AI & Machine Learning Startups

Umi is a language-learning app that teaches Japanese, Korean, Spanish, French, German, and English using short TV and movie clips, combining video, audio, and text to build vocabulary and train listening comprehension of native speakers. It uses spaced repetition and speaking practice to help learners develop real listening and conversation skills.

1 investor

UMS Vision AI is an AI-powered automation platform that reads, interprets, and validates structured and unstructured documents, converting them into usable data that integrates with existing TMS, ERP, financial, CRM, and legacy systems. It serves document-intensive sectors including logistics, finance, insurance, legal/compliance, manufacturing, retail, and the public sector.

1 investor

Unabyss builds an AI memory layer that connects to each team member's existing work tools (Gmail, Drive, Slack, Notion, CRM, etc.) and makes that context available to the AI agents they use, while respecting existing access permissions and keeping each person's memory separate and private.

1 investor

Unbane provides a voice-based field reporting system for the construction industry, letting onsite crews complete daily reports, safety observations, and inspections over a guided phone call instead of apps or forms. It converts these AI-guided calls into structured records that file into a company's existing systems, serving superintendents, foremen, and field operations leaders.

1 investor

Unboxers runs a combined online-offline private tutoring model, building technology-driven cram schools (academies) that automate instruction and student management to cut labor costs and raise operating margins. It operates its own high school math academy in Cheonan, South Korea, as a testbed and aims to expand via direct-run branches, franchises, and program supply across the country's private education market.

1 investor

Uncharted AI builds a full-stack mineral exploration platform that combines legged robots, fused sensing (LiDAR, hyperspectral, magnetometry, and custom geophysical sensors), and AI models to produce interactive 3D subsurface models without drilling. It targets critical mineral exploration in difficult terrains, aiming to lower cost and improve success rates for the mining and exploration industry.

1 investor

Uncia offers an AI-native lending platform covering loan origination, loan management, and supply chain finance, with self-serve tools that let lenders change credit rules and launch products without IT support. It targets modern financial institutions and lenders seeking faster technology execution.

1 investor

UNCOVER TRUTH supports companies that provide content and information by offering consulting and data analysis services to drive business growth. The company operates teams of directors, analysts, and sales professionals who work on client projects focused on user behavior insights and strategic solutions.

1 investor

Uncut Gems is a page by an investor featuring several early-stage portfolio founders and their companies, including a stealth AI robotics lab, Tofu (identity and fraud detection for recruiting), and Totalis (a derivatives layer for prediction markets). It highlights the founders' backgrounds and what each venture is building rather than describing a single operating company.

1 investor

Undeniable Health builds AI agents that handle the medical revenue cycle end to end—from charge capture and claim submission through denials, resubmissions, and payment posting—with human oversight. It is offered as a managed service for healthcare billing companies and the providers they serve, aiming to recover more revenue without adding staff.

1 investor

Underflow builds Aurora, an AI agent that reads incoming insurance submission emails, extracts data from ACORD forms, identifies missing information, and follows up with brokers automatically to produce quote-ready submissions. It serves insurance underwriting teams, working directly from their existing email setup without a new portal or migration.

1 investor

Underline provides a conference platform and digital video library for scientific, academic, and medical events. The platform combines event management and production tools (Underline Events) with a searchable scholarly video repository (Underline Digital Video Library) to help organizations organize conferences and preserve research presentations with metadata, transcripts, and citation support.

1 investor

Undertone was a digital advertising company offering high-impact ad formats and cross-screen creative campaigns for brands and agencies. Acquired by Perion in 2015.

1 investor

Unephra develops physiology-based personalized health monitoring technology using sensor hardware and artificial intelligence to enable continuous health tracking and insights. The company serves patients and healthcare providers seeking advanced monitoring solutions in the digital health and medical device space.

1 investor

Unfairly offers an AI product designed to bring entire teams — not just technical builders — into using AI tools for their work, positioning itself as a way to give teams an edge. The page describes AI assistants that learn how a team works, including support for growth functions.

1 investor

Unfrauded offers an AI-powered tool for insurance fraud detection that scores claims using a system based on more than 60 fraud indicators. It serves the insurance industry.

1 investor

Unicorn VR World builds a virtual reality platform used in therapy, rehabilitation, and treatment of neurodevelopmental conditions, including support for children on the autism spectrum. It serves therapists and specialists and has built a community of over 400 VR therapists.

1 investor

Uniex is an educational platform that helps students discover and enroll in academic programs globally. The platform provides comprehensive information, content, and guidance to assist students in making informed decisions about their educational futures.

1 investor

UnifAI is a DeFi automation platform that wraps over 100 crypto protocols into composable tools, letting users build, share, and run trading strategies without coding. It provides a distributed execution layer with real-time monitoring, automated execution, and prebuilt agents for strategies such as delta-neutral positions and prediction markets.

1 investor

Unified Track helps school districts recover attendance-based funding by automating intervention workflows tied to student absences. The platform integrates with student information systems to identify recoverable ADA (Average Daily Attendance) revenue while supporting counselors with research-aligned intervention plans.

1 investor

Unified Vision provides an AI-based platform that helps healthcare providers launch, grow, and manage their practices, with the aim of improving provider efficiency and patient-centered care across medical specialties.

1 investor

Unified Growth Partners helps eligible consumers secure health insurance and related products through a tech-enabled platform that connects consumers, agents, payors, and providers. The company operates three interconnected businesses: Medicare Champion for direct-to-consumer sales, Coverage Champions as a national FMO agent network, and UnifiedYield as its proprietary technology suite.

1 investor

Unifii provides custom low-code solutions for digitizing paper and spreadsheet-based business processes, with capabilities for workflow automation, system integration, and mobile-first interfaces designed for operational teams.

1 investor

Unifyed offers StudentX, an AI-powered platform for higher education that provides a mobile-first campus engagement app, student lifecycle management (admissions through alumni, including records, advising, financials, and financial aid), and an education-focused integration/iPaaS tool with no-code connectors and workflow automation. It serves colleges and universities, integrating with their SIS, LMS, and SSO systems.

1 investor