Companies · AI / ML

Intros Ai, Inc.

DANVERS · AI / ML · refined from filed group “Other Technology

Diligence memoA one-page analyst read on Intros Ai, Inc. — recommendation, valuation, rhythm, risks.
$1.8M
Total raised · real
2
Rounds
0.4×
Latest step-up
Top 27%
Sector rank · raised
Seed
Latest stage · inferred · Thu Dec 28 2023 00:00:00 GMT+0000 (Coordinated Universal Time)

Intros Ai, Inc. looks under-valued against its niche peers and is at-risk 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.

Under-valued
  • Modeled value is 0.20× the median modeled value of Seed AI / ML companies in 2022–2024 (73 peers) — value vs value, same stage and era.
At-risk
  • Last raise 2.5 yr ago; this sector typically re-raises about every 11 months.
  • Past due for a raise versus sector cadence — watch for distress or a bridge.
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

Intros Ai, Inc. is one of 2067 AI / ML companies tracked from DANVERS. By capital raised it ranks in the upper tier (ahead of 74% of sector peers), and mid-pack 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
42
Investors (latest)
2020
Year incorporated
2023-12-28
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$13M$25M$38M$50MSeed · 2021-07-01 Raised $1.3M (real) Modeled valuation $33M (est)$1.3M$33MSeed2021Seed · 2023-12-28 Raised $510K (real) Modeled valuation $3.7M (est)$510K$3.7MSeed2023+$510KCumulative $1.8M

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
Seed$1.3M · 2021
Seed extension$510K · 2023

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: 50%.

Modeled valuation trajectory
$3.7M
Base estimate est.
$450K
Conservative case
$11.2M
Upside case
$2.5M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Seeda $1.0M–$4.0M round). Valuation is modeled from stage benchmarks scaled by the ai/ml sector profile. Directional, not a quoted figure.

Seed · modeled $33.2M · 2021-07-012021Seed · modeled $3.7M · 2023-12-282023
Model inputs · modeled:benchmark-stage-stepup-v1
20%
Dilution assumption
Implied ownership sold in the financing.
39%
Survival probability
18% low · 61% high
1.68×/yr
Annual markup
2.20×/yr upside case
2.5 yr
Elapsed time used
2.5 yr actual, capped for stale marks
ai/ml
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
30 mo
Avg between rounds
$710K/yr
Capital velocity
5.0 yr
On record since
2021
First round
2
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) 0.4× of median
This company$1.8M
Sector median$4.7M
Latest round — vs other Seed rounds in sector (real $, this stage) 0.3× of median
This company$510K
Sector median$1.9M
Modeled value — vs sector median (estimate, all stages) 0.1× of median
This company$3.7M
Sector median$27.9M

Raised more than 74% of sector peers (real $). Modeled value above 69% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (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 #70 of 73.

