Companies · AI / ML
BAYONNE · AI / ML · refined from filed group “Other”
Diligence memoA one-page analyst read on Legion AI, Inc. — recommendation, valuation, rhythm, risks.→Legion AI, Inc. looks fair against its niche peers and is active 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.
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.
Legion AI, Inc. is one of 2067 AI / ML companies tracked from BAYONNE. By capital raised it ranks mid-pack (ahead of 66% of sector peers), and mid-pack 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). Ladder is contiguous — every modeled rung has a record.
Round size and date are reported; the stage label is inferred from round size (latest is Pre-Seed — a round under $1.0M). Valuation is modeled from stage benchmarks scaled by the ai/ml sector profile. Directional, not a quoted figure.
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 66% of sector peers (real $). Modeled value above 64% of peers (estimate).
A tighter cohort than the sector chart above — only companies at the same stage (Pre-Seed) 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 #38 of 58.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| ToumAI | Pre-Seed | $1.0M | $3.7M | 4.68× |
| Collation.AI, Inc. | Pre-Seed | $1.0M | $3.6M | 4.55× |
| NOSIBLE | Pre-Seed | $1.0M | $3.4M | 4.35× |
| Kernel Intelligence Inc. | Pre-Seed | $935K | $3.3M | 4.25× |
| 722 AI, Inc. | Pre-Seed | $1.0M | $3.2M | 4.06× |
| i-GENTIC AI Inc. | Pre-Seed | $890K | $2.9M | 3.69× |
| Brandrank.Ai Inc. | Pre-Seed | $1.8M | $2.8M | 3.54× |
| Sinai.ai | Pre-Seed | $1.4M | $2.6M | 3.34× |
| Nanovate | Pre-Seed | $1.0M | $2.5M | 3.14× |
| Cardinal Holdings LLC | Pre-Seed | $619K | $2.4M | 3.03× |
| Bella AI, Inc. | Pre-Seed | $650K | $2.1M | 2.69× |
| Knot, Inc. | Pre-Seed | $1.9M | $2.1M | 2.68× |
| Legion AI, Inc. this company | Pre-Seed | $225K | $546K | 0.69× |
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. |
|---|---|---|---|---|---|
| Pre-Seed | $225K | 2025-10-28 | $1.3M | $546K | 90% |
| Pre-Seed | $175K | 2025-10-28 | $972K | $424K | 90% |
| Pre-Seed | $125K | 2025-10-28 | $694K | $303K | 90% |
| Pre-Seed | $100K | 2025-10-28 | $556K | $242K | 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 |
|---|---|---|---|
| Jeffrey Luk | — | — | 2025-10 |
| Longfei Xing | — | — | 2025-10 |
Legion AI, Inc. 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 |
|---|---|---|---|---|---|
| EasyBee AI, Inc. | AI / ML | Pre-Seed | $225K | $603K | same sector · same stage |
| Klira AI Universe Inc. | AI / ML | Pre-Seed | $225K | $502K | same sector · same stage |
| Duo AI Technologies, Inc. | AI / ML | Pre-Seed | $230K | $581K | same sector · same stage |
| Greenfield AI, Inc. | AI / ML | Pre-Seed | $240K | $558K | same sector · same stage |
| Automatic AI, Inc. | AI / ML | Pre-Seed | $204K | $460K | same sector · same stage |
| Artificial Generalized Intelligence Solutions, Inc. | AI / ML | Pre-Seed | $250K | $1.0M | same sector · same stage |
| BibleX.AI, Inc. | AI / ML | Pre-Seed | $250K | $672K | same sector · same stage |
| Startup Coach AI Inc | AI / ML | Pre-Seed | $250K | $916K | 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 |
|---|---|---|---|---|
| AI Fleet Inc. | AI / ML | Series B | $483.1M | 88% |
| Magic AI, Inc. | AI / ML | Series D+ | $4.3B | 88% |
| Sigmatic ai Corp | AI / ML | Pre-Seed | $1.3M | 88% |
| Reed AI Ventures Inc. | AI / ML | Pre-Seed | $653K | 87% |
| Prime Artificial Intelligence, Inc. | AI / ML | Seed | $5.3M | 87% |
| Rings AI, Inc. | AI / ML | Series A | $33.2M | 87% |
| Uta AI INC | AI / ML | Series B | $122.8M | 87% |
| Hopr.Ai, Inc. | AI / ML | Seed | $15.3M | 87% |
See where Legion AI, Inc. sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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