Companies · AI / ML

DabbleWinter 2015Inactive

Toronto · ON, Canada; Remote · AI / ML · founded 2014 · https://dabble.so

Diligence memoA one-page analyst read on Dabble — recommendation, valuation, rhythm, risks.
Total raised · real
0
Rounds
Latest step-up
Top 39%
Sector rank · raised
Latest stage · inferred

Dabble: limited disclosed financing to assess.

Synthesized from the figures below est. — every claim rests on a number shown on this page.

Where it sits in AI / ML

Dabble is one of 2067 AI / ML companies tracked from Toronto, ON, Canada; Remote, on record since 2014. By capital raised it ranks mid-pack (ahead of 62% 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 analyst read est. — model-extracted from this company's public description, not a verified fact. 30%

operates a technology-led product inferred from public copy

Grounded in: “You are a venture analyst

A synthetic photo studio for e-commerce

Dabble is a virtual photo studio for e-commerce powered by hyper-realistic CGI and computer vision. The demand for content in retail is skyrocketing due to the pandemic induced surge in online shopping, but product photography is still extremely slow, tedious and expensive. We’re building a platform to scale and automate product photography for every e-commerce brand.

Artificial IntelligenceAugmented RealityComputer Visionai/mlecommerce/retail
Find Dabble online

As reported in public records reported — not modeled.

CA
Jurisdiction
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.

No round amounts on record to chart.

Financing ladder & sequence gaps

No staged rounds to sequence.

Modeled valuation trajectory
Base estimate est.
Conservative case
Upside case
Modeled post-money

Round size and date are reported; the stage label is inferred from round size. Valuation is modeled from stage benchmarks. Directional, not a quoted figure.

Not enough modeled valuation points to chart a trajectory.

Financing rhythm
Avg between rounds
Capital velocity
On record since
First round
0
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)
This company
Sector median$4.7M
Modeled value — vs sector median (estimate, all stages)
This company
Sector median$27.9M

Raised more than 62% of sector peers (real $). Modeled value above 62% of peers (estimate).

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.
No rounds recorded.
Intelligence
Modeled next raise
Modeled next size est.
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.

Registry & provenance

Dabble 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
CA
Jurisdiction
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
AccordAI / MLsame sector
AcelyAI / MLsame sector
AedilicAI / MLsame sector
AemonAI / MLsame sector
Affogato AIAI / MLsame sector
AftercareAI / MLsame sector
Agentic LabsAI / MLsame sector
Ai AibaAI / MLsame sector
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
Booth AI
Generative AI Photographer for E-Commerce
AI / ML78%
Instapainting
Custom-made artwork from artists e-commerce marketplace.
Ecommerce / Retail73%
Bezel
Digital AI humans that model clothes for e-commerce brands.
AI / ML73%
Wildcard
AEO/GEO for E-Commerce and Retail
AI / ML73%
Eventual
Building the AI data engine for any modality and scale
AI / ML72%
Apply Design
Helping realtors showcase the full potential of their properties
Proptech / Real Estate72%
Playground
Make graphics like a Pro without being one
AI / ML72%
Cardboard
Agentic video editor
Media & Content72%
Frequently asked
What does Dabble do and where is it based?
Dabble operates in the AI / ML sector, based in Toronto, ON, Canada; Remote. A synthetic photo studio for e-commerce
Explore related

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

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