Direct IDD · Workflow

Direct-investment IDD for teams that need source-backed financial judgment.

A controlled pipeline from CIM, data room, and sponsor model to an investment memorandum, risk register, and key-question log — keyed to the lead sponsor's own language.

Closed-system workflow. Source-backed outputs. Versioned review.

Engagement console

Source intake through review state

Illustrative

Source intake

  • S-014 · PPM.pdfadmitted
  • S-021 · LPA.pdfadmitted
  • S-028 · DDQ.xlsxscanning

Workflow stage

commercial diligence

Stage running · citations required

Evidence anchors

[S-014 · p.42 ¶3][S-021 · cl. 8.2][S-028 · tab 3]

Open risks

Customer concentration

severity · high · cited

Draft artifact

Investment memorandum · v2 draft

schema valid · 47 claims cited

Review state

Partner review

Awaiting challenge before lock

audit · memorandum.draft.v3 · 2026-05-24T14:32:01Z · engagement

Deal underwriting fails when the sponsor model and the data room are never reconciled.

Direct investments arrive as a CIM, a sponsor model, and whatever the data room contains — financials, customer references, contracts, audit findings. Analysts draft memos; partners rewrite sections; the model review happens in a separate spreadsheet. Key claims are hard to trace, risks are buried in narrative, and the committee may decide without a durable evidence record.

  • Commercial thesis points are copied from the CIM without span-level citation
  • Sponsor model assumptions assert figures not present in cited sources
  • Customer concentration and churn are estimated when the room does not provide data
  • Key questions for the sponsor are buried in email threads, not on the memorandum cover
  • Partner review produces inconsistent memo structure across deals

Who uses this workflow

Built for senior finance teams who need committee-ready artifacts — not chat transcripts.

PE deal team

Use caseBuyout or growth-equity primary underwriting

Moment of needA CIM and data room arrive mid-process

OutputInvestment memorandum with cited commercial thesis

Corporate development leader

Use caseStrategic acquisition review

Moment of needThe board needs a defensible read on unit economics and concentration

OutputRisk register keyed to sponsor language

Venture partner

Use caseFollow-on round diligence

Moment of needNew disclosures must be reconciled against the prior round

OutputDelta highlights against prior documents when both are present

Investment committee

Use caseDeal approval preparation

Moment of needCommittee members need traceable claims, not narrative alone

OutputIC pack and key-question log attached to the memorandum

Admitted source envelope

Source materials enter the engagement as a controlled register — scanned, classified, and scoped before the workflow runs.

Source register for this workflow

Source register

Pending admission · scanner gate

4 sources
SourceDescriptionStatus
Confidential information memorandum (CIM)Confidential information memorandum (CIM).01
Sponsor model and the assumptions sheet that drives itSponsor model and the assumptions sheet that drives it.02
Data room contents — financials, customer references, contracts, audit findingsData room contents — financials, customer references, contracts, audit findings.03
Counterparty material — sponsor letters, prior memoranda where availableCounterparty material — sponsor letters, prior memoranda where available.04

Workflow process

A versioned pipeline — each stage records what happened, what you can review, and what output it produces.

Stage pipeline

Topological DAG · runtime enforced

3 steps
COMMERCIALDILIGENCERISK REGISTERSYNTHESISE
Workflow · DIRECT-IDD · 3 steps · cited
  1. 01

    Admit source materials

    CIM, sponsor model, assumptions sheet, and data room contents enter the engagement envelope.

    Recorded
    Per-source hash, kind classification, and admission audit row.
    Review
    Deal team confirms the room reflects a closing process, not a pitch deck alone.
    Output
    Admitted source register with data room inventory.
  2. 02

    Extract commercial diligence

    commercial_diligence reads the CIM and data room for growth drivers, unit economics, competitive position, and regulatory posture.

    Recorded
    Each finding anchored to a source span; unsupported claims excluded.
    Review
    Analyst verifies coverage against the sponsor's stated thesis.
    Output
    Commercial diligence extract with citation map.
  3. 03

    Build the risk register

    risk_register produces a typed register keyed to the sponsor's own language, ordered by severity.

    Recorded
    Risk entries with rationale citations and severity classification.
    Review
    Partner reads the register next to the lead deck without translation.
    Output
    Risk register keyed to sponsor language.
  4. 04

    Review the sponsor model

    The assumptions sheet is read against the citations the model relies on; discrepancies are surfaced.

