Cumberland Additive Holdings, Llc☆Watch⊞Compare

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.

Cumberland Additive Holdings, 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.

Cumberland Additive Holdings, Llc is one of 25015 Other companies tracked from PITTSBURGH. By capital raised it ranks in the upper tier (ahead of 86% of sector peers), and in the long tail 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.

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. Directional, not a quoted figure.

Benchmarked against 25015 companies in Other. 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 6% 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 #1128 of 1,135.

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.

Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.

1. Seed$1.7M2019-05-30
   • First recorded raise — entered as Seed.
   • 6 investors on this round.
2. Seed$3.0M2020-10-14
   • Raised 17 mo later, in step with the ~11 mo sector norm.
   • Round 1.8× larger than the prior — scaling up.
3. Series A$5.0M2021-08-23
   • Raised 10 mo later, in step with the ~11 mo sector norm.
   • Round 1.7× larger than the prior — scaling up.
   • 1 investor on this round.
4. Series A$5.0M2022-08-03
   • Raised 11 mo later, in step with the ~11 mo sector norm.
   • Round roughly the size of the prior one.
5. Series A$5.6M2023-04-25
   • Raised 9 mo later, in step with the ~11 mo sector norm.
   • Round roughly the size of the prior one.
6. Series A$217K2024-08-23
   • Raised 16 mo later, in step with the ~11 mo sector norm.
   • Round 25.8× smaller than the prior — bridge or down round.
   • 2 investors on this round.

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.

Cumberland Additive Holdings, 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.

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.

See where Cumberland Additive Holdings, 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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