Our verdict
Fresh Gravity is a specialist in master data management, with a 200-plus person team, published client results such as about $2 million saved for a life sciences client, and client praise from Dexcom, Eaton, and Clario (Fresh Gravity; Fresh Gravity clients). It suits a life sciences or financial services company that needs clean, governed customer, product, or study data before it builds AI, and it is less suited to a buyer who wants a custom AI application with no data management work attached.
The right buyer
- Life sciences companies mastering clinical and R&D data. It mastered investigators, sites, and studies on Reltio for one client and built an IDMP-compliant product master for a pharmaceutical company (Fresh Gravity).
- Banks and credit unions with scattered customer or branch data. It built a Semarchy location master that now feeds a bank’s branch finder (Fresh Gravity).
- Teams that want support after go-live. United Community Bank says it still works with Fresh Gravity to run its MDM solution (Fresh Gravity).
Reasons to look elsewhere
- Its strongest record is in master data management, so a buyer who wants a consumer AI app or a custom model with no data work should compare other firms.
- Much of its delivery runs from Pune, India, so a buyer who needs an all-onshore team should ask about staffing.
Fresh Gravity, At A High Level
Fresh Gravity was founded in January 2015 by Ajit Kumbhare, who had run Serene Corporation for 12 years before that (Fresh Gravity). Its U.S. corporate headquarters is in Flower Mound, Texas, near Dallas, and it celebrated its ninth anniversary in April 2024 at its office in Pune, India (Fresh Gravity; Fresh Gravity). It works in three areas: data management, analytics and machine learning, and artificial intelligence, and its homepage lists Reltio, Semarchy, Informatica, Profisee, Databricks, Snowflake, AWS, and Azure among its technology partners (Fresh Gravity). In 2026 it added AiDE, an agentic data engineering platform that writes native code on the client’s own platform, and a clinical AI offering built for regulated, audit-traceable work (AiDE; Fresh Gravity).
- A team of more than 200 people and more than 200 client projects, by its own count; we estimate annual revenue at $11 million to $19 million (Fresh Gravity).
- Unfunded, with no investments or acquisitions on record (Tracxn).
- Published results include about $2 million saved by automating data quality work on a Reltio master of investigators, sites, and studies, and a hotel loyalty database cut from 12 million to about 8 million records through identity resolution (Fresh Gravity).
- More than 10 proprietary products, accelerators, and solutions, by its own count (Fresh Gravity).
Scores by criterion
We scored Fresh Gravity from its client page, case results, executive biographies, and company data. Industry depth scores highest because of its life sciences and financial services record; commercial clarity scores lowest because rates are not public.
| Criterion | Weight | Score | Basis |
|---|---|---|---|
| Production track record | 20% | 7.0 | Published MDM results in clinical research, hospitality, and banking, plus client praise. |
| Technical depth | 15% | 7.0 | MDM, data governance, data engineering, and an agentic data engineering platform. |
| Industry depth | 10% | 7.5 | Life sciences, financial services, and hospitality work. |
| Delivery model and handoff | 15% | 7.0 | Implementation through go-live and ongoing support. |
| Commercial clarity | 10% | 5.5 | Project and support work; no published rates. |
| Platform independence | 10% | 6.5 | Works across Reltio, Semarchy, Informatica, Profisee, and the main clouds. |
| Stability and scale | 10% | 7.0 | Founded 2015, 200-plus staff, unfunded and founder-led. |
| Independent evidence | 10% | 6.5 | Client quotes from Dexcom, Eaton, Clario, and First Tech Federal Credit Union. |
| Overall | 100% | 6.8 | Weighted average |
Where Fresh Gravity fits
Fresh Gravity is used by pharmaceutical and medical device companies, banks and credit unions, hotel groups, and industrial firms that need trusted master data before analytics or AI. It is strongest on Reltio and Semarchy master data management and data governance. On price it sits in the mid-market tier, with India-based delivery keeping rates below U.S.-only data consultancies. On this site it competes with Anblicks, another Dallas-area data firm, and Analytics8 for data platform work.
| Need | Fit | Why |
|---|---|---|
| Master data management on Reltio or Semarchy | Strong | Most of its published case results are MDM builds. |
| Clinical and R&D data in life sciences | Strong | It has mastered study data and built an IDMP product master. |
| Agentic data engineering | Moderate | AiDE launched in 2026, so its client record is short. |
| A custom consumer AI app | Weak | Its practice centers on enterprise data. |
What clients and leaders say
Fresh Gravity’s leaders and clients describe its work in published announcements. One buyer concern is written from public facts about the firm.
“Fresh Gravity’s professionalism, knowledge, and flexibility were key to our success.”
“Their team led the installation of the MDM technology in the cloud, the design of the mastering application, and the deployment to production.”
“We’ve recently set a new benchmark by going live with four major integrations in a single month.”
“Their MDM people were excellent, but when we wanted help with an AI use case on top of that data, the team was newer to it and we had to define more of the work ourselves.”
Where customer reviews couldn’t be found, our analysts attempted to give a voice to buyer sentiment, drawing on real information from review sites, forums and product documentation. Based on: Fresh Gravity’s client page, whose case results center on MDM, and its AiDE page, which launched in 2026.
Who leads Fresh Gravity
Ajit Kumbhare founded Fresh Gravity in January 2015 and is its CEO; he earlier founded Serene Corporation and ran it for 12 years (Fresh Gravity).
Sources (9)
- Fresh Gravity: homepage and partners
- Fresh Gravity: Our Story
- Fresh Gravity: executive team
- Fresh Gravity: Ajit Kumbhare biography
- Fresh Gravity: clients, testimonials, and case results
- Fresh Gravity: nine-year anniversary (April 2024)
- Fresh Gravity: AiDE agentic data engineering
- Fresh Gravity: AI-based clinical transformation
- Tracxn: Fresh Gravity company profile