Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $30.5M Series B (Nov 2025) led by Insight Partners. $48M total. 1,100+ contractor customers. 100% automated construction quantity takeoffs across major trades.
Beam AI (product name Attentive.ai) is an AI construction platform delivering fully automated quantity takeoffs for major construction trades, eliminating the manual measurement and estimation work that traditionally consumes weeks of estimator time before a construction bid can be submitted. The company raised $30.5 million in Series B financing in November 2025 led by Insight Partners, bringing total funding to $48 million and its customer base to 1,100+ contractor companies.
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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