Companies · Other Technology

123 See, Inc.

BOSTON · Other Technology

Diligence memoA one-page analyst read on 123 See, Inc. — recommendation, valuation, rhythm, risks.
$30.3M
Total raised · real
2
Rounds
2.7×
Latest step-up
Top 13%
Sector rank · raised
Series B
Latest stage · inferred · Tue Jul 01 2025 00:00:00 GMT+0000 (Coordinated Universal Time)

123 See, Inc. looks fair against its niche peers and is active 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 1.14× the median modeled value of Series B Other Technology companies in 2025–2027 (194 peers) — value vs value, same stage and era.
  • Within the normal band (114% of peer median) for its niche.
Active
  • Last raise 12 mo ago; this sector typically re-raises about every 13 months.
  • Raising on or ahead of the sector's normal rhythm.
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 Other Technology

123 See, Inc. is one of 21302 Other Technology companies tracked from BOSTON. By capital raised it ranks in the upper tier (ahead of 88% 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.

US
Jurisdiction
Rule 506(b)
Reg D exemption
8
Investors (latest)
2021
Year incorporated
2025-07-01
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$50M$100M$150M$200MSeries A · 2024-04-26 Raised $8.3M (real) Modeled valuation $49M (est)$8.3M$49MSeries A2024Series B · 2025-07-01 Raised $22M (real) Modeled valuation $116M (est)$22M$116MSeries B2025+$22MCumulative $30M

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 A$8.3M · 2024
Series B$22.0M · 2025

Stages are modeled from round size (public records carry no series label). No record for: Pre-Seed, 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
$115.7M
Base estimate est.
$53.9M
Conservative case
$171.1M
Upside case
$122.1M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Series Ba $15M–$40M round). Valuation is modeled from stage benchmarks scaled by the technology sector profile. Directional, not a quoted figure.

Series A · modeled $49.1M · 2024-04-262024Series B · modeled $115.7M · 2025-07-012025
Model inputs · modeled:benchmark-stage-stepup-v1
18%
Dilution assumption
Implied ownership sold in the financing.
67%
Survival probability
44% low · 81% high
1.42×/yr
Annual markup
1.72×/yr upside case
1.0 yr
Elapsed time used
1.0 yr actual, capped for stale marks
technology
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
14 mo
Avg between rounds
$25.6M/yr
Capital velocity
2.2 yr
On record since
2024
First round
2
Rounds on file
How it compares to the market

Benchmarked against 21302 companies in Other Technology. 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) 9.5× above median
This company$30.3M
Sector median$3.2M
Latest round — vs other Series B rounds in sector (real $, this stage) 1.1× above median
This company$22.0M
Sector median$19.2M
Modeled value — vs sector median (estimate, all stages) 3.1× above median
This company$115.7M
Sector median$37.3M

Raised more than 88% of sector peers (real $). Modeled value above 74% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (Series B) 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 #72 of 194.

