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PeMa Quadrant · 1st edition · Published August 24, 2026
Data Security in the Age of AI
16 vendors evaluated on market penetration and technology maturity. 7 qualify as Leaders.
16
Vendors evaluated
7
Leaders
First edition of this PeMa Quadrant.
7 Leaders · 4 Seasoned · 5 Challengers
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Vendor profiles, scores and the full quadrant. Four quick fields.
The PeMa Quadrant
Where all 16 vendors landed
Hover a dot for the vendor, click to open its passport.
Technology maturity →
SeasonedLeadersChallengersGrowth
Market penetration →
2026
Vendors evaluated
All 16 vendors, and how they moved
| Vendor | Placement | Headquarters | Vendor passport |
|---|---|---|---|
| Databricks | Leaders | — | Passport → |
| Dataiku | Leaders | — | Passport → |
| IBM | Leaders | — | Passport → |
| Microsoft | Leaders | — | Passport → |
| Oracle | Leaders | — | Passport → |
| SAP | Leaders | — | Passport → |
| Snowflake | Leaders | — | Passport → |
| BDB.AI | Seasoned | — | Passport → |
| DDN | Seasoned | — | Passport → |
| Fujitsu | Seasoned | — | Passport → |
| ILUM | Seasoned | — | Passport → |
| Formcept | Challengers | — | Passport → |
| Infoveave | Challengers | — | Passport → |
| NewFangled Vision | Challengers | — | Passport → |
| Polestar Analytics | Challengers | — | Passport → |
| Spoggle | Challengers | — | Passport → |
DatabricksLeaders
DataikuLeaders
IBMLeaders
MicrosoftLeaders
OracleLeaders
SAPLeaders
SnowflakeLeaders
BDB.AISeasoned
DDNSeasoned
FujitsuSeasoned
ILUMSeasoned
FormceptChallengers
InfoveaveChallengers
NewFangled VisionChallengers
Polestar AnalyticsChallengers
SpoggleChallengers
Showing 10 of 16 ·
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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.