headcount cuts.

EBITDA uplift per portco
$2M to $40M

Annualized impact range we model on day one of every diagnostic. Underwritten against real workflows, real salaries, real vendor spend in the holding.

Exit multiple
AI-native premium

Buyers and the public market pay more for companies that are structurally AI-operated than for legacy peers. We position each portco for that re-rating before exit.

The principal's math

A 10-company book. Eight engagements over 18 months. Conservatively $80M to $200M of annualized EBITDA uplift, plus a re-rating at exit.

CASE STUDIES

Numbers first. Slides never.

70%
Faster month-end close
B2B DISTRIBUTION PORTCO

Finance close on autopilot inside NetSuite

  • Invoice matching and reconciliation agents
  • Controllers review exceptions, not spreadsheets
3x
Qualified meetings per rep
SERVICES PLATFORM

Agentic SDR floor wired into Salesforce

  • Signal-based outbound and inbox triage
  • Every touch logged back to the CRM
40%
Lower cost to serve
HEALTHCARE ROLL-UP

Support and back office across acquired clinics

  • One agent layer over five legacy systems
  • Live in under 6 weeks, tuned every month since

ILLUSTRATIVE. PORTCO NAMES WITHHELD. YOUR NUMBERS COME FROM THE DIAGNOSTIC.

THE FULL BRIEF

Curious? Good. Here is the rest of the story.

Book a diagnostic

Your next board pack deserves better news.

Tell us about your fund or family office and one portfolio company you'd transform first. We respond within two business days with a tailored brief, a candidate workflow we'd transform and estimated EBITDA impact.

  • ›Confidential, no portfolio details shared externally.
  • ›Start with one portco diagnostic or fund-wide engagement.
  • ›We co-invest in transformation outcomes where it fits.