Which are the most active data-infra VCs in 2026?

Amplify Partners, Redpoint, Bessemer, Accel, Andreessen Horowitz (infra), Sequoia, Kleiner Perkins, Lightspeed, Battery, Greylock, Coatue, Insight Partners, Tiger Global, ICONIQ, NEA, Meritech, MADRONA, IVP, and DCVC. Strategic capital from Snowflake Ventures, Databricks Ventures, MongoDB Ventures, Confluent (Halyard), Salesforce Ventures, GV, and Microsoft M12.

What NRR do data-infra investors expect?

130%+ NRR is category baseline for consumption-based data infrastructure. 140–170% is category-leading. Sub-120% requires a very strong logo count, gross margin, or expansion story to compensate.

Should I build native to Snowflake / Databricks or portable?

Native gets marketplace GTM leverage and ecosystem placement. Portable gets a moat against warehouse consolidation. Best answer often depends on your customer's warehouse commitments — sell where the data already is.

How do consumption pricing swings affect fundraising?

Massively. 2022–2023 optimization cycles taught investors to underwrite NRR through downturns, not just at peak. Show cohort revenue holding or growing through customer cost optimization.

How do I answer 'what if Snowflake builds this natively'?

Best answers combine (1) speed and depth beyond a native feature, (2) cross-warehouse coverage, (3) ecosystem integrations beyond one warehouse, and (4) explicit partnership with the warehouse itself. Every data-infra investor asks this question.

Data Infra Fundraising: Active VCs & Warehouse Playbook

How to raise venture capital for a data or analytics infrastructure startup in 2026.

How to Raise Venture Capital for a Data & Analytics Infrastructure Startup

Data and analytics infrastructure — Snowflake, Databricks, Fivetran, dbt Labs, Airbyte, Confluent, MotherDuck, Rill, Hex, ClickHouse, Materialize — is one of the largest venture categories, with consumption-based revenue models, warehouse-ecosystem positioning, and enterprise-grade sales cycles.

Why data infra is a distinct fundraising category

Data-infra rounds are underwritten on consumption-based revenue quality, warehouse ecosystem positioning (Snowflake, Databricks, BigQuery), and the ability to expand within accounts as data volume grows. Snowflake and Databricks reset the ceiling; consumption-pricing volatility (2022–2023 optimization wave) reset the discipline required.

The most active data-infra VCs

Data-focused / infra-heavy: Amplify Partners, Redpoint, Bessemer, Accel, Andreessen Horowitz (infra), Sequoia, Kleiner Perkins, Lightspeed, Battery, Greylock, Coatue, Insight Partners, Tiger Global, ICONIQ, NEA, and Meritech.

Emerging / thesis-driven: MADRONA (Seattle data), Emergence, IVP, and DCVC.

Strategic: Snowflake Ventures, Databricks Ventures, MongoDB Ventures, Confluent (Halyard), Salesforce Ventures, GV, and Microsoft M12.

Warehouse ecosystem positioning

Snowflake ecosystem: Snowpark, Native Apps, Streamlit, Powered by Snowflake — investors weight ecosystem placement and marketplace GTM.

Databricks ecosystem: Delta Sharing, Unity Catalog integration, Lakehouse Apps, Partner Connect.

BigQuery / GCP ecosystem: BigQuery Studio, Dataproc integration, Google Cloud Marketplace.

Cross-warehouse portability is a moat versus single-warehouse lock-in — investors value both, differently priced.

Consumption pricing implications

Consumption revenue is higher-quality when net revenue retention holds through customer optimization cycles. 2022–2023 taught investors to underwrite NRR through downturn, not just at peak. Land-and-expand math: cohort revenue growth 12–18 months post-onboarding is the diagnostic.

Benchmarks investors underwrite

ARR growth (100%+ at Series B, 60–100% at growth stage), NRR (130%+ is category baseline for consumption models), gross margin (70–80% for hosted infra), and cohort expansion (net cohort revenue up 40–80% by month 18).

Common mistakes when raising for data infra

Overstating NRR at peak without showing optimization-cycle behavior. Weak warehouse ecosystem story. Confusing usage with revenue. Missing enterprise motion (SOC 2, HIPAA, VPC, private link) at Series B. No answer for hyperscaler / warehouse-native competitive response.

Frequently asked questions

Which are the most active data-infra VCs in 2026?: Amplify Partners, Redpoint, Bessemer, Accel, Andreessen Horowitz (infra), Sequoia, Kleiner Perkins, Lightspeed, Battery, Greylock, Coatue, Insight Partners, Tiger Global, ICONIQ, NEA, Meritech, MADRONA, IVP, and DCVC. Strategic capital from Snowflake Ventures, Databricks Ventures, MongoDB Ventures, Confluent (Halyard), Salesforce Ventures, GV, and Microsoft M12.
What NRR do data-infra investors expect?: 130%+ NRR is category baseline for consumption-based data infrastructure. 140–170% is category-leading. Sub-120% requires a very strong logo count, gross margin, or expansion story to compensate.
Should I build native to Snowflake / Databricks or portable?: Native gets marketplace GTM leverage and ecosystem placement. Portable gets a moat against warehouse consolidation. Best answer often depends on your customer's warehouse commitments — sell where the data already is.
How do consumption pricing swings affect fundraising?: Massively. 2022–2023 optimization cycles taught investors to underwrite NRR through downturns, not just at peak. Show cohort revenue holding or growing through customer cost optimization.
How do I answer 'what if Snowflake builds this natively'?: Best answers combine (1) speed and depth beyond a native feature, (2) cross-warehouse coverage, (3) ecosystem integrations beyond one warehouse, and (4) explicit partnership with the warehouse itself. Every data-infra investor asks this question.

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