A quiet consolidation wave is underway in the Databricks ecosystem. While attention focuses on the platform’s own ascent, one of the fastest-growing data and AI companies in history, private equity firms, global system integrators, and even AI labs have been steadily buying up the consulting partners that implement it.
Our partner ecosystem research places this market on the consolidation curve every platform channel follows. To map this market, we analyzed the entire Databricks partner directory (close to 4,000 firms) and researched every single one: headquarters, headcount, specialization, and current ownership. The result is, to our knowledge, the first comprehensive study of Databricks partners M&A.
Below, we share a taste of what the data shows. For the full picture, including the complete transaction list, acquirer profiles, and ownership breakdowns by tierm download the full report.
A steep pyramid, still mostly founder-owned
The Databricks consulting ecosystem counts over 3,200 firms, but the shape of it surprises most observers. Only a small fraction hold Silver status or above, and the very top tier is occupied exclusively by global system integrators with tens of thousands of employees. A lot of companies registered as Databricks partners, but don’t seem to do any significant work around the platform.
Beneath them sits the interesting layer: hundreds of data-focused specialist consultancies, and a remarkably small club of true Databricks pure-plays, representing less than 1% of the entire ecosystem. These boutiques are young, growing fast, and concentrated in a handful of markets across North America and Europe.
Most of the ecosystem remains founder-owned. But that is changing quickly. Our data shows a clear pattern: the closer a partner sits to the top of the tier pyramid, the more likely it is to have already been acquired. At the Gold tier, the share of partners that have traded is several times higher than in the long tail.
Who’s buying, and why
Three distinct buyer groups are active in Databricks partner M&A, and they behave very differently.
- Private equity is building platforms. Several large-cap funds already own sizable data consultancies, and a growing group of mid-market firms is assembling dedicated data & AI platforms through buy-and-build, some with multiple Databricks partners in the portfolio already.
- Strategic acquirers are doing tuck-ins. Global system integrators are bolting on Databricks capability, listed consolidators are rolling up boutiques, and some unexpected corporate names have entered the market for delivery capability.
- Databricks itself has quietly become one of the most active investors in its own channel, taking stakes in several of its top specialist partners through its venture arm.
Case study: Lovelytics and the first Databricks pure-play roll-up
For a single template for Databricks partner M&A, it is Lovelytics. Founded in 2017 in Arlington, Virginia, and a Databricks partner since 2021, the firm took a growth investment in June 2023 from private equity firm Interlock Equity alongside Databricks Ventures, the venture arm’s first investment in a consulting implementation partner. The founder and leadership team retained significant ownership.
That structure set the pattern the rest of the ecosystem has followed: a minority platform investment in a fast-growing specialist, with the platform vendor sitting on the cap table next to the sponsor.
The company continued to grow following the investment with a classic buy-and-build strategy:
- In January 2025, Lovelytics acquired Datalytics, a 240-person data and AI consultancy headquartered in Buenos Aires with offices in Medellín and Madrid.
- Three months later, in April 2025, Lovelytics merged with Nousot, a Chicago-based analytics and AI boutique, taking the combined business to roughly 500 people operating under the Lovelytics name.
What sellers need to know
If you own a data or Databricks consultancy, the market is moving in your favour. Preparing and presenting data for AI appears to be one of the few areas of IT services expected to grow, and Databricks itself looks like a strong vendor, well-capitalised and poised for further growth.
What we see as critical is how the company is positioned for a sale. A bit of Databricks or data work buried inside a large, undiversified IT services business does not command a rich valuation. Specialised data consultancies, focused on Databricks, Snowflake, data engineering and similar, are what many buyers are actively looking for.
If you have been considering a sale, now could be one of the best moments to do it. At the same time, you may worry about missing out on the growth ahead of your company. If you are weighing that dilemma, get in touch — we can discuss how to time the market so you neither leave money on the table nor miss the current dynamics.
Databricks partners valuations
While there are not enough transactions of Databricks partners with disclosed valuations to draw meaningful conclusions, we have been tracking valuations in the data and analytics space, which are the highest in IT, with a median of 16.3x EBITDA.
In our practice, we are seeing the best data and analytics companies regularly priced at above 10x EBITDA, if they posess strong characteristics, such as fast growth, enterprise customers and significant size.
| Subsector | Deals (n) | 1st Quartile | Median | 3rd Quartile | Median deal size |
|---|---|---|---|---|---|
| Data & analytics | 27 | 10.7x | 16.3x | 27.1x | $50M |
| Cybersecurity services | 26 | 9.8x | 16.1x | 25.7x | $22M |
| Digital engineering* | 28 | 9.3x | 12.1x | 15.8x | $285M |
| Software development | 75 | 8.2x | 11.3x | 18.3x | $35M |
| IT staffing | 31 | 7.5x | 11.0x | 13.3x | $320M |
| Systems integration | 103 | 7.1x | 10.7x | 15.3x | $36M |
| MSPs | 83 | 6.2x | 10.7x | 13.4x | $37M |
| IT consulting | 33 | 7.0x | 9.8x | 12.9x | $61M |
| Cloud services | 13 | 6.9x | 8.1x | 20.0x | $28M |
| Value-added resellers | 87 | 5.2x | 7.8x | 11.3x | $38M |
Get the full picture
The full report on the state of the Databricks ecosystem and M&A includes:
- The complete map of the ecosystem
- Ownership analysis: how much of each tier is already in PE, strategic, or public hands
- The full list of transactions involving Databricks-focused partners
- Acquirer profiles: which PE funds and strategics are building data platforms, and what they buy
Download the full report, or if you would rather talk through what the findings mean for your company specifically: get in touch with us.
About Aventis Advisors
Aventis Advisors is an M&A advisor focusing on technology and growth companies. We believe the world would be better off with fewer (but better quality) M&A deals done at the right moment for a company and its owners.
Our mission is to provide honest, insight-driven advice, clearly laying out all the options for our clients — including the one to keep the status quo.
Get in touch with us to discuss how much your business could be worth and how the process looks.
