What is the top AI/ML startup tracked by GitDealFlow?

GitDealFlow tracks 50+ AI/ML startups ranked by engineering velocity. The ranking is updated weekly from public GitHub data.

Top AI/ML startups to watch in 2026?

GitDealFlow ranks AI/ML startups by engineering acceleration — commit velocity, contributor growth, and repository expansion. View the full ranking at https://gitdealflow.com/sectors/supply-chain.

How does GitDealFlow measure AI/ML startup velocity?

GitDealFlow reads public GitHub engineering activity for AI/ML startup organizations in its tracked set of 4,200+ orgs, flagging those accelerating 21–47 days before the round.

What signals matter most in AI/ML startups?

Key signals for AI/ML include commit velocity spikes, contributor diversity growth, framework migrations, and infrastructure buildouts — all tracked by GitDealFlow in real time.

How to invest in AI/ML startups using deal-flow signals?

GitDealFlow provides pre-round engineering acceleration signals for AI/ML startups. Access the data via the free API, MCP server, or weekly Signal Digest at https://gitdealflow.com.

Supply Chain Startups -- Engineering Velocity Rankings

Web3 EdTech E-commerce Infrastructure Data Infrastructure Healthcare Supply Chain Enterprise SaaS Social & Community

Tracked

Avg c/14d

Framework migratio

Top Signal

Unknown

Top Region

Signal Types

Framework migration9 (39%)

Engineering hiring burst7 (30%)

Deploy frequency spike6 (26%)

Infrastructure buildout1 (4%)

Geography

Unknown

10 startups

7 startups

APAC

2 startups

LATAM

1 startups

Canada

1 startups

Top Supply Chain Startups

#	Startup	Stage	Region	Velocity	c/14d	Signal
1	pluginsGLPI	Seed	EU	+999%	2	Engineering hiring burst
2	Velocidex	Growth	APAC	+999%	9	Deploy frequency spike
3	phamos-eu	Pre-seed	EU	+999%	41	Deploy frequency spike
4	hightower-systems	Pre-seed	Unknown	+999%	1	Deploy frequency spike
5	eftechcombr	Pre-seed	LATAM	+999%	1	Deploy frequency spike
6	PyVRP	Seed	EU	+200%	3	Deploy frequency spike
7	phoenixctms	Pre-seed	Unknown	+200%	81	Engineering hiring burst
8	Part-DB	Growth	EU	+191%	32	Deploy frequency spike
9	fleetbase	Seed	APAC	+110%	44	Framework migration
10	OCSInventory-NG	Seed	EU	+100%	6	Framework migration
11	aws-samples	Pre-seed	Unknown	-96%	1	Engineering hiring burst
12	Epic-Breakfast-Productions	Seed	Unknown	-92%	2	Framework migration
13	KyrptonaughtMC	Series A/B	Unknown	-83%	2	Framework migration
14	gosqasorg	Series A/B	Unknown	-72%	7	Engineering hiring burst
15	medulla-tech	Seed	EU	-67%	1	Framework migration
16	rspace-os	Seed	UK	-66%	20	Framework migration
17	ever-co	Growth	US	-56%	61	Engineering hiring burst
18	temporalio	Series A/B	Unknown	+38%	11	Engineering hiring burst
19	Grashjs	Seed	Unknown	-38%	43	Framework migration
20	aureuserp	Series A/B	Unknown	+27%	75	Framework migration