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Sample DD report · synthesized for evaluation

Acme Robotics Inc.

Private · Industrial automation · Collaborative robotics
Generated 2026-07-12 · dodilligence.io D-CORE · sample excerpt

Illustrative industrial / hardware PE sample. Paid orders deliver a full 10–20 page professional multi-section PDF with multi-source collection. Not legal or financial advice.

10–15h
Public grind saved
$49
Single live PDF
40+
Sources cited
Revenue (LTM)
$61M
Gross margin
40%
Top-5 cust %
~48%
Stage
Series C

1. Snapshot

Legal / HQ
Delaware C-corp · Pittsburgh, PA · ~220 FTEs
Product
Collaborative robotic arms (cobots) for mid-size manufacturers
Go-to-market
Direct sales + system integrator channel (~30% of units)
Last financing
Series C $75M (2025) · growth PE co-invest reported
Revenue mix
Hardware ~70% · Services/install/training ~20% · Software/fleet mgmt ~10%
Export exposure
~25% revenue ex-US · dual-use classification open for some SKU lines
Customer concentration
Top-5 ~48% revenue (illustrative) · two OEMs >10% each

Screening a real industrial target? Same layout, live multi-source PDF — $49 after Stripe. Built for hardware PE first-pass before the data room. Delivery proven: Tesla 3s · Alphabet 4s · OpenAI 15s · Palantir 24s (median 15s, 4 real orders) — see delivered PDFs →. Money-back if materially incomplete.

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2. Key risks (industrial / hardware PE lens)

3. Financial health signals (illustrative)

Revenue trend
$42M → $51M → $61M (Y-2 → Y-1 → LTM) · est. mid-teens CAGR
Gross margin trend
38% → 39% → 40% · services mix lift
EBITDA margin
6% → 8% → 9% · scale early, not yet proven at volume
Recurring / services %
18% → 21% → 24% · attach expanding (illustrative)
Top-5 customer %
~48% LTM — concentration flag
Cash / burn
~$45M cash on hand · ~$3M/mo net burn · ~15 mo runway at current spend
MetricY-2Y-1LTMNote
Revenue ($m)425161est. mid-teens CAGR
Gross margin38%39%40%services mix lift
EBITDA margin6%8%9%scale early
Recurring / services %18%21%24%attach expanding
Top-5 customers %~48%concentration flag

Same multi-source PDF pipeline as paid packs. Industrial PE first pass: concentration, margin quality, export flags, competitive pressure, recurring attach — before counsel and VDR hours.

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4. Market & competition

5. Risk register sample severity tags · industrial PE

Industrial / hardware PE pre-filter. Severity tags mirror live paid packs (Red kill / Yellow / Watch). Figures illustrative — not a real company QoE.

SeverityRiskWhy it mattersProbe
Red gateTop-5 customers >45% revenueSingle OEM cancel kills thesisContract terms + backlog aging
Red gateGross margin <25% at hardware-onlyUnit economics unprofitable without servicesCOGS by SKU + attach rate
YellowExport / dual-use classification openDeal timing / counsel costTrade counsel memo (EAR)
YellowGross margin opacity / services mix unclearHardware unit economics hard to modelCOGS by SKU + attach rate
YellowPlatform vendor encroachment into mid-marketPrice pressure / feature parity within 24moWin/loss vs majors + pricing trend
WatchKey-person (founder/CTO)IP + customer trust concentratedOrg depth + retention plan
WatchAftermarket recurring rampCould re-rate multiples if durableARR / spare-parts mix trend

Same multi-source PDF pipeline as paid packs paid Tesla pack → PDF 3–24s after Stripe (median 15s · 4 real orders), multi-source. Same path for industrial targets.

5a. Comparable transactions (industrial · illustrative)

TargetBuyerDeal valueRev multEBITDA multYearStrategic logic
Collaborative Robotics Co.Strategic acquirer$420M5.8x18.2x2025Tuck-in for factory automation platform
Mesa Automation HoldingsMid-market PE$310M4.2x14.5x2025Platform build; aftermarket service upside
Precision Robotics Inc.PE sponsor$680M6.1x19.0x2024Consolidation play in collaborative robotics
VoltEdge SystemsStrategic$190M3.5x11.8x2024Component integration; patent portfolio

Live pack output: transaction comps are sourced from public press releases, SEC filings, and industry databases — with EBITDA multiples normalized to LTM at announcement. Associates receive an editable PDF table, not a static screenshot.

