Companies · AI / ML

Milky Way AISummer 2021Inactive

Singapore · Singapore; Remote · AI / ML · founded 2021 · https://milkyway.ai/

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

Milky Way AI: 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

Milky Way AI is one of 2067 AI / ML companies tracked from Singapore, Singapore; Remote, on record since 2021. 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

Mobile app for CPG brands to connect to millions of stores globally

We help CPG brands to understand how their products are being displayed, priced and what are their competitors are doing across millions of physical stores in real time with our computer vision powered mobile app. Each year these brands spend $500 bn annually buying prime retail shelf space to influence customer purchasing decisions, but they have no easy way to audit it. Our mobile app reduces the time of these audits by 10x and cost by 3x.

Artificial IntelligenceComputer VisionSaaSai/ml
Find Milky Way AI online

As reported in public records reported — not modeled.

SG
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

Milky Way AI 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
SG
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
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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
SMG Aggregator, LLC
Pioneers in connected commerce marketing. We partner with major retailers, power global brands and build meaningful connections with shoppers.
AI / MLGrowth/Late$10.9B78%
Corvera
The context layer for AI-native CPG brands
AI / ML77%
Astromech AI Corp.AI / MLSeries B$43.9M76%
Eg Ai CorpAI / MLSeed$6.8M76%
Luca
The Modern Pricing Engine for Retail
AI / ML75%
Foresight
Consumer simulations for CPG market research
AI / ML75%
GreenScreens AI, Inc.AI / MLSeries A$63.2M75%
Champ
AI SDR
AI / ML75%
Frequently asked
What does Milky Way AI do and where is it based?
Milky Way AI operates in the AI / ML sector, based in Singapore, Singapore; Remote. Mobile app for CPG brands to connect to millions of stores globally
Explore related

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

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