Companies · Software / Tech
FREMONT · Software / Tech · refined from filed group “Other Technology”
Diligence memoA one-page analyst read on Uniformity Labs, Inc. — recommendation, valuation, rhythm, risks.→Uniformity Labs, Inc. 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 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.
Uniformity Labs, Inc. is one of 3920 Software / Tech companies tracked from FREMONT. By capital raised it ranks in the upper tier (ahead of 80% 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 — 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 A — a $4.0M–$15M 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 80% of sector peers (real $). Modeled value above 86% 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 #33 of 278.
| Company | Stage | Raised · real | Value · est | vs peer med. |
|---|---|---|---|---|
| Digital Hands, LLC | Series A | $15.0M | $416.1M | 3.06× |
| Ophelius Labs Inc | Series A | $15.0M | $416.1M | 3.06× |
| StreetLight Data Inc. | Series A | $40.5M | $416.1M | 3.06× |
| Unlimited Labs Inc. | Series A | $23.9M | $416.1M | 3.06× |
| Numerated Growth Technologies, Inc. | Series A | $27.5M | $416.1M | 3.06× |
| Carevive Systems, Inc. | Series A | $22.2M | $414.9M | 3.05× |
| Lyra Technologies, Inc. | Series A | $19.5M | $414.5M | 3.04× |
| Panther Labs Inc. | Series A | $20.4M | $405.4M | 2.98× |
| Ascent Technologies, Inc. | Series A | $22.1M | $405.0M | 2.97× |
| Weyland Tech, Inc. | Series A | $15.3M | $396.3M | 2.91× |
| Transparent Financial Systems, Inc. | Series A | $14.2M | $393.9M | 2.89× |
| Racktop Systems, Inc. | Series A | $14.9M | $385.3M | 2.83× |
| Uniformity Labs, Inc. this company | Series A | $20.5M | $275.2M | 2.02× |
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. |
|---|---|---|---|---|---|
| Seed | $1.3M | 2016-02-24 | $6.3M | $42.6M | 85% |
| Seed | $1.3M | 2016-02-24 | $6.3M | $42.6M | 90% |
| Series A | $4.1M | 2016-12-21 | $18.6M | $113.3M | 90% |
| Series A | $4.1M | 2016-12-21 | $18.6M | $113.3M | 90% |
| Series A | $4.2M | 2018-02-27 | $19.2M | $117.1M | 90% |
| Series A | $10.9M | 2020-09-24 | $49.6M | $275.2M | 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 |
|---|---|---|---|
| Jason Smith | — | 13 other | 2016-02 |
| Adam Hopkins | — | 2 other | 2016-02 |
| ADAM BAYNE HOPKINS | — | — | 2020-09 |
| Adams Hopkins | — | — | 2018-02 |
| ALAN BAYNE BATEY | — | — | 2020-09 |
| JASON BAYNE SMITH | — | — | 2020-09 |
| JOHN BAYNE FIJOL | — | — | 2020-09 |
| LALIT BAYNE MERANI | — | — | 2020-09 |
| Lalit Merani | — | — | 2018-02 |
| SALVATORE BAYNE TORQUATO | — | — | 2020-09 |
| Salvatore Torquato | — | — | 2016-02 |
| SHERYL BAYNE HOPKINS | — | — | 2020-09 |
| Sheryl Hopkins | — | — | 2016-02 |
Uniformity 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 |
|---|---|---|---|---|---|
| REAN Cloud LLC | Software / Tech | Series A | $20.6M | $277.4M | same sector · same stage |
| Foundant Technologies Holdings, Inc. | Software / Tech | Series A | $20.8M | $252.2M | same sector · same stage |
| Altia Systems, Inc. | Software / Tech | Series A | $20.1M | $262.0M | same sector · same stage |
| Breathe Technologies Inc | Software / Tech | Series A | $20.0M | $353.7M | same sector · same stage |
| Reliz Technology Group Holdings Inc. | Software / Tech | Series A | $20.9M | $231.4M | same sector · same stage |
| Access Systems, Inc. | Software / Tech | Series A | $19.9M | $321.3M | same sector · same stage |
| J2 Software Solutions,Inc. | Software / Tech | Series A | $21.1M | $151.1M | same sector · same stage |
| Arena Analytics Inc. | Software / Tech | Series A | $21.1M | $327.5M | 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 |
|---|---|---|---|---|
| Uniform Systems, Inc. | Software / Tech | Series B | $620.2M | 94% |
| FairTech Labs, LLC | Software / Tech | Pre-Seed | $9.3M | 85% |
| Opacity Labs, Inc. | Software / Tech | Series A | $82.1M | 85% |
| Uneven Labs, Inc. | Software / Tech | Series A | $68.0M | 85% |
| Denim Labs, Inc. | Software / Tech | Pre-Seed | $4.2M | 84% |
| Stack Labs, Inc. | Software / Tech | Series B | $479.7M | 84% |
| Fluidity Technologies Inc. | Software / Tech | Seed | $34.1M | 84% |
| Tactual Labs Co. | Software / Tech | Series A | $58.5M | 84% |
See where Uniformity 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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