Companies · AI / ML

Toggle3D.ai Inc.New on the radar

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

Diligence memoA one-page analyst read on Toggle3D.ai Inc. — recommendation, valuation, rhythm, risks.
$108K
Total raised · real
1
Rounds
Latest step-up
Top 38%
Sector rank · raised
Pre-Seed
Latest stage · inferred · Fri Feb 21 2025 00:00:00 GMT+0000 (Coordinated Universal Time)

Toggle3D.ai Inc. looks under-valued against its niche peers and is quiet 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 0.50× the median modeled value of Pre-Seed AI / ML companies in 2025–2027 (58 peers) — value vs value, same stage and era.
Quiet
  • Last raise 16 mo ago; this sector typically re-raises about every 11 months.
  • Slightly overdue versus sector cadence.
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

Toggle3D.ai Inc. is one of 2067 AI / ML companies tracked from TORONTO. By capital raised it ranks mid-pack (ahead of 63% 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
1
Investors (latest)
2023
Year incorporated
2025-02-21
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$125K$250K$375K$500KPre-Seed · 2025-02-21 Raised $108K (real) Modeled valuation $392K (est)$108K$392KPre-Seed2025

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$108K · 2025

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

Modeled valuation trajectory
$392K
Base estimate est.
$71K
Conservative case
$1.1M
Upside case
$602K
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
1.4 yr
Elapsed time used
1.4 yr actual, capped for stale marks
ai/ml
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
Avg between rounds
Capital velocity
1.4 yr
On record since
2025
First round
New
First-time filer
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) 0.0× of median
This company$108K
Sector median$4.7M
Latest round — vs other Pre-Seed rounds in sector (real $, this stage) 0.3× of median
This company$108K
Sector median$350K
Modeled value — vs sector median (estimate, all stages) 0.0× of median
This company$392K
Sector median$27.9M

Raised more than 63% of sector peers (real $). Modeled value above 63% 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 #46 of 58.

This companyCohort peer
$100K$1.0M$10.0M$10K$100K$1.0M$10.0MCapital raised (log)ToumAI · Pre-Seed Raised $1.0M · modeled $3.7M (est)Collation.AI, Inc. · Pre-Seed Raised $1.0M · modeled $3.6M (est)NOSIBLE · Pre-Seed Raised $1.0M · modeled $3.4M (est)Kernel Intelligence Inc. · Pre-Seed Raised $935K · modeled $3.3M (est)722 AI, Inc. · Pre-Seed Raised $1.0M · modeled $3.2M (est)i-GENTIC AI Inc. · Pre-Seed Raised $890K · modeled $2.9M (est)Brandrank.Ai Inc. · Pre-Seed Raised $1.8M · modeled $2.8M (est)Sinai.ai · Pre-Seed Raised $1.4M · modeled $2.6M (est)Nanovate · Pre-Seed Raised $1.0M · modeled $2.5M (est)Cardinal Holdings LLC · Pre-Seed Raised $619K · modeled $2.4M (est)Bella AI, Inc. · Pre-Seed Raised $650K · modeled $2.1M (est)Knot, Inc. · Pre-Seed Raised $1.9M · modeled $2.1M (est)Toggle3D.ai Inc. (this company) Raised $108K · modeled $392K (est)Toggle3D.ai Inc.
CompanyStageRaised · realValue · estvs peer med.
ToumAIPre-Seed$1.0M$3.7M4.68×
Collation.AI, Inc.Pre-Seed$1.0M$3.6M4.55×
NOSIBLEPre-Seed$1.0M$3.4M4.35×
Kernel Intelligence Inc.Pre-Seed$935K$3.3M4.25×
722 AI, Inc.Pre-Seed$1.0M$3.2M4.06×
i-GENTIC AI Inc.Pre-Seed$890K$2.9M3.69×
Brandrank.Ai Inc.Pre-Seed$1.8M$2.8M3.54×
Sinai.aiPre-Seed$1.4M$2.6M3.34×
NanovatePre-Seed$1.0M$2.5M3.14×
Cardinal Holdings LLCPre-Seed$619K$2.4M3.03×
Bella AI, Inc.Pre-Seed$650K$2.1M2.69×
Knot, Inc.Pre-Seed$1.9M$2.1M2.68×
Toggle3D.ai Inc. this companyPre-Seed$108K$392K0.50×
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$108K2025-02-21$602K$392K90%
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$108K2025-02-21
    • First recorded raise — entered as Pre-Seed.
    • 1 investor on this round.
Intelligence
Modeled next raise
$173K
Modeled next size est.range $113K$278K
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
Peter Bloch3 other2025-02
Anthony Pizzonia2 other2025-02
Anum Waqas2 other2025-02
Evan Gappelberg2 other2025-02
Registry & provenance

Toggle3D.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
2058425
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.

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Ai Ecd Inc.AI / MLPre-Seed$117K$284Ksame sector · same stage
Gaingels Louisa AI LLCAI / MLPre-Seed$100K$719Ksame sector · same stage
Lumus AI, Inc.AI / MLPre-Seed$100K$274Ksame sector · same stage
MediScan AI, Inc.AI / MLPre-Seed$100K$387Ksame 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
Automato Ai Inc.AI / MLSeed$5.3M84%
Mapper.ai, Inc.AI / MLSeries A$211.4M84%
Tend AI Inc.AI / MLSeed$45.8M83%
Fixie.ai Inc.AI / MLSeries A$121.3M83%
TURING AI CorpAI / MLSeries A$72.9M83%
Query.AI, Inc.AI / MLSeries B$364.5M83%
R2.ai, Inc.AI / MLSeed$88.8M83%
Jet.AI Inc.AI / MLSeed$9.5M83%
Frequently asked
How much funding has Toggle3D.ai Inc. raised?
Toggle3D.ai Inc. has raised approximately $108K in disclosed capital across 1 recorded financing round, aggregated from public filings.
What is Toggle3D.ai Inc.'s estimated valuation?
Provath's modeled valuation for Toggle3D.ai Inc. is approximately $392K (modeled range $71K–$1.1M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Toggle3D.ai Inc. at?
Toggle3D.ai Inc.'s latest modeled financing stage is Pre-Seed. Its most recent recorded round closed around Fri Feb 21.
What does Toggle3D.ai Inc. do and where is it based?
Toggle3D.ai Inc. operates in the AI / ML sector, based in TORONTO.
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