Sixteen consulting and system integration partners were evaluated based on delivery scale, partnership standing, client base growth, and go-to-market execution.
Finding 1 of 5
PeMa Quadrant · 1st edition · Published August 13, 2026
Top Databricks Services Partners 2026
16 vendors evaluated on market penetration and technology maturity. 7 qualify as Leaders, and buyers should treat the placements as one input alongside their own RFP criteria, capability gaps and delivery needs.
16
Vendors evaluated
7
Leaders
First edition of this PeMa Quadrant.
7 Leaders · 5 Seasoned · 4 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
What the report finds
5 shifts buyers should know
North America is the primary revenue market for Databricks services, followed by Europe and India.
Lakehouse Build, Data Engineering Modernization, and Cloud Data Migration account for 50 to 75 percent of partner project volume.
Data Engineers constitute 40 to 45 percent of Databricks delivery talent, with GenAI and Agentic AI engineers being the fastest-growing roles.
Co-sell, co-market, and co-innovate motions are crucial for partner success in the Databricks ecosystem.
Vendors evaluated
All 16 vendors, and how they moved
| Vendor | Placement | Headquarters | Vendor passport |
|---|---|---|---|
| Fractal Analytics | Leaders | New York, United States | Passport → |
| Hoonartek | Leaders | Union, New Jersey, US | Passport → |
| Impetus | Leaders | Los Gatos, CA, USA | Passport → |
| LatentView Analytics | Leaders | Tamil Nadu, India | Passport → |
| Polestar Analytics | Leaders | Plano, Texas, USA | Passport → |
| Qubika | Leaders | Texas, United States | Passport → |
| Tredence | Leaders | San Jose, California, USA | Passport → |
| Aays | Seasoned | Singapore | Passport → |
| C5i | Seasoned | Mumbai, India | Passport → |
| Exponentia.ai | Seasoned | Mumbai, India | Passport → |
| Ganit | Seasoned | Tamil Nadu, India | Passport → |
| TO THE NEW | Seasoned | Singapore, Singapore | Passport → |
| Aspire Systems | Challengers | Chennai, Tamil Nadu, India | Passport → |
| Chetu | Challengers | Sunrise, United States | Passport → |
| Cognitio Analytics | Challengers | Short Hills, New Jersey, USA | Passport → |
| Logic Pursuits | Challengers | Chicago, Illinois, USA | Passport → |
Fractal AnalyticsLeaders
HoonartekLeaders
ImpetusLeaders
LatentView AnalyticsLeaders
Polestar AnalyticsLeaders
QubikaLeaders
TredenceLeaders
AaysSeasoned
C5iSeasoned
Exponentia.ai Seasoned
GanitSeasoned
TO THE NEWSeasoned
Aspire SystemsChallengers
ChetuChallengers
Cognitio AnalyticsChallengers
Logic PursuitsChallengers
Showing 10 of 16 ·
Abstract
The AIM Research report on 'Top Databricks Services Partners 2026' highlights the key players in the Databricks services ecosystem, focusing on their ability to assist enterprises in building, migrating, and operationalizing data and AI workloads on the Databricks Lakehouse Platform.
The study evaluates sixteen consulting and system integration partners based on delivery scale, partnership standing, client base growth, and go-to-market execution, reflecting market penetration and technology maturity. The report identifies BFSI, Retail and CPG, Manufacturing, Healthcare, TMT, and Gaming as dominant industries, with emerging exposure in Mortgage, Wealth Management, Public Sector, and Life Sciences. North America is the primary revenue market, with Europe and India following. The report emphasizes the importance of Lakehouse Build, Data Engineering Modernization, and Cloud Data Migration, which together account for 50 to 75 percent of partner project volume. Advanced Analytics, MLOps, Governance on Unity Catalog, Generative AI, and Managed Services are also highlighted as key areas of focus. The report underscores the growing role of GenAI and Agentic AI engineers and the significance of co-sell, co-market, and co-innovate motions in partner success.
Methodology
How vendors were scored
The research was conducted through RFI submissions and structured discussions with sixteen consulting and system integration partners.
X axis
Market penetration
- Delivery scale
- Financial health
- Customer mindshare
Y axis
Technology maturity
- Technical innovation
- Value realisation
- DataOps depth
The research was conducted through RFI submissions and structured discussions with sixteen consulting and system integration partners. Vendors were evaluated on delivery scale, partnership standing, client base growth, and joint go-to-market execution, reflecting market penetration and technology maturity. The study focused on industries such as BFSI, Retail and CPG, Manufacturing, Healthcare, TMT, and Gaming, with emerging exposure in Mortgage, Wealth Management, Public Sector, and Life Sciences. The report also considered regional market dynamics, with North America being the primary revenue market.
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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.
The dominant industries served by Databricks services partners include BFSI, Retail and CPG, Manufacturing, Healthcare, TMT, and Gaming. There is also emerging exposure in Mortgage, Wealth Management, Public Sector, and Life Sciences at specific specialist vendors.
North America is the primary revenue market for the majority of the study set, followed by Europe and India. The UK and LATAM are also active expansion targets, with some vendors building Middle East and APAC coverage aligned to Databricks' regional go-to-market push.
Key areas of focus for Databricks services partners include Lakehouse Build, Data Engineering Modernization, and Cloud Data Migration, which together absorb 50 to 75 percent of partner project volume. Advanced Analytics, MLOps, Governance on Unity Catalog, Generative AI, and Managed Services are also important areas, with GenAI and Governance shifting fastest as enterprises scale AI beyond isolated use cases.