AI & Machine Learning Startups

Fileread is an AI platform for litigation teams that lets users query large document collections to find key documents, verify findings, and build fact memos, chronologies, character lists, and case summaries with citations to source documents. It integrates with Relativity and works across text, images, handwritten notes, and unstructured data for tasks like early case assessment, discovery, deposition preparation, and trial support.

1 investor

Filmgrail provides marketing tools for movie theater exhibitors to control the moviegoer journey from showtime discovery through ticket purchase.

1 investor

Filter Labs builds a data intelligence layer that scans the open web for local conversations and statistical data across languages and locations, converting those sources into trackable live feeds and automated reports. The product is aimed at analysts and decision-making teams working in high-stakes environments.

1 investor

Filtered provides an enterprise data layer that ingests learning content and skills records, breaks courses into parts with quality-scored descriptions, and ties them to skills, roles and openings so AI agents can retrieve them over the Model Context Protocol. It serves large enterprises pursuing AI readiness and workforce transformation, integrating with existing HRIS, LMS, LXP and content systems.

1 investor

Fimble offers AI-based invoicing and accounts receivable automation, including automated invoice chasing and Open Banking payment initiation, to help businesses get paid faster and reduce admin time. It targets small businesses that struggle with late payments, and states it charges no payment processing fees.

1 investor

Final Offer operates an online real estate platform that brings transparency to home transactions by letting buyers submit offers and see real-time activity on a property, including a signaling mechanism for sellers' target prices. Following a merger with Purlin, it positions itself as an AI platform unifying real estate, mortgage, and title services for agents, buyers, and sellers.

1 investor

FSS (Financial Software and Systems) builds digital payment technology, including payment switching, card management, mobile banking, and payment gateway systems for banks and financial institutions. It processes card and IMPS transactions at scale and is described as India's largest IMPS processor.

1 investor

A cloud-based SaaS solution that helps organizations consolidate and manage financial and ESG data across multiple entities, subsidiaries, and countries with AI-powered analytics and reporting capabilities.

1 investor

FinaTech develops computational technologies for modeling and simulating complex systems, including structured finance instruments (CMBS, private equity funds, REITs), high-performance parallel processing methods (TALPs), and agentic AI platforms for industrial and bio-industrial automation. Its patented technology has received DARPA grants and is used by U.S. government agencies and technology firms.

1 investor

FinBits offers a financial management platform and financial BPO (outsourcing) services for small and medium-sized businesses, automating tasks such as bank reconciliation, accounts payable/receivable, invoicing, and cash flow tracking. The platform includes an AI assistant that provides reports and personalized suggestions for company financial management, and it operates in Brazil.

1 investor

FinBox is an AI-native digital lending platform that provides modular, API-first infrastructure for banks, NBFCs, fintechs, and platform businesses to launch and embed lending products. The platform serves financial institutions and platform businesses seeking to offer in-context credit to consumer and MSME segments.

1 investor

Fincent provides a transaction management and collaboration platform that aggregates bank and credit card feeds into a unified view for personal finance tracking and bookkeeper coordination. The platform offers transaction search, automatic categorization, and real-time collaboration features for users managing their financial records.

1 investor

Finch is an AI-native platform for building design that lets architecture and AEC teams generate floor plans, area calculations, and BIM geometry, encode firm design standards, and run generative design simulations. It serves architects and AEC professionals across project types including master plans, residential, high-rise, and office buildings.

1 investor

Finch provides outsourced legal operations for personal injury plaintiff firms, combining US-based intake specialists, case managers, paralegals, and demand writers with proprietary AI to handle intake, investigation, records, bills, liens, and demands. It aims to help firms process more cases faster while keeping their existing case management and document systems updated.

1 investor

Finco develops data-driven financing solutions for francophone Africa, targeting the 80% of individuals and businesses excluded from traditional banking through innovative credit models. The company serves SMEs and young adults with supply chain financing and mortgage products, operating primarily in Benin.

1 investor

Fincom provides AML (anti-money laundering) compliance solutions for clients in the financial services sector.

1 investor

IGOR is a multi-agent AI platform, or "AI co-scientist," designed to accelerate R&D and experimental discovery by closing the loop between hypothesis and empirical validation. It targets scientists and engineers in fields such as drug discovery and semiconductor process development, helping optimize process yields, improve repeatability, and reduce waste.

1 investor

Findable provides an AI-powered search and document management platform that makes building documentation searchable, structured, and audit-ready for property owners and facilities managers. It automatically classifies building documents against standards like BS 9991 and NS 3451, detects missing or expiring certificates, and assembles compliance evidence such as Building Safety Act Golden Thread records.

1 investor

Arbor provides an operational listening platform that surfaces internal knowledge from employees to help organizations identify problems and opportunities. The platform uses AI to enable continuous, scaled conversations within teams rather than relying on traditional periodic surveys.

1 investor

Findest is an AI research platform for R&D teams that answers technical questions by searching an indexed database of 250 million scientific papers and patents, with every claim linked back to its source document. It is built for semiconductors, materials and hard science, structuring searches into saved, shareable projects.

1 investor

findIQ is a German B2B software company that captures and digitizes the expertise of veteran technicians and uses AI to turn it into maintenance procedures for the next generation of workers. Its SaaS platform serves industrial equipment service and maintenance operations, integrating with existing maintenance, production, and service management systems.

1 investor

Findologic provides product search and personalization technology for e-commerce platforms to help merchants create relevant product experiences and drive business growth. The company is now part of Nosto's Commerce Experience Platform.

1 investor

FINDS provides a decision engine for inventory value optimization in fashion, luxury, and beauty, helping teams simulate scenarios and determine optimal strategies for inventory distribution across channels (full-price retail, outlets, off-price partners, employee sales, donation, and recycling).

1 investor

Fineksi provides AI-powered credit decision optimization and cognitive document automation for financial institutions. The company serves banks and lending organizations seeking to improve credit analysis through data-driven insights.

1 investor