AI Stack/AI infrastructure software

AI infrastructure software

Low

Data platforms, vector stores, observability, eval, orchestration, and the plumbing that turns models into reliable production systems.

Demos do not pay. Whoever owns the path from prototype to production at enterprise scale captures durable spend even as model providers churn.

Public revenue

$1.30T

Wtd YoY

24%

Wtd GM

65%

Wtd OM

32%

Avg fund

Avg tech

Current TAM

$35.00B

5y TAM

$130.00B

5y CAGR

30.0%

Companies

Margin structure

Software-like

Concentration

Fragmented

Capex intensity

Low

Commoditization

High

What grows the pie

What can break the thesis

Companies in AI infra SW

Ranked by composite score

Company	Mkt Cap	Growth	FCF%	Val	1Y	Tech	Fund	AI	Score	View
MSFTMicrosoft	$3.13T	18.3%	11.6%	22x		38	68	96	69	Strategic Compounder
METAMeta Platforms	$1.54T	33.1%	11.9%	17x		29	72	88	68	Strategic Compounder
PRIV-DBRXDatabricksPrivate	$62.00B	55.0%	5.0%	—	—	—	62	80	65	Watchlist Only
PLTRPalantir Technologies	$328.79B	84.7%	33.6%	66x		34	86	85	64	Overextended Momentum Trade
DDOGDatadog	$75.55B	32.2%	25.5%	75x		80	71	72	63	Strategic Compounder
MDBMongoDB	$26.50B	26.7%	18.8%	46x		65	67	65	61	High-growth Infrastructure Bet
AMZNAmazon	$2.85T	16.6%	1.3%	27x		75	57	92	60	Strategic Compounder
PRIV-ANTHAnthropicPrivate	$180.00B	350.0%	-250.0%	—	—	—	54	97	60	Watchlist Only
PRIV-SCALEScale AIPrivate	$14.00B	100.0%	5.0%	—	—	—	63	75	60	Watchlist Only
ESTCElastic	$5.72B	17.7%	23.1%	19x		28	64	60	59	High-growth Infrastructure Bet
NETCloudflare	$74.27B	33.5%	32.4%	138x		68	71	65	57	High-growth Infrastructure Bet
PRIV-WANDBWeights & BiasesPrivate	$1.40B	120.0%	-30.0%	—	—	—	55	60	56	Watchlist Only
SNOWSnowflake	$57.87B	30.1%	33.9%	69x		34	70	75	55	High-growth Infrastructure Bet
PRIV-HFHugging FacePrivate	$4.50B	150.0%	-40.0%	—	—	—	54	65	54	Watchlist Only
FSLYFastly	$2.68B	19.8%	17.9%	43x		69	57	28	53	Watchlist Only
PRIV-LANGLangChainPrivate	$1.20B	100.0%	-60.0%	—	—	—	55	55	53	Watchlist Only
PRIV-PINEPineconePrivate	$1.00B	100.0%	-50.0%	—	—	—	54	55	52	Watchlist Only
PRIV-PROTProtect AIPrivate	$400.00M	150.0%	-100.0%	—	—	—	55	50	49	Watchlist Only
PSTGPure Storage	$22.41B	10.0%	10.3%	24x		49	51	60	49	High-growth Infrastructure Bet