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.
Invitation Homes, the largest U.S. single-family rental REIT with 85,000+ homes, is pivoting to net seller mode in 2026 and expanding into build-to-rent development.
Invitation Homes was formed in 2012 during the post-financial-crisis housing downturn, acquiring distressed single-family homes at scale, and went public on the NYSE in 2017. Today it is the largest owner of single-family rental homes in the United States, with a portfolio of over 85,000 homes concentrated in high-growth Sun Belt and coastal markets. The portfolio targets the starter and move-up segments, with an average home value around $350,000 and generally under 1,800 square feet, serving residents who prefer the lifestyle of a single-family home without the obligation of ownership.
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