How We Built This List
The ranking reflects editorial judgment. It weighs customer analytics evidence first, followed by partner standing and the breadth of delivery capacity. Sources include each company’s own newsroom and analyst pages, published analyst reports, and partner award announcements from Databricks, Snowflake, and AWS.
1. Tredence
Tredence focuses its customer analytics work on lifetime value, loyalty, and personalization. Forrester named Tredence a Leader in its Q2 2025 Customer Analytics Services Wave, where it received the highest possible scores in 15 criteria across current offering and strategy. Everest Group named Tredence a Leader and Star Performer in its 2025 Data and AI Services PEAK Matrix, which evaluated 32 providers.
Tredence’s CPG page describes a loyalty analysis of more than 9 million shoppers that supported a $20 million yearly revenue uplift. Snowflake named Tredence its 2026 Retail and Consumer Goods Services Partner of the Year, and Google Cloud lists Tredence as a Diamond partner. Tredence suits enterprises that want lifetime value and personalization models built on an existing lakehouse or warehouse.
2. Fractal
Fractal focuses on customer intelligence, behavioral science, and applied AI for large enterprises. Forrester named Fractal a Leader in its Q2 2025 Customer Analytics Services Wave, and Fractal’s own page describes this as its fifth consecutive Leader placement. Everest Group named Fractal a Leader in its 2025 Analytics and AI Services Specialists PEAK Matrix.
Forrester’s analyst also noted Fractal’s partnerships with OpenAI and NVIDIA, and its use of generative AI and LLMOps across sectors. Forrester also highlighted the firm’s neuroscience-based approach to customer insights, which combines engineering, design thinking, and advanced AI. Fractal’s CPG page states that the firm works with more than 15 industry partners across cloud, data, and technology. Fractal suits teams that want next-best-experience and personalization models with a strong analytics strategy component.
3. Accenture
Accenture combines customer data engineering with customer experience design and change management. Everest Group named Accenture the highest-designated Leader on both Market Impact and Vision and Capability in its 2025 Data and Analytics Services PEAK Matrix, and it also named Accenture a Star Performer. That assessment profiled 24 leading data and analytics service providers, and its leaders include Capgemini, Deloitte, HCLTech, IBM Consulting, Infosys, and Wipro. Everest Group also named Accenture a Leader and Star Performer in its 2025 AI and Generative AI Services PEAK Matrix.
Databricks named Accenture and Avanade its 2026 Global Partner of the Year. Accenture suits organizations that need customer analytics to scale across business units, geographies, and technology ecosystems at once, with managed services after launch.
4. Adobe
Adobe combines profile unification, cross-channel analytics, and activation within Adobe Experience Platform. Forrester named Adobe a Leader in The Forrester Wave: Customer Analytics Technologies, Q2 2026, and Adobe reports that the evaluation covered Adobe Experience Platform and Adobe Customer Journey Analytics. Gartner named Adobe a Leader in its inaugural 2026 Magic Quadrant for Customer Journey Analytics and Orchestration, which evaluated eight vendors.
Databricks and Adobe launched Delta Sharing support for Adobe Experience Platform, which gives Adobe customers zero-copy access to governed data in Databricks. Adobe also reports that its AI agents run within offerings from AWS, Google Cloud, and Microsoft. Adobe says the Forrester evaluation highlights enterprise-scale profile unification and AI-powered decisioning. Adobe suits enterprises with significant martech investment and a content-driven personalization strategy.
5. Salesforce
Salesforce positions Data 360, formerly Data Cloud, as a context engine for unifying structured and unstructured customer data. Gartner named Salesforce a Leader in its 2026 Magic Quadrant for Customer Data Platforms for the third consecutive year, and Salesforce reports that it ranked highest in execution and furthest in vision. Forrester named Salesforce Data 360 a Leader in The Forrester Wave: Customer Data Platforms for B2C, Q3 2026.
Coverage of the Gartner report cites more than 25,000 organizations deploying Data 360. Data 360 can query data held in external warehouses without copying it. Salesforce describes Data 360 as an open architecture that supports bring-your-own-lake and zero-copy options. Salesforce suits organizations that want customer analytics connected to sales, service, and marketing workflows.
6. Infosys
Infosys brings AI services and marketing transformation capabilities to customer analytics programs. Everest Group named Infosys Aster, its AI-amplified marketing suite, a Leader in its 2026 Marketing Transformation Services PEAK Matrix, which evaluated 29 service providers. The same release cites an Adobe-led marketing transformation proposition and strengths in agentic commerce. The assessment centers on marketing transformation, which places the suite closest to marketing analytics among the firm’s offerings.
