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PeMa Quadrant · 4th edition · Published August 24, 2026
The Data Foundation in The Agentic AI Era
23 vendors evaluated on market penetration and technology maturity. 10 qualify as Leaders.
23
Vendors evaluated
10
Leaders
3
Moved up since 2025
9
New to the study
10 Leaders · 6 Seasoned · 3 Growth · 4 Challengers
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Vendor profiles, scores and the full quadrant. Four quick fields.
The PeMa Quadrant
Where all 23 vendors landed
Hover a dot for the vendor, click to open its passport. Drag the slider to replay earlier editions.
Technology maturity →
SeasonedLeadersChallengersGrowth
Market penetration →
2026
Vendors evaluated
All 23 vendors, and how they moved
| Vendor | Placement | Since 2025 | Headquarters | Vendor passport |
|---|---|---|---|---|
| Blend360 | Leaders | — Held Leader | — | Passport → |
| C5i | Leaders | ▲ From Seasoned | — | Passport → |
| Evalueserve | Leaders | — Held Leader | — | Passport → |
| Fractal Analytics | Leaders | — Held Leader | — | Passport → |
| Indium | Leaders | New | — | Passport → |
| LatentView Analytics | Leaders | — Held Leader | — | Passport → |
| Polestar Analytics | Leaders | — Held Leader | — | Passport → |
| Qubika | Leaders | New | — | Passport → |
| Straive | Leaders | — Held Leader | — | Passport → |
| Tiger Analytics | Leaders | — Held Leader | — | Passport → |
| Aays | Seasoned | — Held Seasoned | — | Passport → |
| Exponentia.ai | Seasoned | ▲ From Challenger | — | Passport → |
| Ganit | Seasoned | ▲ From Challenger | — | Passport → |
| JK Tech | Seasoned | New | — | Passport → |
| Neoware Technology Solutions | Seasoned | New | — | Passport → |
| Simform | Seasoned | New | — | Passport → |
| Aspire Systems | Growth | New | — | Passport → |
| Chetu | Growth | New | — | Passport → |
| Hoonartek | Growth | New | — | Passport → |
| Aventra Group | Challengers | New | — | Passport → |
| Indus Net Technologies | Challengers | — Held Challenger | — | Passport → |
| Konverge AI | Challengers | — Held Challenger | — | Passport → |
| StratLytics | Challengers | — Held Challenger | — | Passport → |
Blend360Leaders
C5iLeaders
EvalueserveLeaders
Fractal AnalyticsLeaders
IndiumLeaders
LatentView AnalyticsLeaders
Polestar AnalyticsLeaders
QubikaLeaders
StraiveLeaders
Tiger AnalyticsLeaders
AaysSeasoned
Exponentia.ai Seasoned
GanitSeasoned
JK TechSeasoned
Neoware Technology SolutionsSeasoned
SimformSeasoned
Aspire SystemsGrowth
ChetuGrowth
HoonartekGrowth
Aventra GroupChallengers
Indus Net TechnologiesChallengers
Konverge AIChallengers
StratLyticsChallengers
Showing 10 of 23 ·
Editions
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Every edition of the Data Engineering Service Providers PeMa Quadrant since it began in 2023.
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Frequently asked questions
The PeMa (Penetration and Maturity) Quadrant is AIM Research's 2x2 vendor evaluation framework. It measures each provider's market penetration (clients, deal sizes, geographic spread) and technology maturity (capabilities, platforms, partnerships), and places them as Leaders, Seasoned Vendors, Growth Vendors or Challengers.
Any enterprise technology vendor active in the relevant market category can request to participate. AIM Research issues an open RFI for each study and invites qualifying vendors via the Research Calendar.
Vendors are evaluated through a structured RFI process backed by primary research, including vendor briefings, customer references and product evaluations. They are scored across 40+ weighted criteria covering product capabilities, strategy and market impact, and the weighted scores are mapped to one of the four quadrant positions.
The date of the next edition has not been announced yet. Upcoming studies and their RFI windows are listed on the AIM Research Calendar.