Companies · AI / ML
DALLAS · AI / ML · refined from filed group “Other”
Diligence memoA one-page analyst read on Guideboat AI HoldCo, LLC — recommendation, valuation, rhythm, risks.→Guideboat AI HoldCo, LLC looks over-valued against its niche peers and is dormant on financing cadence.
Synthesized from the figures below est. — every claim rests on a number shown on this page. Valuation uses the ai/ml sector profile.
Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.
Procedural diagnosis est. — rule-based common-sense checks over the filing pattern, issuer name, activity cadence, and surfaced operating evidence.
Guideboat AI HoldCo, LLC behaves more like a recurring private-offering issuer than a conventional venture-backed operating company.
No named principal in this company's public records yet — see all operators below.
Explore how these operators interlock with other companies in the operator network.
Guideboat AI HoldCo, LLC is one of 2067 AI / ML companies tracked from DALLAS. By capital raised it ranks in the upper tier (ahead of 86% of sector peers), and in the upper tier by modeled valuation est..
Ranking is computed against this company's own sector cohort — reported capital is fact; valuation tiers are modeled.
As reported in public records reported — not modeled.
Solid bars are reported offering amounts reported; hatched bars are the modeled post-money valuation est. — both on one shared scale so you can read raise-vs-worth at each round directly. Use the toggles to overlay data labels and the niche-peer / market average value lines.
The line shows cumulative reported funding over the period; + labels show new capital added between points when there is room. Toggle on-bar figures, plus the niche-peer and market averages, to read this company against its cohort. Benchmarks are modeled medians.
Stages are modeled from round size (public records carry no series label). No record for: Pre-Seed, Seed — the company may have raised it under a different exemption, merged it into an adjacent record, or skipped it. Sequence completeness: 33%.
Round size and date are reported; the stage label is inferred from round size (latest is Series A — a $4.0M–$15M round). Valuation is modeled from stage benchmarks scaled by the ai/ml sector profile. Directional, not a quoted figure.
Not enough modeled valuation points to chart a trajectory.
Benchmarked against 2067 companies in AI / ML. Each bar is a median (the middle company, not an average — outliers don't skew it). Two yardsticks: real money raised (reported on Form D) and modeled value (our estimate est.). These are whole-sector medians across all stages, except the per-stage row.
Raised more than 86% of sector peers (real $). Modeled value above 88% of peers (estimate).
A tighter cohort than the sector chart above — only companies at the same stage (Series A) that last raised in the same ~3-year era, ranked by modeled value est. (not money raised). This is the exact set the analyst read compares against, so a like-for-like cohort is what makes "over/under-valued" meaningful. This company ranks #19 of 93.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| Spice AI, Inc. | Series A | $15.2M | $211.7M | 3.99× |
| Definitive Intelligence, Inc. | Series A | $20.6M | $187.1M | 3.53× |
| Lang Artificial Intelligence, Inc. | Series A | $10.5M | $167.6M | 3.16× |
| Fixie.ai Inc. | Series A | $16.5M | $121.5M | 2.29× |
| Secure AI Labs, Inc. | Series A | $7.9M | $115.2M | 2.17× |
| Ventrilo.ai, Inc. | Series A | $10.1M | $102.8M | 1.94× |
| Controlrooms.ai, Inc. | Series A | $13.4M | $100.2M | 1.89× |
| AI Clearing Inc. | Series A | $11.3M | $99.3M | 1.87× |
| martini.ai Corp. | Series A | $5.9M | $94.4M | 1.78× |
| Astraea, Inc. | Series A | $17.3M | $93.4M | 1.76× |
| Mesh Intelligent Technologies, Inc. | Series A | $13.5M | $91.4M | 1.72× |
| BIO-AI, Inc. | Series A | $10.0M | $89.7M | 1.69× |
| Guideboat AI HoldCo, LLC this company | Series A | $8.1M | $82.4M | 1.55× |
Stage is inferred from round size est., not reported on the filing — a round's dollar size maps to a bucket: Pre-Seed <$1.0M · Seed $1.0M–$4.0M · Series A $4.0M–$15M · Series B $15M–$40M · Series C $40M–$100M · Series D+ $100M–$400M · Growth/Late >$400M.
| Stage | Amount · real | Announced | Post-money · est | Value · est | Conf. |
|---|---|---|---|---|---|
| Series A | $8.1M | 2023-04-27 | $36.7M | $82.4M | 90% |
Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.
Predictive signals are modeled est. from this company's own cadence and step-up, plus sector benchmarks — directional, not advice. Peer set and a CSV export live in your analyst workspace.
Officers, directors and promoters named in this company's public recordsreported — the people who run it (not its investors). "Also runs" counts come from name-matching across all records, so verify before acting.
| Person | Role | Also runs | Tied since |
|---|---|---|---|
| Michael Sutton | — | 7 other | 2023-04 |
Guideboat AI HoldCo, LLC is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.
Nearest neighbours across the whole database — matched on sector, stage and capital scale, and on shared operators (officers or directors named at both companies in public filings). A discovery shortlist, not a valuation cohort — verify before acting, the same way modeled figures are directional.
| Company | Sector | Stage | Raised · real | Value · est | Why similar |
|---|---|---|---|---|---|
| GCP AI InvestCo, LLC | AI / ML | Series A | $8.5M | $86.8M | network1 shared operator · same sector · same stage |
| GreyNoise Intelligence, Inc. | AI / ML | Series A | $5.0M | $157.2M | network1 shared operator · same sector · same stage |
| Narada AI Inc. | AI / ML | Series A | $8.1M | $26.8M | same sector · same stage |
| Thrive AI Health, Inc. | AI / ML | Series A | $8.0M | $48.0M | same sector · same stage |
| Virtuous AI, Inc. | AI / ML | Series A | $8.2M | $30.3M | same sector · same stage |
| Tektonic AI, Inc. | AI / ML | Series A | $8.0M | $50.1M | same sector · same stage |
| Azra AI Holdings, Inc. | AI / ML | Series A | $7.9M | $7.4M | same sector · same stage |
| Series.AI Inc. | AI / ML | Series A | $7.9M | $81.2M | same sector · same stage |
Matched by meaning, not labels — a local language model reads each company's name, sector and description and ranks the closest in that learned space. This catches look-alikes that cross sector boundaries; the structured list above explains its matches, this one trusts the text. Directional, like every modeled signal here.
| Company | Sector | Stage | Value · est | Match |
|---|---|---|---|---|
| Guideboat LB HoldCo, LLC | Other | Series A | $54.3M | 86% |
| GCP AI InvestCo, LLC | AI / ML | Series A | $86.8M | 82% |
| Pressmaster.ai Holding Inc. | AI / ML | Seed | $6.9M | 82% |
| Gaingels Orca AI LLC | AI / ML | Pre-Seed | $1.5M | 80% |
| Artemis AI Investments LLC | AI / ML | Pre-Seed | $6.3M | 80% |
| MyCoach AI, LLC | AI / ML | Pre-Seed | $5.0M | 80% |
| Gaingels Forma AI LLC | AI / ML | Pre-Seed | $2.2M | 80% |
| Digital Offshore AI Inc. | AI / ML | Series A | $20.7M | 80% |
See where Guideboat AI HoldCo, LLC sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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