AI & Machine Learning Startups

Faura provides property risk intelligence for insurance carriers and brokers, using AI-driven aerial imagery, hazard models, and homeowner engagement to score home resilience to natural disasters and verify mitigation improvements. It generates personalized resilience snapshots for policyholders and returns verified first-party property data to underwriting and loss control teams.

5 investors

Fazeshift provides enterprise-grade AI agents that automate accounts receivable processes for organizations, handling transaction processing, cash application, payment communications, and customer experience tasks. The platform serves finance and accounting teams across multiple industries.

5 investors

Federato offers Product Studio, a tool for insurers to define and manage insurance products—rating, forms, endorsements, and eligibility rules—in a single data schema with versioned definitions and audit history. It lets product teams update pricing, coverage, and rules and roll changes out across states and programs without code changes or IT dependencies.

5 investors

Fermat provides an agentic commerce platform that helps brands analyze shopper behavior, test changes, and optimize purchasing paths in real-time. The platform serves e-commerce and retail teams seeking to accelerate the conversion of customer insights into measurable business actions.

5 investors

Ferrum Health develops AI accountability solutions, though the specific products and customer base are not detailed on the company page.

5 investors

Field Materials uses AI and large language models to automate data entry and verification of material and equipment procurement for construction contractors.

5 investors

Figopara is a Turkish financial technology platform that digitizes financial processes between commercial businesses and banks, letting companies convert invoices and checks into cash before maturity and compare financing offers from multiple financial institutions. It offers invoice financing, check collection, supplier financing, and short-term spot credit, along with an AI-based FigoScore credit-scoring tool and SAP/ERP integration, serving businesses in Turkey.

5 investors

Finite State provides a product security and compliance platform that analyzes firmware, binaries, source code, and documentation to create a continuous system of record for connected devices. It serves product security teams building IoT and connected products, offering SBOM generation, vulnerability prioritization, threat modeling, and audit-ready compliance evidence.

5 investors

Finku is an AI-powered personal financial management app for Indonesian consumers that tracks transactions via manual entry, chat with an AI assistant, or document scanning, and provides budgeting and financial insights. The app also offers corporate financial wellness programs and can be integrated into business applications.

5 investors

FintechOS offers an AI-first, composable core insurance modernization platform that lets insurers and MGAs build, price, and run policy administration, origination, and claims across P&C, life, health, pet, and specialty lines. Its Intelligent Policy Admin System runs above legacy core systems, decoupling product logic into a governed layer configurable through natural language, serving insurers, MGAs, and banks.

5 investors

First AML is an anti-money laundering platform that combines AML, KYC, and KYB tools with AI and global data sources to help firms onboard and verify customers. It draws on corporate registries and screening lists across 180+ countries to support compliance and onboarding checks.

5 investors

FirstHive is an AI-powered customer data platform that unifies fragmented customer data from multiple sources and enables real-time, autonomous decision-making and personalized customer experiences across channels. The platform serves enterprise marketing, data, and IT teams across retail, financial services, hospitality, and other industries.

5 investors

Fixify provides an AI-assisted IT service desk that integrates with a customer's existing ticketing and productivity tools to automate routine support tasks, backed by a human team that handles designated issue categories. It targets organizations looking to offload help desk and IT support work.

5 investors

Edisyl builds a semantic layer that encodes organizational understanding of data meaning, metrics definitions, and institutional knowledge to enable enterprise AI tools to answer questions aligned with business logic. The platform includes agent-building (Forge) and fleet orchestration (Lattice) capabilities for financial-infrastructure and creative-industry firms.

5 investors

Flock Freight provides Shared Truckload (STL) shipping that combines multiple businesses' freight into a single truck, with linear-foot and pallet-based pricing so shippers pay only for the space they use. Its AI-powered pooling technology matches shipments across its carrier and shipper network, integrating with shippers' TMS or its own platform to quote, book, and track loads.

5 investors

Flockjay is a generative AI-powered sales enablement platform that unifies content management, learning, and coaching for sales teams. The platform serves sales leaders, revenue operations, and sales enablement teams to improve deal velocity, win rates, and team training efficiency.

5 investors

Flower develops collaborative AI infrastructure and tools, including federated learning platforms, AI agents, and language models that enable organizations to build and deploy AI networks while maintaining data privacy and control.

5 investors

folk is a CRM that captures relationship context and uses AI assistants to automate sales busywork like follow-ups, relationship recaps, company research, and email outreach workflows. It serves sales and business development teams managing deals and contacts.

5 investors

Form Bio develops AI-driven software and bioinformatics tools for genetic medicine and genome engineering, enabling faster and safer design of gene therapies, protein engineering, and manufacturing optimization.

5 investors

Forma.ai provides a sales performance management (SPM) system that helps enterprise organizations manage sales compensation, planning, and performance data in a unified platform. The product enables complex go-to-market operations by integrating sales comp, planning, and analytics to optimize revenue growth.

5 investors

Freehand builds AI agent teams that audit vendor and carrier invoices, enforce contracts, and resolve billing disputes across enterprise supply chains, posting validated outcomes back to ERP systems with an auditable trace. It targets large logistics, manufacturing, and retail enterprises seeking to recover overspend and automate freight and procurement reconciliation.

5 investors

Freshflow provides an AI replenishment and demand-forecasting layer for fresh produce departments in grocery retail, using 120+ signals (weather, holidays, promotions, seasonality) to generate order proposals that account for actual saleable inventory. It sits on top of retailers' existing ERP/replenishment systems and serves independently operated stores such as EDEKA and Carrefour across Europe.

5 investors

Frontier is a drug discovery company developing small-molecule covalent drugs aimed at previously undruggable protein targets across the proteome. It uses a platform that maps druggable sites to generate a pipeline of novel therapeutic leads.

5 investors

fruitcore robotics develops industrial robots (the HORST series) and modular robotic cells with accompanying software for manufacturing automation tasks such as machine tending, pick & place, laser marking, quality testing, and gluing. It serves industrial manufacturers and vocational/technical schools, positioning its offering as a physical AI platform for production, based in Germany.

5 investors