This companyCohort peer
$100.0M$1.0B$10.0M$100.0M$1.0BCapital raised (log)Proscia Inc. · Series B Raised $113.9M · modeled $206.6M (est)Creditly Corp. · Series B Raised $53.0M · modeled $206.3M (est)Enbalg Group Corp · Series B Raised $51.0M · modeled $205.7M (est)Lumana Inc. · Series B Raised $37.0M · modeled $203.0M (est)ProrataAI, Inc. · Series B Raised $70.9M · modeled $201.8M (est)Augmodo Inc. · Series B Raised $37.6M · modeled $197.8M (est)Altera.AL, Inc. · Series B Raised $40.1M · modeled $190.5M (est)Optimal Dynamics, Inc. · Series B Raised $88.0M · modeled $188.7M (est)Agentio Inc. · Series B Raised $58.2M · modeled $187.6M (est)Urban Sky Theory, Inc. · Series B Raised $45.0M · modeled $186.5M (est)Mombak Holdings Ltd. · Series B Raised $61.5M · modeled $185.6M (est)Numeral Two Inc. · Series B Raised $53.1M · modeled $184.7M (est)123 See, Inc. (this company) Raised $30.3M · modeled $115.7M (est)123 See, Inc.
CompanyStageRaised · realValue · estvs peer med.
Proscia Inc.Series B$113.9M$206.6M2.03×
Creditly Corp.Series B$53.0M$206.3M2.02×
Enbalg Group CorpSeries B$51.0M$205.7M2.02×
Lumana Inc.Series B$37.0M$203.0M1.99×
ProrataAI, Inc.Series B$70.9M$201.8M1.98×
Augmodo Inc.Series B$37.6M$197.8M1.94×
Altera.AL, Inc.Series B$40.1M$190.5M1.87×
Optimal Dynamics, Inc.Series B$88.0M$188.7M1.85×
Agentio Inc.Series B$58.2M$187.6M1.84×
Urban Sky Theory, Inc.Series B$45.0M$186.5M1.83×
Mombak Holdings Ltd.Series B$61.5M$185.6M1.82×
Numeral Two Inc.Series B$53.1M$184.7M1.81×
123 See, Inc. this companySeries B$30.3M$115.7M1.14×
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 A$8.3M2024-04-26$37.7M$49.1M90%
Series B$22.0M2025-07-01$122.1M$115.7M90%
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. Series A$8.3M2024-04-26
    • First recorded raise — entered as Series A.
    • 14 investors on this round.
  2. Series B$22.0M2025-07-01
    • Raised 14 mo later, in step with the ~13 mo sector norm.
    • Round 2.7× larger than the prior — scaling up.
    • 8 investors on this round.
Intelligence
2026 ~Q3
Modeled next raise · ~14mo cadence
$58.3M
Modeled next size est.range $37.9M$93.3M
2.7×
Last step-up
$25.6M/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
Axel Bichara12 other2024-04
Caitlin Donovan1 other2025-07
JACK MOLDAVE2024-04
MATTHIAS HOFMANN2024-04
Registry & provenance

123 See, 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
2022382
SEC CIK
2021
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
BusRight, Inc.Other TechnologySeries B$30.6M$114.1Msame sector · same stage
Deep North, Inc.Other TechnologySeries B$30.8M$113.0Msame sector · same stage
Inngest Inc.Other TechnologySeries B$31.0M$111.1Msame sector · same stage
Parkofon Inc.Other TechnologySeries B$28.7M$116.9Msame sector · same stage
BlackCloak, Inc.Other TechnologySeries B$32.5M$120.1Msame sector · same stage
Adlumin, Inc.Other TechnologySeries B$27.9M$114.9Msame sector · same stage
Owneriq IncOther TechnologySeries A$41.7M$119.7Mnetwork1 shared operator · same sector
Conveyor Inc.Other TechnologySeries B$33.2M$116.4Msame 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
View, IncOther TechnologyGrowth/Late$26.0B86%
SightPlan, Inc.Other TechnologySeries A$111.0M86%
Glimpse Group, Inc.Other TechnologySeries A$242.3M86%
Sightly Enterprises, Inc.Other TechnologySeries A$129.6M85%
Seezo Inc.Other TechnologySeries A$17.8M85%
SeeQC, Inc.Other TechnologySeries B$87.9M85%
Audit Sight, Inc.Other TechnologySeed$39.3M85%
Eyeview, Inc.Other TechnologySeries B$354.0M84%
Frequently asked
How much funding has 123 See, Inc. raised?
123 See, Inc. has raised approximately $30.3M in disclosed capital across 2 recorded financing rounds, aggregated from public filings.
What is 123 See, Inc.'s estimated valuation?
Provath's modeled valuation for 123 See, Inc. is approximately $115.7M (modeled range $53.9M–$171.1M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is 123 See, Inc. at?
123 See, Inc.'s latest modeled financing stage is Series B. Its most recent recorded round closed around Tue Jul 01.
What does 123 See, Inc. do and where is it based?
123 See, Inc. operates in the Other Technology sector, based in BOSTON.
Explore related

See where 123 See, 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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