5b. IC kill-gate scorecard (pre-VDR · industrial)

GateKillHoldGo (illustrative)
Customer concentrationTop-1 >30% or top-5 >50%Top-5 35–50%Top-5 <35% + multi-year backlog
Gross margin qualityOpaque COGS / negative unit contribMargin Clear hardware+services bridge
Regulatory / exportUnresolved dual-use / denied partyOpen classification workstreamClear classification + counsel path
IP / tech ownershipCore IP not assignableContractor IP gapsClean assignment + freedom-to-operate
Key-personDeal depends on 1 personThin bench under founder/CTODocumented bench + retention plan

6. Legal / commercial flags to pull in VDR

7. IC workplan — first 48 hours (industrial PE associate)

Stripe checkout → multi-source PDF build → email delivery Stripe → D-CORE multi-source build → PDF email delivery.

8. Supply-chain dependency matrix (industrial PE · pre-VDR)

Associates reconstruct this from public supplier disclosures, 10-K risk factors, patent assignments, and job posts before the VDR opens. The live pack automates collection and flags concentration thresholds automatically.

Component class Supplier tier Concentration risk Public signal to verify Kill-gate?
Precision machined parts T2 (sole-source) High — single foundry 10-K supply risk disclosure; patent assignment chain Yes — if sole-source + no dual-source plan
Electronics / PCB assemblies T2 (2 suppliers) Medium — 70/30 split Import records; customs HS code filings No — monitor margin impact
Raw materials (steel/alloy) T3 (commodity) Low — spot market Commodity price hedging disclosure in 10-K No
Proprietary IP / firmware T1 (in-house) High — key-person dependency Patent inventor concentration; LinkedIn tenure Yes — if top-3 inventors >60% of portfolio
Contract manufacturing T1 (single CM) High — geographic single-point Facility addresses in filings; shipping records Yes — if no documented CM transition plan

Live pack output: this matrix is auto-populated from public filings, patent records, and import data — with concentration thresholds pre-calculated against IC deal-screen criteria. Associates receive it as an editable PDF section, not a blank template.

9. Synergy & value-creation levers industrial deal model

Post-close value creation in industrial / hardware deals hinges on operational efficiency, footprint optimisation, and procurement leverage. Below is the illustrative framework our packs surface with public signals.

LeverThesisPublic signalQuantification potential
Cost: Plant footprint consolidationClose 2-3 underutilised sites post-closeCapacity utilisation from 10-K segment data; facility disclosures~$5-8M annual fixed cost reduction per site closed
Cost: Procurement leveragePool raw-material spend across portfolio companiesSupplier concentration in 10-K; commodity exposure hedging notes~3-5% COGS reduction on consolidated spend base
Revenue: Cross-selling distributionPush portfolio products through target's distributor networkDistributor count / channel geography from filings or trade data+$6-10M revenue Y2 (channel fill rate uplift)
Revenue: Pricing disciplineSegment price lists by customer tier (OEM vs aftermarket)Customer concentration; gross margin by segment+4-7% gross margin lift on aftermarket mix shift
Working capitalTighten DPO from 38 → 52 days via supplier renegotiationDays payable outstanding trend; supplier count$3.5-5M one-time cash release
Capex deferralDefer non-critical capex year 1, fund in year 2 from cash flowCapex / depreciation ratio; maintenance vs growth split$4-6M Y1 cash preservation
Vertical integrationIn-source a high-spend component currently bought from 3rd partyBill-of-materials analysis; supplier switching costs~$2-3M annual margin improvement at scale
Value creation headline
$18-25M EBITDA impact over hold period (cost + revenue + working capital combined, base case)
MOIC sensitivity
At 6x entry / 8x exit on $22M base EBITDA → 2.4x baseline → 3.2x with levers
IC question
Which levers are within management's control (procurement, WC) vs which need capex (footprint, vertical integration)? Sequence accordingly.

Why this matters: Industrial IC memos trade on EBITDA expansion bridge and working capital release. Showing each lever with quantification potential signals operational seriousness to the deal team. Order on your target →

10. Working capital & QoE bridge illustrative · industrial PE

Paid packs surface a first-pass WC / quality-of-earnings style bridge from public signals so associates know which adjustments to demand in confirmatory. Figures below are illustrative for Acme Robotics — not a real QoE opinion.

