Companies · Software / Tech

Potato Data Inc

IRVINE · Software / Tech · refined from filed group “Other Technology”

Diligence memoA one-page analyst read on Potato Data Inc — recommendation, valuation, rhythm, risks.→
$200.0M
Total raised · real
1
Rounds
—
Latest step-up
Top 3%
Sector rank · raised
Series D+
Latest stage · inferred · Sun Jul 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time)

Potato Data Inc looks fair 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.

Fair
  • Modeled value is 1.31× the median modeled value of Series D+ Software / Tech companies in 2016–2018 (7 peers) — value vs value, same stage and era.
  • Within the normal band (131% of peer median) for its niche.
Dormant
  • Last raise 8.0 yr ago; this sector typically re-raises about every 13 months.
  • Only one round on record and long silent — often defunct, acquired, or gone quiet.
Leadership

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.

Where it sits in Software / Tech

Potato Data Inc is one of 3920 Software / Tech companies tracked from IRVINE. By capital raised it ranks among the largest (ahead of 98% 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.

US
Jurisdiction
Rule 506(c)
Reg D exemption
3
Investors (latest)
2018
Year incorporated
Amount raised vs valuation, by round

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.

Amount raised · realModeled valuation · estCumulative funded · real
$0$2.5B$5.0B$7.5B$10.0BSeries D+ · 2018-07-01 Raised $200M (real) Modeled valuation $6.3B (est)$200M$6.3BSeries D+2018

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.

Financing ladder & sequence gaps
Series D+$200.0M · 2018

Stages are modeled from round size (public records carry no series label). No record for: Pre-Seed, Seed, Series A, Series B, Series C — the company may have raised it under a different exemption, merged it into an adjacent record, or skipped it. Sequence completeness: 17%.

Modeled valuation trajectory
$6.3B
Base estimate est.
$1.1B
Conservative case
$13.9B
Upside case
$1.7B
Modeled post-money

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.

Not enough modeled valuation points to chart a trajectory.

Model inputs · modeled:benchmark-stage-stepup-v1
12%
Dilution assumption
Implied ownership sold in the financing.
83%
Survival probability
67% low · 92% high
1.29×/yr
Annual markup
1.44×/yr upside case
6.0 yr
Elapsed time used
8.0 yr actual, capped for stale marks
technology
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
—
Avg between rounds
—
Capital velocity
8.3 yr
On record since
2018
First round
1
Rounds on file
How it compares to the market

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.

Total raised — vs sector median (real $, all stages)▲ 43× above median
This company$200.0M
Sector median$4.6M
Latest round — vs other Series D+ rounds in sector (real $, this stage)▲ 1.3× above median
This company$200.0M
Sector median$150.0M
Modeled value — vs sector median (estimate, all stages)▲ 173× above median
This company$6.3B
Sector median$36.6M

Raised more than 98% of sector peers (real $). Modeled value above 100% of peers (estimate).

Niche peers — same stage & era

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 #3 of 7.

This companyCohort peer
$1.0B$10.0B$10.0M$100.0M$1.0BCapital raised (log)Optherium Labs OU · Series D+ Raised $234.0M · modeled $7.4B (est)DAG Technologies, Inc. · Series D+ Raised $210.0M · modeled $6.6B (est)Mapr Technologies, Inc. · Series D+ Raised $347.5M · modeled $4.8B (est)Intangible Labs, Inc. · Series D+ Raised $125.0M · modeled $4.0B (est)Tangent Technologies Investments, LLC · Series D+ Raised $103.5M · modeled $3.3B (est)Looker Data Sciences, Inc. · Series D+ Raised $232.4M · modeled $3.3B (est)Potato Data Inc (this company) Raised $200.0M · modeled $6.3B (est)Potato Data Inc
CompanyStageRaised · realValue · estvs peer med.
Optherium Labs OUSeries D+$234.0M$7.4B1.53×
DAG Technologies, Inc.Series D+$210.0M$6.6B1.37×
Potato Data Inc this companySeries D+$200.0M$6.3B1.31×
Mapr Technologies, Inc.Series D+$347.5M$4.8B1.00×
Intangible Labs, Inc.Series D+$125.0M$4.0B0.82×
Tangent Technologies Investments, LLCSeries D+$103.5M$3.3B0.68×
Looker Data Sciences, Inc.Series D+$232.4M$3.3B0.67×
Full financing history

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.

StageAmount · realAnnouncedPost-money · estValue · estConf.
Series D+$200.0M2018-07-01$1.7B$6.3B90%
What happened at each round

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

  1. Series D+$200.0M2018-07-01
    • First recorded raise — entered as Series D+.
    • 3 investors on this round.
Intelligence
—
Modeled next raise
$320.0M
Modeled next size est.range $208.0M–$512.0M
—
Last step-up
—
Capital velocity

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.

Key people & operators

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.

PersonRoleAlso runsTied since
Wei Huang—4 other2018-07
Registry & provenance

Potato Data 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.

United States
Country of record
US
Jurisdiction
1756414
SEC CIK
2018
Incorporated
Similar companies

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.

CompanySectorStageRaised · realValue · estWhy similar
Onestream Software LlcSoftware / TechSeries D+$200.0M$5.2Bsame sector · same stage
Renew Tech One LtdSoftware / TechSeries D+$200.0M$2.7Bsame sector · same stage
Ontic Technologies, Inc.Software / TechSeries D+$196.4M$1.6Bsame sector · same stage
Economic Transformation Technologies CorpSoftware / TechSeries D+$203.7M$6.3Bsame sector · same stage
Halcyon Tech, Inc.Software / TechSeries D+$207.5M$1.3Bsame sector · same stage
DAG Technologies, Inc.Software / TechSeries D+$210.0M$6.6Bsame sector · same stage
Digital Guardian Investments, Inc.Software / TechSeries D+$188.5M$1.1Bsame sector · same stage
Tendo Systems Inc.Software / TechSeries D+$187.0M$1.6Bsame sector · same stage
Semantically similar

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.

CompanySectorStageValue · estMatch
Radial Analytics, Inc.Software / TechPre-Seed$26.5M84%
Strawberry Data IncSoftware / TechSeed$85.2M84%
Arcanum Technology, LLCSoftware / TechPre-Seed$4.2M84%
Taiga Data, Inc.Software / TechSeed$11.9M84%
Toro Data Labs, IncSoftware / TechSeed$132.9M82%
Moon Technologies, Inc.Software / TechSeries A$24.8M82%
BRKR.IO, Inc.Software / TechSeries A$75.4M82%
Riv Data Corp.Software / TechSeries A$37.2M82%
Frequently asked
How much funding has Potato Data Inc raised?
Potato Data Inc has raised approximately $200.0M in disclosed capital across 1 recorded financing round, aggregated from public filings.
What is Potato Data Inc's estimated valuation?
Provath's modeled valuation for Potato Data Inc is approximately $6.3B (modeled range $1.1B–$13.9B). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Potato Data Inc at?
Potato Data Inc's latest modeled financing stage is Series D+. Its most recent recorded round closed around Sun Jul 01.
What does Potato Data Inc do and where is it based?
Potato Data Inc operates in the Software / Tech sector, based in IRVINE.
Explore related

See where Potato Data 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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