Databricks named Infosys its 2026 Visionary Partner of the Year. Infosys reports that it has delivered more than 400 generative AI projects with its Topaz platform. Infosys also reports that Everest Group recognized it as a Leader in its 2025 Retail Services PEAK Matrix. Infosys suits organizations that want marketing and customer data work tied to large enterprise application estates.
7. Epsilon
Epsilon, part of Publicis Groupe, focuses on identity, first-party data, and loyalty for brands. Forrester named Epsilon a Leader in The Forrester Wave: Loyalty Platforms, Q4 2025, which evaluated 11 providers and gave Epsilon the highest possible score in nine criteria, including customer and member profiles. Forrester wrote that Epsilon’s vision of cross-channel personalization at scale rests on its proprietary data assets.
Databricks named Epsilon its 2026 ISV Enterprise Built-On Partner of the Year. Epsilon also serves as a launch partner for Databricks CustomerLake, which brings Epsilon PeopleCloud to that platform. Epsilon also describes its clean room offering, which brings first-party data together with its identity foundation for audience creation and measurement. Epsilon suits brands that need identity resolution and loyalty analytics on first-party data.
8. Tiger Analytics
Tiger Analytics concentrates its data and AI services on the Databricks lakehouse and on consumer-facing analytics. ISG named Tiger Analytics a Leader in its 2026 Databricks Ecosystem Partners report, in both Modernization and AI/ML Enablement Services and Managed Data and Optimization Services. Databricks named Tiger Analytics its 2026 Retail, Consumer Goods, and Travel Hospitality C&SI Partner of the Year.
Tiger Analytics achieved AWS Consumer Goods Competency status, and it reports more than 5,000 technologists and consultants. Its AWS marketplace profile describes deep expertise in marketing science and customer analytics. The ISG report credits Tiger Analytics with disciplined managed optimization on Databricks, including continuous platform tuning. Tiger Analytics suits teams that need predictive customer models built on a Databricks or AWS data estate.
9. Wipro
Wipro brings data, AI, and cloud modernization services to enterprise analytics programs. Everest Group named Wipro a Leader in its 2025 Data and Analytics Services PEAK Matrix. Everest also named Wipro a Leader in its 2026 Google Cloud Services PEAK Matrix, where the analyst cited its Data for AI framework.
Databricks recognized Wipro as its 2026 Innovation Partner of the Year, and Wipro announced an enhanced Databricks partnership in July 2026. Wipro reports that a healthcare client cut data latency by up to 70 percent and operational overhead by 50 percent. Wipro’s award page also lists a 2026 Google Cloud Partner of the Year award in application modernization. Wipro suits enterprises that want customer data modernization delivered alongside Databricks or Google Cloud.
10. Treasure Data
Treasure Data, which now operates as Treasure AI, offers a hybrid customer data platform for enterprise deployments. IDC named Treasure AI a Leader for both B2C and B2B users in its 2026 MarketScape for Worldwide AI-Enabled Customer Data Platforms. Gartner named Treasure Data a Leader in its inaugural 2024 Magic Quadrant for Customer Data Platforms, which evaluated 17 vendors.
CX Today reports that Gartner placed Treasure Data as a Challenger in its 2026 Magic Quadrant for CDPs. Treasure AI announced Snowflake Ready technology validation, and its release names AB InBev as a valued partner. CX Today also reports that Gartner highlighted the firm’s Hybrid CDP model, which supports both Complete Mode and Composable Mode. Treasure Data suits enterprises that want customer data processed across hybrid deployments.
Ways to Choose: Three Partner Categories
Analytics and decision science specialists
Tredence, Fractal, and Tiger Analytics concentrate on predictive models, personalization, and lifetime value work. Their strength lies in model design and analytics delivery. Buyers should ask each specialist which models run in production today and how the team hands them over.
Customer data and marketing platforms
Adobe, Salesforce, Epsilon, and Treasure Data provide the data foundation, identity layer, and activation tools. These platforms suit organizations that want customer profiles and interactions managed in one system. Buyers should test how each platform handles data stored in their own warehouse.
Global systems integrators
Accenture, Infosys, and Wipro bring large delivery teams, change management, and managed services. They fit programs that span many markets, business units, and legacy systems. Buyers should expect a longer engagement and a formal governance model with these partners.