LineReported (LTM)AdjustmentAdjustedWhy / public signal
Revenue$84.2M−$3.1M non-recurring OEM catch-up$81.1MOne-time backlog release in Q4 press note
Gross profit$31.2M (37.1%)−$1.4M freight surge reclass$29.8M (36.7%)Carrier surcharge language in supplier 10-Ks
EBITDA (mgmt)$14.6M−$2.2M add-backs challenged$12.4MOwner salary + one-time ERP project in MD&A style notes
NWC (ex-cash)$18.9M+$2.1M inventory aging$21.0MDIO stretch vs peer set; CM consignment risk
Cash conversion72%−8 pts WC drag~64%Receivables cluster at top-2 OEMs
IC implication
If challenged add-backs stick, entry EBITDA is ~15% lower — re-run LBO at $12.4M, not $14.6M.
VDR pull list
Monthly NWC bridge 24 months · aged AR by customer · inventory by SKU/aging · add-back schedule with invoices · customer credit memos

Live pack: auto-flags concentration-driven AR risk and peer DIO/DSO bands so you walk into QoE with a pre-built challenge list. Order on your target →

11. Management & governance questions IC / board prep

Mirrors the management section of the live multi-section PDF. Ask these before LOI; escalate red answers into SPA protections.

#QuestionWhy it mattersRed answer
1Who owns the top-3 OEM relationships day-to-day, and what happens if they leave in year 1?Key-person + concentration stackSingle AE / founder owns all three with no succession plan
2Walk the last 12 months of warranty claims by product family and root cause.Quality / field failure risk on industrial robotsClaims rising, no FMEA process, no reserve policy
3Show the CM dual-source plan and transition cost for the primary assembly line.Single-point geographic CM riskNo alternate CM qualified; 18+ month re-qual
4Which patents are assigned to the company vs inventors / prior employers?IP ownership chain (see also /ip-due-diligence)Unassigned inventor patents; open university claims
5Board composition, related-party leases, and any family employment above $150k.Governance / leakage into EBITDARelated-party rent above market; undocumented related pay
6What is the 24-month hiring plan for controls engineers vs open reqs today?Delivery capacity vs backlogBacklog up, engineering headcount flat or declining
7Disclose any open product liability, export-control, or environmental notices.Contingent legal / regulatoryOpen EAR inquiry or unreserved product claim
8How are customer SLAs structured (uptime, response, liquidated damages)?Margin erosion on service attachAggressive LD caps with no insurance backstop
Deal-team use
Paste into management meeting agenda; tag owners; feed kill-gate scorecard before capital commit.

Why this depth: samples that only show narrative lose buyers. Live packs include governance questions + risk register so associates leave with an IC-ready workplan. Get the full PDF on your target → · 100+ DD questions guide

Sample vs live paid pack

This free industrial sample
  • Illustrative Acme Robotics narrative — not a real target
  • 11 sections on one web page (risk register + kill-gates + supply-chain + QoE/WC bridge + management Qs + workplan)
  • Static, hand-written content — no live data collection
  • No PDF, no email delivery, no order reference
  • Good for: evaluating report structure & depth before you pay
Live $49 PDF (Stripe) — what you actually get
  • Real target you name — any public/private company, any ticker
  • 18 sections across a multi-page PDF (cover + scope + TOC + executive summary + company overview + business model & segment economics + industry structure + competitive landscape + financial analysis + operations/supply chain + management & governance + legal proceedings + regulatory + ESG + integrated risk register + opportunities + valuation & underwriting + diligence workplan + sources)
  • Structured risk register, financial workpapers, segment economics, IC workplan
  • Multi-source public-data synthesis with a sources & methodology appendix
  • Overall diligence score (/100) + recommendation stance + confidence rating
  • PDF emailed — median 15 seconds from Stripe payment-clearing to inbox
  • Verified delivered: Tesla (DI-1F0059F32F, 3s) · Alphabet (DI-6B89BAD2, 4s) · Palantir (DI-PLTR-STRYKES-0714, 24s) · OpenAI (DI-B139775EBA, 15s) — see real PDFs →
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