This companyCohort peer
$1.0M$10.0M$100.0M$1.0M$10.0MCapital raised (log)MD.ai, Inc. · Seed Raised $4.0M · modeled $74.4M (est)Edge AI Solutions Inc. · Seed Raised $4.0M · modeled $61.5M (est)Operative Intelligence Holdings Inc. · Seed Raised $3.7M · modeled $55.4M (est)Bookend AI Inc. · Seed Raised $3.1M · modeled $50.9M (est)Globus AI, Inc. · Seed Raised $4.0M · modeled $47.2M (est)Subterra AI, Inc. · Seed Raised $2.2M · modeled $43.0M (est)VERB AI Inc. · Seed Raised $4.3M · modeled $42.1M (est)Stella Automotive AI, Inc. · Seed Raised $4.0M · modeled $40.5M (est)Invoke AI, Inc. · Seed Raised $3.7M · modeled $36.3M (est)Themis AI Inc · Seed Raised $2.8M · modeled $34.6M (est)Adaya AI, Inc. · Seed Raised $2.0M · modeled $33.7M (est)DeTech.ai Inc. · Seed Raised $2.2M · modeled $32.6M (est)Intros Ai, Inc. (this company) Raised $1.8M · modeled $3.7M (est)Intros Ai, Inc.
CompanyStageRaised · realValue · estvs peer med.
MD.ai, Inc.Seed$4.0M$74.4M4.12×
Edge AI Solutions Inc.Seed$4.0M$61.5M3.41×
Operative Intelligence Holdings Inc.Seed$3.7M$55.4M3.07×
Bookend AI Inc.Seed$3.1M$50.9M2.82×
Globus AI, Inc.Seed$4.0M$47.2M2.62×
Subterra AI, Inc.Seed$2.2M$43.0M2.38×
VERB AI Inc.Seed$4.3M$42.1M2.33×
Stella Automotive AI, Inc.Seed$4.0M$40.5M2.24×
Invoke AI, Inc.Seed$3.7M$36.3M2.01×
Themis AI IncSeed$2.8M$34.6M1.92×
Adaya AI, Inc.Seed$2.0M$33.7M1.87×
DeTech.ai Inc.Seed$2.2M$32.6M1.80×
Intros Ai, Inc. this companySeed$1.8M$3.7M0.20×
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.
Seed$1.3M2021-07-01$6.3M$33.2M90%
Seed$510K2023-12-28$2.5M$3.7M90%
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. Seed$1.3M2021-07-01
    • First recorded raise — entered as Seed.
    • 22 investors on this round.
  2. Seed$510K2023-12-28
    • Raised again after 30 mo — slower than the ~11 mo sector norm.
    • Round 2.5× smaller than the prior — bridge or down round.
    • 42 investors on this round.
Intelligence
2026 ~Q2
Modeled next raise · ~30mo cadence
$510K
Modeled next size est.range $510K$816K
0.4×
Last step-up
$710K/yr
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
Robert Levy5 other2021-07
Guy Miasnik2 other2023-12
David Kobrosky2021-07
Eve Tetzlaff2023-12
Registry & provenance

Intros 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
1897309
SEC CIK
2020
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
YaziAI / MLSeed$1.8M$4.1Msame sector · same stage
MBody AI Corp.AI / MLSeed$1.8M$4.7Msame sector · same stage
Sandy AI, Inc.AI / MLSeed$1.7M$458Ksame sector · same stage
BotGauge AI INC.AI / MLSeed$1.9M$7.3Msame sector · same stage
Ariso Intelligence, Inc.AI / MLSeed$1.6M$6.0Msame sector · same stage
Balance Artificial Intelligence Inc.AI / MLSeed$1.6M$4.0Msame sector · same stage
Storyline AI IncAI / MLSeed$2.0M$5.9Msame sector · same stage
Lilia Ai, Inc.AI / MLSeed$2.0M$4.6Msame 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
Obviously AI, Inc.AI / MLSeries A$41.0M92%
Tend AI IncAI / MLSeed$88.8M91%
System AI, Inc.AI / MLPre-Seed$8.4M91%
Automatic AI, Inc.AI / MLPre-Seed$460K90%
x.ai, inc.AI / MLSeries B$245.9M90%
Verses AI Inc.AI / MLSeries A$1.4M90%
Origins AI IncAI / MLPre-Seed$733K90%
Abridge AI Inc.AI / MLSeries D+$3.0B89%
Frequently asked
How much funding has Intros Ai, Inc. raised?
Intros Ai, Inc. has raised approximately $1.8M in disclosed capital across 2 recorded financing rounds, aggregated from public filings.
What is Intros Ai, Inc.'s estimated valuation?
Provath's modeled valuation for Intros Ai, Inc. is approximately $3.7M (modeled range $450K–$11.2M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Intros Ai, Inc. at?
Intros Ai, Inc.'s latest modeled financing stage is Seed. Its most recent recorded round closed around Thu Dec 28.
What does Intros Ai, Inc. do and where is it based?
Intros Ai, Inc. operates in the AI / ML sector, based in DANVERS.
Explore related

See where Intros Ai, Inc. sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.

Is this your company?

If you work at Intros Ai, Inc., claim this profile or suggest a correction. We aggregate from public filings, so help us keep your description, website and links accurate.

Is this your company? Update your profile or add contact details — and choose exactly who can reach you. Reviewed before anything is published.