    Recorded
    Model-against-source review with explicit discrepancy callouts.
    Review
    Partner challenges any assumption not tied to a cited source span.
    Output
    Model review appendix with flagged discrepancies.
  5. 05

    Synthesise the memorandum

    synthesise composes the memorandum, IC pack, and key-question log from upstream nodes.

    Recorded
    Draft version, schema validation, and missing-claim exceptions.
    Review
    Partner reviews before sign-off; key questions stay on the cover.
    Output
    Investment memorandum draft with key-question log.
  6. 06

    Route for partner challenge

    Partner reads the draft against source spans; uncited sections are rewritten or removed.

    Recorded
    Review state transitions and partner comments in the audit log.
    Review
    Partner decides what stays, what is removed, and what goes to the sponsor.
    Output
    Reviewed draft ready for committee.
  7. 07

    Lock the version

    The signed memorandum is locked; share links and exports render from the locked artifact.

    Recorded
    memorandum.locked event with immutable version id.
    Review
    Partner name on the document.
    Output
    Locked investment memorandum with defensible record.

Workflow outputs

Committee-ready artifacts — each with a named reviewer and a defensibility standard.

  • Investment memorandum

    Structured to the House reading template with span-level citations on every factual claim.

    Reviewed by
    Partner and deal team
    Defensibility
    Source hash re-verified at read; changed underlying sources flag red.
  • Risk register

    Typed risks keyed to the lead sponsor's language, ordered by severity with rationale citations.

    Reviewed by
    Partner and IC
    Defensibility
    Each risk cites the source span that supports the rationale.
  • Key-question log

    Questions the workflow could not answer from documents on hand — attached to the memorandum, not buried in an appendix.

    Reviewed by
    Deal team and sponsor
    Defensibility
    Explicit record of evidence gaps; no silent estimates in the body.
  • Model-against-source review

    Review of sponsor model assumptions against the cited sources they depend on.

    Reviewed by
    Partner and analyst
    Defensibility
    Discrepancies surfaced where the sheet asserts figures absent from cited sources.

Deal memos that cannot be cited are rewritten before they leave the chamber.

Direct IDD anchors commercial findings, risk entries, and model assumptions to source spans by hash. The key-question log preserves evidence gaps explicitly. Partner review is recorded; the locked version is the committee artifact.

  • Unsupported claims do not enter the memorandum body — they become key questions
  • Market-sizing from outside the data room is refused unless a third-party report is admitted as a source
  • Follow-on rounds highlight deltas when prior-round documents are present
  • Recommendation language is partner-reviewed — the system does not decide

Diligence OS supports investment judgment. It does not make investment decisions, provide investment advice, or guarantee risk detection.

Why not generic AI

Prompt-based tools produce inconsistent outputs with weak provenance. This workflow runs a structured process with an admitted source envelope and a versioned review path.

Comparison of generic AI tools and Diligence OS for this workflow

Starting point

Generic AIChat-first

Diligence OSWorkflow-first

Process

Generic AIUser-defined prompts

Diligence OSVersioned process

Provenance

Generic AIWeak provenance

Diligence OSSource-span citations

Across documents

Generic AIOne file at a time

Diligence OSThe full set reconciled; contradictions surfaced

Review

Generic AIHard to review

Diligence OSPartner review states

Outputs

Generic AIInconsistent outputs

Diligence OSRepeatable artifacts

Memory

Generic AINo durable workflow memory

Diligence OSAppend-only audit trail

Committee use

Generic AIDifficult to defend

Diligence OSCommittee-ready outputs

Data room handling

Generic AIAd hoc Q&A over files

Diligence OSAdmitted envelope + extract + synthesise pipeline

Business value

Institutional outcomes — not productivity slogans.

  • Compress deal diligence cycles while preserving span-level citation standards
  • Reconcile sponsor model assumptions against cited sources before IC
  • Standardize memorandum structure across deals and analyst teams
  • Surface key questions explicitly — reduce back-and-forth buried in email
  • Improve committee preparation with a traceable evidence path
  • Create a defensible record for follow-on rounds and portfolio review

Security and control

Closed by construction — each engagement runs inside a dedicated chamber with an append-only audit trail.

  • Closed-system workflow — each engagement runs in an isolated chamber
  • Engagement-level isolation with row-level tenant scoping
  • Source-controlled review — partners read drafts against the audit log
  • No training on customer documents — ever, by anyone
  • Citation-backed artifacts with hash-verified source spans
  • Versioned workflow history preserved on every run
  • Audit trail on reads, retrievals, model calls, and locks
  • Reviewer traceability — partner review recorded before sign-off

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