Benchmark
Benchmark is the trusted AI platform for investment firms. Today, leading firms use Benchmark to screen deals, extract insights from unstructured data, and automate workflows. Our platform combines cutting-edge AI with deep industry expertise to help investment firms make smarter, faster decisions across their entire deal lifecycle.
Y Combinator
yc-company-directory #5189Benchmark is the trusted AI platform for investment firms. Today, leading firms use Benchmark to screen deals, extract insights from unstructured data, and automate workflows. Our platform combines cutting-edge AI with deep industry expertise to help investment firms make smarter, faster decisions across their entire deal lifecycle.
sourceBenchmark is classified as AI infrastructure from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.
Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.
Companies similar to Benchmark
A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.
FurtherAI
match 82FurtherAI is a domain-specific AI for the insurance industry. Our AI Assistant automates complex workflows like submission intake, policy comparisons, and underwriting audits - making teams faster, smarter, and more efficient. Leading insurers, reinsurers, MGAs, and brokers rely on FurtherAI to drive better decisions at scale. Backed by top investors including Y Combinator, Nexus, South Park Commons, and Converge, FurtherAI supports customers writing over $15B in premiums across all 50 states.
shared extracted concept terms: lead, industry; shared product terms: lead, automate, workflow, industry; shared product theme: workflow automation; shared affiliation: Y Combinator
Spark
match 69Spark AI is workflow software for solar, storage, and data center developers. We've reviewed and identified over 1 million zoning, permitting, and project-related documents in nearly every jurisdiction in America, so that you can instantly identify project requirements, local sentiment, and fatal flaws in seconds. We’re trusted by dozens of industry-leading developers representing over 90 gigawatts of project pipeline and $30 billion in financing. Our team combines leadership experience from AI
shared extracted concept terms: lead, industry; shared product terms: trust, lead, workflow, combine; shared product theme: workflow automation; same category: AI infrastructure; shared affiliation: Y Combinator
Revi
match 58Revi helps Investment Banks, PE firms, and Corporate Development teams source new deals. We do this by using agentic workflows to replicate their end-to-end deal origination process, entirely removing the trade-off between precision and scalability. We released the first version of Revi in September 2023 and now have companies like KPMG and platforms backed by KKR and Nordic Capital using our product.
shared extracted concept terms: firm, investment; shared product terms: investment, firm, deal, workflow; shared product theme: workflow automation; shared affiliation: Y Combinator
Inkling
match 53Inkling, based in Chicago, Illinois, offers collective intelligence solutions to help organizations make more informed decisions. Inkling's products have been implemented by industry-leading corporations and government agencies worldwide to reduce operational risks, improve forecasting, and gain insights about the organization.
shared extracted concept terms: lead, industry; shared product terms: lead, insight, industry, decision; shared affiliation: Y Combinator
Abacum
match 53Finance teams get instant access to all the operational and financial metrics in one place. With a single click, Finance teams surface insights, automate reporting, forecast revenue, plan headcount, and run multiple scenarios at scale. Abacum perfectly balances entreprise-grade scalability with consumer-grade ease of use. Our powerful, intuitive multi-dimensional modeling engine and collaborative workflows make business partnering seamless. With more than $100M raised, Abacum powers industry lea
shared extracted concepts: industry; shared product terms: insight, automate, workflow, industry; shared product theme: workflow automation; same category: AI infrastructure; shared affiliation: Y Combinator
Oxus
match 51Oxus automates internal audits for pre-IPO and public companies using AI. Companies including leading payroll providers and public biotech companies work with us to streamline audit workflows and get audits done 10x faster. Learn more at: https://www.oxus-ai.com/
shared extracted concept terms: lead; shared product terms: lead, automate, workflow, faster; shared product theme: workflow automation; same category: AI infrastructure; shared affiliation: Y Combinator