Industries / Private Equity

AI value creation across the portfolio.

We help operating partners quantify the AI opportunity, fund a lighthouse deployment, and replicate the playbook across the book, on hold-period timelines with fees aligned to measurable EBITDA.

One playbook, compounding across the book

What PE firms face

Value creation plans need proof, not pilots.

Operating partners carry a dual mandate: maximize each portfolio company while lifting fund-level returns. We deploy quickly and scale the model across PortCos, with results aligned to board-cycle timelines.

Fragmented systems

Disconnected ERP, CRM, and operational tools block portfolio-wide benchmarking and visibility.

AI theater

POCs and strategy decks that never reach production, draining time and funding without value.

Slow execution

Transformation measured in years, not quarters, misaligns with hold-period expectations.

Unclear ROI

Hard to separate hype from the high-impact automation that actually moves EBITDA.

Systems we connect

From the deal team to the portfolio floor.

We unify the platforms your funds and PortCos already run on, connecting deal sourcing and diligence to operating data so value creation is benchmarked, not guessed.

Deal sourcing & diligence
PitchBook
PitchBook
DealCloud
DealCloud
Preqin
Preqin
S&P Capital IQ
S&P Capital IQ
Portfolio operations
SAP
SAP
NetSuite
NetSuite
Salesforce
Salesforce
How we partner with PE

Strategy to production, on hold-period timelines.

01 / STRATEGY

Assess & quantify

Benchmark AI and data readiness across PortCos and quantify opportunities scored by EBITDA impact.

02 / VALIDATE

Lighthouse deploy

A dedicated pod ships production AI in one company in 100 days, proving the model and the lift.

03 / DEPLOY

Production systems

Agentic workflows in live operations with governance, observability, and accuracy controls.

04 / SCALE

Replicate the book

Roll out proven playbooks across additional companies, with falling time and risk as the model matures.

Use cases that drive EBITDA

Production AI, not proof-of-concept.

Six PE-specific use cases sit alongside 22 operating-company plays, all scored for EBITDA impact and built to run in live operations from day one.

01

AI-enhanced due diligence

Pre-acquisition assessments that uncover infrastructure gaps and automation upside in days, not months.

02

Cross-portfolio benchmarking

Unified data lets you compare performance and replicate winning plays across the book.

03

CIM & deal-review automation

Agentic workflows accelerate CIM review cycles by 4x and free analysts for higher-value work.

04

Value-creation tracking

Board-ready dashboards tie every AI initiative to a measurable EBITDA through-line.

05

Intelligent operations

Multi-step agents reason across data and tools to cut manual processing time by up to 75%.

06

Fractional AI leadership

Board-level reporting and governance across the fund, without a full-time hire per company.

600+

Portfolio companies

250+

Portfolio deployments

100d

To first measurable lift

73

NPS score

Built on the platforms you trust

Platform-agnostic and certified across the modern data and AI stack, so we optimize for the portfolio's needs, not vendor relationships.

Databricks
AWS
Microsoft Azure
OpenAI
Anthropic

Turn the portfolio into a value engine.

Talk to our PE team