Companies · AI / ML

Apt AI, Inc.

STAMFORD · AI / ML · refined from filed group “Other

Diligence memoA one-page analyst read on Apt AI, Inc. — recommendation, valuation, rhythm, risks.
$750K
Total raised · real
1
Rounds
Latest step-up
Top 31%
Sector rank · raised
Pre-Seed
Latest stage · inferred · Thu Jun 08 2023 00:00:00 GMT+0000 (Coordinated Universal Time)

Apt AI, 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 ai/ml sector profile.

Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.

Over-valued
  • Modeled value is 2.74× the median modeled value of Pre-Seed AI / ML companies in 2022–2024 (85 peers) — value vs value, same stage and era.
Dormant
  • Last raise 3.1 yr ago; this sector typically re-raises about every 11 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 AI / ML

Apt AI, Inc. is one of 2067 AI / ML companies tracked from STAMFORD. By capital raised it ranks in the upper tier (ahead of 70% 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.

ai/ml

As reported in public records reported — not modeled.

US
Jurisdiction
Rule 506(b)
Reg D exemption
2
Investors (latest)
2023
Year incorporated
2023-06-08
First sale
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$2.5M$5.0M$7.5M$10MPre-Seed · 2023-06-08 Raised $750K (real) Modeled valuation $7.4M (est)$750K$7.4MPre-Seed2023

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
Pre-Seed$750K · 2023

Stages are modeled from round size (public records carry no series label). Ladder is contiguous — every modeled rung has a record.

Modeled valuation trajectory
$7.4M
Base estimate est.
$490K
Conservative case
$34.4M
Upside case
$4.2M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Pre-Seeda round under $1.0M). Valuation is modeled from stage benchmarks scaled by the ai/ml sector profile. Directional, not a quoted figure.

Not enough modeled valuation points to chart a trajectory.

Model inputs · modeled:benchmark-stage-stepup-v1
18%
Dilution assumption
Implied ownership sold in the financing.
29%
Survival probability
12% low · 54% high
1.80×/yr
Annual markup
2.44×/yr upside case
3.1 yr
Elapsed time used
3.1 yr actual, capped for stale marks
ai/ml
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
Avg between rounds
Capital velocity
3.1 yr
On record since
2023
First round
1
Rounds on file
How it compares to the market

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.

Total raised — vs sector median (real $, all stages) 0.2× of median
This company$750K
Sector median$4.7M
Latest round — vs other Pre-Seed rounds in sector (real $, this stage) 2.1× above median
This company$750K
Sector median$350K
Modeled value — vs sector median (estimate, all stages) 0.3× of median
This company$7.4M
Sector median$27.9M

Raised more than 70% of sector peers (real $). Modeled value above 73% of peers (estimate).

Niche peers — same stage & era

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 #6 of 85.

This companyCohort peer
$1.0M$10.0M$100.0M$100K$1.0M$10.0MCapital raised (log)Semiotic AI, Inc. · Pre-Seed Raised $1.0M · modeled $21.4M (est)Strongest AI Inc. · Pre-Seed Raised $1.0M · modeled $19.1M (est)Quipus AI, Inc. · Pre-Seed Raised $1.0M · modeled $14.2M (est)Fabrica AI Corp. · Pre-Seed Raised $850K · modeled $9.9M (est)Ai Nutrition Corp. · Pre-Seed Raised $825K · modeled $9.7M (est)Chorus AI Inc. · Pre-Seed Raised $805K · modeled $6.7M (est)Talents Arena · Pre-Seed Raised $750K · modeled $6.7M (est)Artemis AI Investments LLC · Pre-Seed Raised $450K · modeled $6.2M (est)ML Tech Holdings, Inc. · Pre-Seed Raised $1.0M · modeled $6.1M (est)Evolve Media AI Corp · Pre-Seed Raised $818K · modeled $5.9M (est)Industrial Intelligence,Inc · Pre-Seed Raised $919K · modeled $5.8M (est)Apt AI, Inc. (this company) Raised $750K · modeled $7.4M (est)Apt AI, Inc.
CompanyStageRaised · realValue · estvs peer med.
Semiotic AI, Inc.Pre-Seed$1.0M$21.4M7.92×
Strongest AI Inc.Pre-Seed$1.0M$19.1M7.07×
Quipus AI, Inc.Pre-Seed$1.0M$14.2M5.26×
Fabrica AI Corp.Pre-Seed$850K$9.9M3.67×
Ai Nutrition Corp.Pre-Seed$825K$9.7M3.59×
Apt AI, Inc. this companyPre-Seed$750K$7.4M2.74×
Chorus AI Inc.Pre-Seed$805K$6.7M2.49×
Talents ArenaPre-Seed$750K$6.7M2.47×
Artemis AI Investments LLCPre-Seed$450K$6.2M2.31×
ML Tech Holdings, Inc.Pre-Seed$1.0M$6.1M2.28×
Evolve Media AI CorpPre-Seed$818K$5.9M2.19×
Industrial Intelligence,IncPre-Seed$919K$5.8M2.13×
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.
Pre-Seed$750K2023-06-08$4.2M$7.4M90%
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. Pre-Seed$750K2023-06-08
    • First recorded raise — entered as Pre-Seed.
    • 2 investors on this round.
Intelligence
Modeled next raise
$1.2M
Modeled next size est.range $780K$1.9M
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
James Beshara4 other2023-06
Tomas Hoyos2023-06
Registry & provenance

Apt 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.

United States
Country of record
US
Jurisdiction
1982407
SEC CIK
2023
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
FairBorrow.Ai, LLCAI / MLPre-Seed$750K$1.5Msame sector · same stage
Talents ArenaAI / MLPre-Seed$750K$6.7Msame sector · same stage
Unitus.AI, Inc.AI / MLPre-Seed$758K$1.2Msame sector · same stage
Land Intelligence, Inc.AI / MLPre-Seed$735K$7.1Msame sector · same stage
Encant AI, Inc.AI / MLPre-Seed$730K$3.1Msame sector · same stage
LexSet.ai LLCAI / MLPre-Seed$705K$6.6Msame sector · same stage
Jigo AI, Inc.AI / MLPre-Seed$700K$4.5Msame sector · same stage
Chorus AI Inc.AI / MLPre-Seed$805K$6.7Msame 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
Hume AI Inc.AI / MLSeries C$646.0M91%
Automato Ai Inc.AI / MLSeed$5.3M88%
Reserved.ai Inc.AI / MLSeries A$76.5M88%
Fixie.ai Inc.AI / MLSeries A$121.3M88%
Tend AI Inc.AI / MLSeed$45.8M88%
R2.ai, Inc.AI / MLSeed$88.8M88%
Uta AI INCAI / MLSeries B$122.8M88%
Prime Artificial Intelligence, Inc.AI / MLSeed$5.3M88%
Frequently asked
How much funding has Apt AI, Inc. raised?
Apt AI, Inc. has raised approximately $750K in disclosed capital across 1 recorded financing round, aggregated from public filings.
What is Apt AI, Inc.'s estimated valuation?
Provath's modeled valuation for Apt AI, Inc. is approximately $7.4M (modeled range $490K–$34.4M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Apt AI, Inc. at?
Apt AI, Inc.'s latest modeled financing stage is Pre-Seed. Its most recent recorded round closed around Thu Jun 08.
What does Apt AI, Inc. do and where is it based?
Apt AI, Inc. operates in the AI / ML sector, based in STAMFORD.
Explore related

See where Apt 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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