Side-by-side comparison of AI visibility scores, market position, and capabilities
San Mateo AI observability treating telemetry as structured data resources; $393M total ($145M Evolution Equity/Madrona Series B Sep 2024) from Sutter Hill Ventures founding with 50+ customers competing with Datadog for cloud-native observability.
Observe Inc. is a San Mateo, California-based AI-powered observability platform — backed with approximately $393 million in total funding including a $145 million Series B in September 2024 led by Evolution Equity Partners with Madrona Ventures, plus Sutter Hill Ventures' founding investment — providing enterprise engineering and operations teams with a cloud-native observability solution that treats telemetry data as a structured data problem, curating logs, metrics, and traces into typed "resources" (users, sessions, help desk tickets, software builds, and other business objects) that enable sophisticated root-cause analysis and cross-stack troubleshooting beyond what traditional observability tools provide. Serving 50+ customers including Upstart Financial, OpenGov, and TopGolf, Observe is led by CEO Jeremy Burton (former C-suite at Oracle, Symantec, EMC, and Dell) with co-founders from Splunk, Snowflake, Wavefront, and Roblox. Founded in 2017 (Sutter Hill Ventures company).
Web3 authentication and account abstraction infrastructure enabling gasless transactions and simplified dApp onboarding; ERC-4337 implementation allows dApps to sponsor gas fees on behalf of users and accept ERC-20 token gas payment for mainstream-accessible wallet experiences.
Biconomy is a Web3 infrastructure platform focused on making decentralized applications usable by mainstream audiences who are not familiar with cryptocurrency gas mechanics. Its core product implements account abstraction via ERC-4337, allowing dApp developers to sponsor gas fees on behalf of users, accept gas payment in ERC-20 tokens instead of native currency, and batch multiple on-chain transactions into a single user action. These capabilities transform the user experience from one requiring native token balances and technical awareness into something closer to a conventional web application workflow.
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