Data Infrastructure Startups — Engineering Velocity Signals
Q3 2026 · 35 startups tracked · Updated weekly from public GitHub data
Sector Overview
The Data Infrastructure sector is experiencing significant engineering activity in Q3 2026, with 35 startups tracked by the VC Deal Flow Signal. Startups building pipelines, warehouses, and observability platforms. Engineering velocity — measured through commit cadence, contributor growth, and repository expansion — provides early indicators of which teams are accelerating their development efforts before official funding announcements. GitDealFlow tracks these signals in real-time from public GitHub activity, giving investors a data-driven window into engineering momentum across the Data Infrastructure landscape.
All 35 Startups in Data Infrastructure
| Name | Description | Stage | Geography | 14d Commits | Velocity Change | Contributors | Signal Type |
|---|---|---|---|---|---|---|---|
| mloda-ai | Pre-seed | EU | 1 | +999% | 3 | Deploy frequency spike | |
| starlake-ai | Pre-seed | EU | 6 | +999% | 7 | Deploy frequency spike | |
| ohs-foundation | This is the technical home for the OHS Software Foundation (a Linux Foundation p | Series A/B | Unknown | 2 | +999% | 28 | Infrastructure buildout |
| ConduitIO | Series A/B | Unknown | 73 | +421% | 23 | Engineering hiring burst | |
| datajuicer | Data processing for and with large models. | Growth | Unknown | 9 | +350% | 51 | Engineering hiring burst |
| odpi | LF AI & Data is an umbrella foundation,artificial intelligence, machine learning | Series A/B | Unknown | 5 | +150% | 30 | Deploy frequency spike |
| superlinked | Compute tooling for vector-powered apps. | Pre-seed | Unknown | 15 | +67% | 5 | Framework migration |
| AbsaOSS | ABSA Open Source | Seed | Unknown | 8 | +33% | 9 | Framework migration |
| bruin-data | Bruin is an end-to-end data platform with built-in data quality, observability, | Seed | UK | 19 | +19% | 13 | Engineering hiring burst |
| ClickHouse | The leading database for AI | Growth | US | 27 | +17% | 100 | Engineering hiring burst |
| airbytehq | Open source data replication platform and context layer for AI agents. | Growth | US | 1031 | +9% | 100 | Engineering hiring burst |
| Zipstack | Series A/B | Unknown | 13 | -7% | 30 | Framework migration | |
| scribe-org | Open-source language solutions | Growth | EU | 7 | -12% | 61 | Engineering hiring burst |
| rocky-data | SQL transformation engine built in Rust | Seed | Unknown | 76 | -21% | 9 | Framework migration |
| rudderlabs | Steer your Customer Data | Growth | US | 17 | -23% | 100 | Framework migration |
| opensearch-project | OpenSearch is a community-driven, Apache 2.0-licensed open source search and ana | Growth | Unknown | 23 | -30% | 100 | Framework migration |
| DataSQRL | Build with Data | Seed | Unknown | 19 | -30% | 14 | Framework migration |
| dbt-labs | dbt helps data teams work like software engineers—to ship trusted data, faster. | Growth | Unknown | 99 | -31% | 100 | Framework migration |
| langfuse | Open source AI engineering platform. Debug, analyze and iterate together. | Growth | Unknown | 78 | -34% | 100 | Engineering hiring burst |
| estuary | Series A/B | Unknown | 38 | -36% | 37 | Framework migration | |
| dagucloud | Local-first data pipeline orchestration for scripts, SQL, containers, and privat | Growth | Unknown | 23 | -36% | 77 | Framework migration |
| Point72 | Series A/B | US | 3 | -40% | 22 | Engineering hiring burst | |
| slothflowlabs | We build high-performance technologies for analytics, AI, data engineering, and | Seed | US | 53 | -41% | 8 | Framework migration |
| drt-hub | Series A/B | APAC | 28 | -42% | 30 | Framework migration | |
| SigNoz | Open source Observability Platform | Growth | Unknown | 33 | -45% | 100 | Framework migration |
| PostHog | The single platform to analyze, test, observe, and deploy new features | Growth | US | 1621 | -45% | 100 | Engineering hiring burst |
| cryostatio | JDK Flight Recorder for Kubernetes | Seed | Unknown | 7 | -46% | 10 | Framework migration |
| open-telemetry | OpenTelemetry makes robust, portable telemetry a built-in feature of cloud-nativ | Growth | Unknown | 22 | -48% | 100 | Framework migration |
| tuva-health | The community building the future of healthcare analytics | Series A/B | US | 1 | -50% | 48 | Infrastructure buildout |
| debezium | Distributed open source platform for change data capture | Growth | Unknown | 54 | -56% | 100 | Framework migration |
| rocketride-org | Series A/B | US | 28 | -57% | 45 | Framework migration | |
| ZemerTeam | Pre-seed | US | 37 | -58% | 6 | Engineering hiring burst | |
| cilium | eBPF-based Networking, Security, and Observability | Growth | Unknown | 82 | -63% | 100 | Framework migration |
| redpanda-data | The streaming data platform for developers | Growth | US | 91 | -71% | 100 | Framework migration |
| subsquid | Blockchain data infrastructure for Web3 developers: validated data across 225+ n | Series A/B | Unknown | 11 | -83% | 40 | Engineering hiring burst |
Signal Type Distribution
| Signal Type | Count | % |
|---|---|---|
| Framework migration | 19 | 54% |
| Engineering hiring burst | 11 | 31% |
| Deploy frequency spike | 3 | 9% |
| Infrastructure buildout | 2 | 6% |
Top 5 Startups by Velocity
#1 PostHog
📉 1621 commits (14d) · -45%
100 contributors · Growth
Engineering hiring burst
#2 airbytehq
📈 1031 commits (14d) · +9%
100 contributors · Growth
Engineering hiring burst
#3 dbt-labs
📉 99 commits (14d) · -31%
100 contributors · Growth
Framework migration
#4 redpanda-data
📉 91 commits (14d) · -71%
100 contributors · Growth
Framework migration
#5 cilium
📉 82 commits (14d) · -63%
100 contributors · Growth
Framework migration
Sector Benchmarks
Avg Commits (14d)
104.6
Avg Contributors
51.6
Most Common Signal
Framework migration
Fastest-Growing
PostHog