Companies · Software / Tech
COLUMBIA · Software / Tech · refined from filed group “Other”
Diligence memoA one-page analyst read on Huntress Labs Inc — recommendation, valuation, rhythm, risks.→Huntress Labs Inc looks fair against its niche peers and is quiet on financing cadence.
Synthesized from the figures below est. — every claim rests on a number shown on this page. Valuation uses the technology 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.
Huntress Labs Inc is one of 3920 Software / Tech companies tracked from COLUMBIA. By capital raised it ranks among the largest (ahead of 99% of sector peers), and among the largest 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: 67%.
Round size and date are reported; the stage label is inferred from round size (latest is Series D+ — a $100M–$400M round). Valuation is modeled from stage benchmarks scaled by the technology sector profile. Directional, not a quoted figure.
Benchmarked against 3920 companies in Software / Tech. 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 99% of sector peers (real $). Modeled value above 98% of peers (estimate).
A tighter cohort than the sector chart above — only companies at the same stage (Series D+) 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 #17 of 29.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| Uniphore Technologies Inc. | Series D+ | $594.9M | $7.7B | 3.56× |
| Capital Integration Systems LLC | Series D+ | $392.9M | $7.3B | 3.36× |
| Remote Technology, Inc. | Series D+ | $310.1M | $6.2B | 2.83× |
| Starburst Data, Inc. | Series D+ | $250.0M | $5.3B | 2.43× |
| Aleo Systems Inc. | Series D+ | $221.2M | $4.2B | 1.93× |
| Matter Labs | Series D+ | $252.0M | $3.5B | 1.61× |
| Material Technologies Corp | Series D+ | $221.5M | $3.4B | 1.58× |
| Mammoth Admin & Tech, LLC | Series D+ | $270.0M | $3.4B | 1.57× |
| R Software Inc. | Series D+ | $242.0M | $3.0B | 1.38× |
| Renew Tech One Ltd | Series D+ | $200.0M | $2.7B | 1.26× |
| Monad Labs, Inc. | Series D+ | $258.4M | $2.7B | 1.23× |
| Altana Technologies, Inc. | Series D+ | $344.1M | $2.5B | 1.16× |
| Huntress Labs Inc this company | Series D+ | $292.1M | $2.1B | 0.97× |
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 | $12.1M | 2020-02-18 | $55.2M | $336.9M | 90% |
| Series B | $40.0M | 2021-04-30 | $222.2M | $910.7M | 90% |
| Series C | $60.0M | 2023-04-20 | $400.0M | $806.9M | 90% |
| Series D+ | $180.0M | 2024-06-07 | $1.5B | $2.1B | 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 |
|---|---|---|---|
| Alex E. Kurland | — | — | 2024-06 |
| Brian E. Arnold | — | — | 2024-06 |
| Casber E. Wang | — | — | 2023-04 |
| Christopher D. Bisnett | — | — | 2020-02 |
| Ernie D. Bio | — | — | 2020-02 |
| Everett E. Randle | — | — | 2024-06 |
| John E. Ferrell | — | — | 2024-06 |
| Kyle R. Hanslovan | — | — | 2020-02 |
| Marcos E. Torres | — | — | 2020-02 |
| Suken E. Vakil | — | — | 2021-04 |
Huntress Labs 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 |
|---|---|---|---|---|---|
| Figure Technologies, Inc. | Software / Tech | Series D+ | $299.9M | $2.9B | same sector · same stage |
| Built Technologies, Inc. | Software / Tech | Series D+ | $277.6M | $451.3M | same sector · same stage |
| Powerup Technology Inc. | Software / Tech | Series D+ | $277.0M | $588.4M | same sector · same stage |
| Mammoth Admin & Tech, LLC | Software / Tech | Series D+ | $270.0M | $3.4B | same sector · same stage |
| Elise A.I. Technologies Corp. | Software / Tech | Series D+ | $320.9M | $1.8B | same sector · same stage |
| Oxide Computer Co | Software / Tech | Series D+ | $265.2M | $1.5B | same sector · same stage |
| Clearwater Analytics Holdings, Inc. | Software / Tech | Series D+ | $261.8M | $2.4B | same sector · same stage |
| JenaValve Technology Inc | Software / Tech | Series D+ | $328.5M | $2.2B | 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 |
|---|---|---|---|---|
| Sentinel Labs, Inc. | Software / Tech | Series D+ | $2.8B | 79% |
| Predicate Labs Inc. | Software / Tech | Seed | $68.1M | 79% |
| Parry Labs, LLC | Software / Tech | Series A | $84.3M | 78% |
| Pursuit Labs, Inc. | Software / Tech | Pre-Seed | $1.2M | 78% |
| Carver Labs, Inc. | Software / Tech | Series A | $116.5M | 78% |
| Bay Labs, Inc. | Software / Tech | Series C | $1.7B | 78% |
| Sonar Labs, Inc. | Software / Tech | Series A | $94.9M | 78% |
| Aardwolf Labs, LLC | Software / Tech | Pre-Seed | $9.9M | 78% |
See where Huntress Labs 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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