Alice Technologies vs Levelset
Side-by-side comparison of AI visibility scores, market position, and capabilities
AI construction scheduling platform from Stanford research. Doubling revenue annually. Schedule Insights Agent (agentic AI). $68M raised. Founded 2015, Menlo Park.
About
Alice Technologies is an AI construction scheduling and simulation company founded in 2015, emerging from research at Stanford University. The company was created to solve one of the most persistent and costly problems in capital project delivery: construction schedules are typically built once at project inception and then become increasingly detached from reality as conditions change, without giving project teams a fast way to model thousands of alternative execution sequences and identify the optimal path forward. Alice's mission is to bring computation-powered schedule intelligence to every major construction project.\n\nThe platform uses Monte Carlo simulation and constraint-based optimization to automatically generate and evaluate millions of construction schedule permutations, accounting for crew compositions, equipment availability, material lead times, and site sequencing logic. Contractors and owners use Alice to build initial schedules orders of magnitude faster than manual methods, to run what-if analysis on scope changes or delays, and to recover schedule slippage through AI-assisted re-sequencing. The company's Schedule Insights Agent, its agentic AI capability, allows project teams to query schedule risk and mitigation options through natural language. Alice has customers among leading general contractors and infrastructure developers in the United States and internationally.\n\nAlice Technologies has raised $68 million in total funding and is experiencing consistent revenue growth, doubling annually according to company disclosures. Its Stanford research lineage and deep construction domain expertise — combined with the agentic AI layer that makes advanced scheduling analysis accessible to field teams — position Alice as a differentiated player in the growing construction technology market, where AI-driven schedule optimization is increasingly recognized as a lever for reducing the chronic cost overruns and delays that afflict the industry.
Construction payment rights and lien management software acquired by Procore; automates mechanics liens, preliminary notices, and lien waivers across all 50 US states, protecting contractors and subcontractors from non-payment in complex projects.
About
Levelset is a New Orleans-based construction payment software company acquired by Procore in 2021, providing mechanics lien management, preliminary notice automation, and payment rights protection tools for contractors, subcontractors, and suppliers in the construction industry. Founded in 2012 as zlien, the company built its product around the insight that lien rights—the legal tools that protect construction participants from non-payment—are chronically underutilized because the process of preserving them is complex, jurisdiction-specific, and deadline-driven. Levelset automates the preparation and delivery of preliminary notices, lien waivers, and mechanics liens across all 50 U.S. states, handling the jurisdictional variation that makes manual compliance extremely difficult for contractors working across multiple states.\n\nLevelset's platform covers the full payment cycle risk management workflow: from preliminary notice delivery at the start of a project through payment status tracking, lien waiver exchange, and mechanics lien filing when payments are disputed or delayed. The company also built a credit risk layer that provides payment history and credit data on general contractors and property owners, helping subcontractors assess payment risk before accepting project work. This financial intelligence capability, combined with payment rights automation, positions Levelset as a cash flow protection tool for the construction supply chain—a segment chronically affected by slow payment and project payment disputes.\n\nSince the Procore acquisition, Levelset has been integrated into the Procore construction management platform, enabling Procore users to access payment rights and lien management tools directly within their existing project management workflow. The combined offering strengthens Procore's value proposition for subcontractors, who have historically been less well served by construction project management platforms focused primarily on GC workflows. Levelset continues to operate as a standalone offering as well, serving contractors who do not use Procore.
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