* Revenue figures are market-based estimates only and are not guarantees of income. Actual results will vary based on execution, market conditions, and individual effort. This is not financial or investment advice.
How the agent runs it
AutoDiligence ingests raw financials, operational data, and seller intake forms from small business owners seeking an exit, then autonomously produces a full Confidential Information Memorandum (CIM), buyer outreach lists, NDAs, Q&A response packages, and deal timeline management — all without a human M&A advisor touching the file. The CEO orchestrator agent assigns each deal to specialist agents, monitors deal stage progression, enforces SLA deadlines, and escalates only when a buyer LOI exceeds a pre-set dollar threshold or a legal anomaly is flagged. Revenue is earned on a retainer-plus-success-fee model, with the platform handling 8–20 active deals simultaneously across a range of $500K–$5M enterprise value businesses.
Who this is for
Ideal for an owner with a background in investment banking, business brokerage, or M&A advisory who understands deal structure but wants to operate a leveraged, low-headcount practice. This person does not need to be a developer — they need deal sourcing relationships and the credibility to sign engagement letters with sellers. The autonomous back-office eliminates the analyst and associate layer entirely, making a solo operator competitive with a 5-person boutique.
Market opportunity
There are over 4.5 million U.S. small businesses owned by Baby Boomers expected to change hands before 2030, creating a structural surge in lower-middle-market deal flow that traditional brokers cannot absorb. The average human-staffed brokerage handles 10–15 deals per year per advisor; an agent-powered bureau can process 3–4x that volume with no incremental labor cost. AI-assisted deal packaging is still nascent — no dominant automated platform exists at the sub-$10M enterprise value tier as of 2025.
Boss agent: APEX — Autonomous Process & Execution Orchestrator
APEX monitors all active deals in the Airtable pipeline, routes tasks to specialist agents based on deal stage, enforces deadline SLAs, and triggers human escalation only when predefined financial or legal thresholds are breached.
- ■ No CIM is released to buyers until the Compliance Agent has cleared all PII redaction and verified no broker-dealer language is present
- ■ Any LOI or term sheet above $2.5M enterprise value is automatically paused and flagged to the human owner before the seller is notified
- ■ All buyer NDA data is logged with a timestamp and stored in the deal-room audit trail before outreach proceeds
The agent team
Human touchpoints
// the only things that still need you
- 👤 Signing the seller engagement letter and retainer agreement (legal signature required on every deal)
- 👤 Reviewing and approving any LOI or term sheet where enterprise value exceeds $2.5M before the seller is notified
- 👤 Authorizing success-fee wire transfers above $15,000 via the business banking portal
- 👤 Handling any direct seller call where the business owner demands a human advisor conversation before proceeding
- 👤 Making final judgment on deals flagged by COMPLY for potential regulatory risk that the agent cannot classify with confidence
Tech stack
Monetization
Sellers pay a $2,500–$5,000 upfront retainer for deal packaging plus a 2–3% success fee on closed transactions; the platform targets 8–15 active deals at any time, with success fees on even two closings per month producing $20K–$60K in back-end revenue.
Key risks
- → Seller-provided financials may be inaccurate or fraudulent, creating liability if the CIM is relied upon by buyers without human CPA verification
- → Regulatory classification risk if state securities or broker-dealer laws are triggered by agent-driven buyer solicitation activities
Getting started
- 1 Define your target deal profile and intake formNarrow your niche to one or two business types — e.g., HVAC service businesses or e-commerce brands — so agent prompts and CIM templates can be pre-optimized. Build a structured Airtable intake form that captures 3 years of P&L, customer concentration, owner SDE, lease terms, and key risk factors.
- 2 Build the CIM generation agent with ClaudeTrain the CIM Writer Agent on 5–10 real anonymized CIMs to establish tone, structure, and financial narrative conventions. Use Claude's long-context window to ingest full financial data dumps and produce a 25–40 page draft CIM in a Notion document automatically upon intake completion.
- 3 Integrate DocuSign for autonomous NDA distributionConnect the Buyer Outreach Agent to a curated buyer database (PE firms, search funds, strategic acquirers) and automate NDA send, track, and countersign workflows via DocuSign API so no human needs to manage document logistics on any individual deal.
- 4 Set up the orchestrator's escalation and SLA rulesConfigure the CEO orchestrator agent with hard rules: flag any deal where buyer LOI exceeds $3M for human review, alert the owner if a deal sits in Q&A stage for more than 10 days without buyer response, and automatically pause outreach if a seller uploads revised financials mid-process.
- 5 Source your first three seller clients via broker networksJoin IBBA (International Business Brokers Association) and two regional deal-flow groups to surface your first seller engagements; offer the first deal at a reduced retainer of $1,500 to generate a real CIM the agent team can be validated against before scaling to full pricing.
// done for you
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