Private equity due diligence

The operational workstream, on a deal timeline.

Every deal gets a quality-of-earnings review. Almost none get a real read on how the company actually operates, because that workstream never fits the timeline. The readout is ready inside 24 hours of the run, signed when confidence clears the bar, so operational diligence stops being the workstream you cut when the clock tightens.

Three people, three uses

One report, read three different ways.

Portfolio monitoring →

Project Cephei

one page · readout 14 Aug 2025

Illustrative example
64/ 100AttentionFindings ordered by severity
  • CriticalProduct & CustomerTop 3 customers represent 58% of ARR.
  • CriticalGo-to-Market71% of ARR closed by a single rep.
  • AttentionDelivery & ExecutionDeploy frequency fell a third as headcount doubled.

Each finding is one declarative sentence with the causal string in it: the behavior, its date, and the evidence behind it. The signed opinion above them is issued when confidence clears the bar.

Against the alternative

Six to eight weeks, or twenty-four hours.

6–8weeks · boutique ODD engagement
24hours · Zoe
DimensionBoutique ODD engagementZoe
Time to readoutSix to eight weeksInside 24 hours of the run
MethodManagement interviews and document reviewDeck claims checked against the books the target connects, plus a scored Founder Call
OutputA deck of opinionsAn IC memo and evidence appendix, a signed opinion when confidence clears the bar, with a trail per finding and Ask Zoe for follow-ups
TraceabilityCited where the analyst chose to citeEvery point decomposes to a dated data pull
CoverageWhatever the scope boughtAll nine dimensions, with a confidence percentage and a coverage tier
Re-run costA new engagementRun the diagnostic again as the deal progresses; on Portfolio, keep the case open and monitor

Frequently asked questions

How is Zoe different from a traditional operational diligence engagement?

Traditional ODD is people-driven: consultants interview leadership, observe meetings, review processes, and write up findings over six to eight weeks. Zoe starts from the target’s own deck and turns it into a Claim Ledger, checks each claim against the books and systems the target connects read-only (Said vs True), scores the Founder Call transcript for what was answered, dodged or contradicted, and returns a scored readout inside 24 hours of the run, signed when confidence clears the bar.

Does the target company need to know we’re running Zoe?

Yes. You never hold their logins. Someone at the target, often the CEO or CFO, opens a signed link, is shown the DPA, and the acceptance is logged as a consent event. They then connect each system read-only through OAuth in their own session: QuickBooks, one CRM (HubSpot or Salesforce), GitHub, Jira, Slack. Connection status shows in the case. Most sponsors run Zoe as a condition of moving to LOI, just as they would request audited financials or a QofE.

What happens to the data after the diagnostic?

Raw data is processed in an isolated workspace and discarded by default. Normalized metrics, the Claim Ledger and the readout live in the case until you seal it; 30 days after sealing they are destroyed with a certificate. Portfolio cases can stay open for monitoring instead. From Slack and code hosts Zoe reads aggregate metadata only, never message bodies or code; the deck, data-room files and the books the target connects are read as cited evidence for Said vs True. See /security for the full data-handling spec.

How does Zoe work alongside our existing CDD/ODD providers?

Zoe augments them, she does not replace them. Zoe handles the operational and cultural layer (deck claims checked against the books, the Founder Call scored, a scored readout inside 24 hours) while your consultants handle the strategic and structural layer. On larger or more complex deals (carve-outs, roll-ups, regulated industries) that division of labor matters most. They’re complementary, not competitive.

How is the Zoe Score weighted?

Each of the nine dimensions has a weight that varies by company stage. Financial vitality and delivery execution dominate at growth stage; culture and C-Suite weight more at early stage. The weights are visible in every report and you can override them for your fund’s thesis.

The workstream that finally fits the timeline.

Operational diligence used to be the first thing cut when the clock tightened. Now it is the deck checked against the books, the founder scored, and an IC memo on your desk inside 24 hours of the run.

Talk it through

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