How Lacuna reads a company
The rest of this page applies the Lacuna methodology to ACME Corporation, a fictional anvil-and-explosives conglomerate, and its six fictional peers in a single constructed sector — Pursuit & Capture Infrastructure. None of these companies trade. None of these executives exist. Every footnote and filing referenced here was authored to teach a specific forensic move.
What is real is the apparatus around them. The same UI you see in production renders this cohort. The same data contracts move the numbers. The same scoring engine assigns Lacuna composite, execution, and aspiration scores. Different company. Identical machinery. The point of the walkthrough is to let you watch the methodology operate on a case where the answers are arranged in advance — so the verdict is legible without insider knowledge.
Seven companies. One constructed sector.
The Pursuit & Capture Infrastructure sector is a teaching device. It groups one regulated monopoly, one quiet compounder, one network-effect analytics provider, one PE roll-up, one diversified conglomerate, one hyper-narrative growth story, and one mixed model — so the seven verdicts span every gap zone the engine recognises.
| Ticker | Company | Lacuna | Execution | Aspiration | Gap Zone | Investor Action | Verdict |
|---|---|---|---|---|---|---|---|
| ACME | ACME Corporation | 41 | 50 | 76 | WATCH ZONE | HOLD - MONITOR | Regulated anvil monopoly funds three competitive transformation narratives in various stages of unverified delivery. TNT.ai launched 18 months ago with zero named production clients. POP unified platform launched September 2024 with zero named production clients. Three of four operating presidents have never spoken on a public earnings call. |
| TRIK | Trickster Tech Analytics | 84 | 82 | 84 | ALIGNED | STRONG BUY | Owns the Capture Rate Index — the industry-standard benchmark licensed by 91 percent of large pursuit operators. Network-effect data moat. Premium multiple is fully earned by demonstrable execution. |
| BDRK | Bedrock Pursuit Holdings | 76 | 72 | 68 | ALIGNED | BUY WITH CAUTION | Closest structural analog to ACME but disciplined. Stone-quarry permitting monopoly funds a competitive technology arm with named clients, attributed revenue, and accountable executives. The bifurcated model done honestly. |
| THCS | Tortoise & Hare Capture Solutions | 76 | 80 | 70 | HEALTHY TENSION | BUY WITH CAUTION | Quietly compounds at sector-median revenue growth with above-median margin discipline. Three generations of the founding family in operating roles. No transformation narrative. Trades at 17x — discount to sector despite top-quartile execution. |
| PIG | Pursuit Industries Group | 55 | 52 | 64 | HEALTHY TENSION | HOLD | Twenty-seven acquisitions in ten years compounding into 7 percent revenue growth that is 4 points acquisition and 3 points organic. Segment reporting consolidated four times since 2019 obscuring underlying organic performance. |
| SMIH | Saturday Morning Industrial Holdings | 44 | 38 | 48 | HEALTHY TENSION | UNDERWEIGHT | Private-equity-backed conglomerate of forty-three brands with 4.2x net leverage and five different segment reporting structures since 2018. Disclosure opacity is structural, by design. |
| MARV | Marvelous Mechanisms Corp | 27 | 28 | 88 | NARRATIVE DANGER | AVOID | Pre-revenue AI-native kinetic delivery platform with $400M cumulative losses, fourteen pilot announcements over four years, zero named production clients. Trades at fourteen times revenue. Single founder-driven narrative. |
Same sector. Seven companies. Four distinct verdicts.
Execution score on the horizontal axis. Aspiration-to-execution gap on the vertical axis — the spread the market is paying for narrative the delivery has not yet earned. Each quadrant resolves to a different investor verdict.
Same sector. Seven companies. Four distinct verdicts.
How the methodology survives scrutiny
Four reference layers govern every report: how sources are weighted, how disclosure is classified, where the rubric is structurally capped, and what evidence each sector is expected to publish. The "Confidence" metric in the verdict synthesis reflects how well-evidenced our forensic synthesis is — not the issuer's narrative credibility — and is auto-normalized upward against a deterministic floor when the model under-reports it.
Sources are weighted by attestation strength. Higher-weight sources can override lower-weight ones; the inverse is never true.
| Source | Weight | Why |
|---|---|---|
| Audited financial statements (10-K / 10-Q) | 1.00 | Auditor attestation, legal liability, restatement-bound |
| MD&A and certified earnings releases | 0.85 | Officer-certified narrative tied to filed financials |
| Earnings call transcripts | 0.70 | On-the-record management commentary, queryable by analysts |
| Investor day / capital markets day decks | 0.60 | Curated forward narrative; not officer-certified |
| Press releases / blog / social | 0.40 | Marketing surface; weakest standalone attestation |
| Third-party research / news | 0.30 | Used only to corroborate or contradict primary sources |
| State | Meaning |
|---|---|
| VERIFIED | Measurable outcome disclosed in a primary source with figures attached |
| SUPPORTED | Indirect evidence exists (peer disclosure, contract filing, regulator action) |
| PARTIAL | Some disclosure but missing a key dimension (magnitude, timing, attribution) |
| CLAIMED | Narrative assertion only; no measurable disclosure tied to the claim |
| UNVERIFIED | No evidence identified in primary or corroborating sources |
Hard caps applied after rubric synthesis. Caps lower scores only — they never raise them. When multiple caps fire on a dimension, the lowest cap wins. Every clamp is recorded in the report's governance log so the score is fully traceable.
| Trigger | Dimension | Max score |
|---|---|---|
| No attributable AI revenue or operating KPI disclosed | AI Credibility | ≤ 35 |
| No named customers, anchor contracts, or attributable wins | Client Validation | ≤ 40 |
| Operating KPIs (retention, ARPU, conversion) not disclosed | Disclosure Quality | ≤ 45 |
| 3+ items in sector evidence library not publicly disclosed | Disclosure Quality | ≤ 50 |
| Forward statements lack dated, trackable milestones | Narrative Consistency | ≤ 50 |
| 3+ unit-economics items in sector library not disclosed | Financial Delivery | ≤ 55 |
Each sector's Expected Evidence Library defines what a credibly-disclosed peer publishes. Items missing from public disclosure are surfaced verbatim in the Pressure Test Summary's "Expected evidence not publicly disclosed" block.
| Category | Evidence required |
|---|---|
| Unit economics | Gross margin by segment, customer acquisition cost, lifetime value, payback period |
| Client validation | Named anchor customers, attributable contract wins, renewal / expansion disclosures |
| Disclosure quality | Operating KPIs (retention, ARPU, conversion), segment financials, restatement history |
| Narrative consistency | Dated milestones, prior-period claim reconciliation, capital allocation hurdle disclosure |
What a Lacuna report looks like
ACME Corporation, the fictional anvil-and-explosives conglomerate