Market · Services · Tracked since 2024

MLOps Service Providers

23 vendors tracked across 2 PeMa editions since 2024. Fractal Analytics, Genpact and MathCo have been Leaders in 2 of them.

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PeMa Live · MLOps Service Providers

How each vendor’s band has changed, edition by edition

Every edition places vendors relative to the others evaluated that year, so we compare bands across years rather than dot positions.

2025 edition · snapshot

14 vendors placed · positions relative to this edition only

LeadersSeasonedChallengersGrowth

Placement only · dots without scores are arranged within their band.

Positions are relative to the vendors evaluated in each edition. A dot moving does not by itself mean a vendor improved or declined.

Vendor	2024	2025	Leader
Fractal Analytics	L	L	2×
Genpact	L	L	2×
MathCo	L	L	2×
Tiger Analytics	L	L	2×
EXL	L	–	1×
EY	–	L	1×
LatentView Analytics	–	L	1×
Agilisium	G	S	0×
C5i	S	S	0×
Hansa Cequity	S	S	0×
Ascendion	C	–	0×
Aventra Group	–	S	0×
Decimal Point Analytics	C	–	0×
Dentsu	S	–	0×
Factspan	C	–	0×
Ganit	C	–	0×
Geniusse	–	G	0×
Happiest Minds Technologies	–	S	0×
Indus Net Technologies	–	G	0×
InfoCepts	G	–	0×
Rackspace Technology	–	S	0×
SG Analytics	C	–	0×
StratLytics	C	–	0×

LeaderSeasonedChallengerGrowth– not evaluated that edition

Buyer signals · September 2026 · MLOps Service Providers

What this month's moves mean for your shortlist

Every vendor move, sorted by what it does to a buying decision, with the step to take.

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Rackspace Technology●

Sep 10

Rackspace joins NVIDIA Cloud Partner Program and plans Institutional Sovereign Pod

Rackspace Technology joined the NVIDIA Cloud Partner Program and announced the Institutional Sovereign Pod, a governed AI infrastructure design that will combine NVIDIA Blackwell systems with Palantir Foundry and AIP in environments Rackspace operates. The offer targets regulated enterprises and governments, with Rackspace providing forward deployed engineering and managed operations. No general availability date was given.

Buyer takeawayRegulated buyers that need managed, sovereign GPU capacity gain another operator option, though they should confirm delivery timelines before committing.

No open study right now. Get notified when the next MLOps Service Providers edition opens.

Reports

Current research on this market

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PeMa · Apr 2025

Top MLOps Service Providers 2025

MLOps Is No Longer an Engineering Concern — It's an Enterprise Imperative

Read report →

Need a market sizing or landscape for MLOps Service Providers? Talk to an analyst

Vendors

All 14 vendors in this market

Showing 12 of 14 ·

FAQ

Questions about this market

Who are the Leaders in MLOps Service Providers in 2025?

In the 2025 MLOps Service Providers PeMa Quadrant, 6 vendors were placed as Leaders: EY, Fractal Analytics, Genpact, LatentView Analytics, MathCo and Tiger Analytics.

How many vendors does AIM Research track in MLOps Service Providers?

AIM Research tracks 14 vendors in MLOps Service Providers, across 2 PeMa editions.

How has the MLOps Service Providers PeMa Quadrant changed since 2024?

Since 2024, the study has run 2 editions. It placed 16 vendors in 2024 (5 Leaders) and 14 in 2025 (6 Leaders).

When is the next MLOps Service Providers study?

No MLOps Service Providers study is scheduled right now. Sign up on this page to be notified when the next edition opens.