Side-by-side comparison of AI visibility scores, market position, and capabilities
Observability pipeline platform routing, transforming, and reducing machine data before it reaches analytics and security tools; reduces data volumes 30-60% cutting Splunk and cloud SIEM ingestion costs while providing vendor flexibility for data routing.
Cribl is a San Francisco-based data infrastructure company that provides an observability pipeline platform — a layer of software that sits between data sources (logs, metrics, traces, security events) and downstream analytics and security tools. Organizations use Cribl to filter, route, transform, enrich, and compress machine data before it reaches expensive destinations like Splunk, Elastic, or a cloud SIEM, reducing data volumes by 30-60% and significantly lowering ingestion and licensing costs. Cribl's platform also provides vendor flexibility by routing the same data to multiple destinations or migrating between analytics platforms without re-instrumenting data sources. The company's Stream and Edge products handle large-scale log pipeline management, while its Search product enables federated query across data wherever it lives. Founded in 2017 by former Splunk engineers, Cribl raised over $400M at a $3.5B valuation from investors including Sequoia Capital, CRV, and IVP. It has grown rapidly as organizations face escalating costs from observability data growth outpacing their tools' affordability.
NY no-code collaborative database with workflow automation received M&A offer April 2025; YC W20 $1M revenue competing with Airtable and Notion for business operations teams without SQL expertise.
Dataland is a New York-based no-code collaborative data management platform — backed by Y Combinator (W20) with funding from South Park Commons and Switch Ventures — providing business teams with a spreadsheet-like interface for centralizing, structuring, and automating business data workflows without SQL expertise, generating $1 million in revenue in 2024 with a 5-9 person team. Received an M&A offer in April 2025, positioning as a competitive alternative to Airtable and Notion in the growing no-code database market.
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