Machine Learning Startups

Swayable provides a platform that measures and predicts consumer opinion and the impact of content, helping brands and advocacy groups test how messaging changes minds, behaviors, and attitudes. It serves major brands and advocacy organizations.

3 investors

Traverse produces training data for frontier AI models to develop judgment and reasoning in ambiguous, non-deterministic tasks like law, healthcare, and strategic decision-making. The company partners with AI labs to capture real expert reasoning patterns that enable models to perform complex white-collar work at superhuman levels.

3 investors

Typeless makes an AI voice dictation app that converts spoken words into polished text for messaging, writing, and working with AI tools. The company describes itself as a "voice OS" business focused on voice-first interaction as an alternative to keyboard typing.

3 investors

Zumo Labs creates synthetic training datasets for computer vision applications including autonomous vehicles, robotics, and security systems, offering an alternative to manual data collection and labeling.

3 investors

Amulet builds shared storage infrastructure for AI agents to save, retrieve, and collaborate on files. The platform serves as a centralized file system purpose-built for agent-to-agent and agent-to-human workflows.

2 investors

Anglera transforms unstructured product data into complete, AI-ready catalogs for ecommerce and B2B platforms. The company automates data enrichment, cleaning, and schema mapping from multiple sources including supplier feeds, spec sheets, and images.

2 investors

AXDRAFT provides software that helps corporations draft, negotiate, and approve legal documents by turning copy-and-paste drafting into a guided Q&A process. The platform integrates data from public registers and internal databases and offers data validation, e-signatures, access control, and document tracking for corporate legal teams.

2 investors

Bandit ML develops machine learning software for online retailers to improve business operations and decision-making.

2 investors

BitPatrol provides real-time secret detection and credential scanning for developer codebases using machine learning. The platform integrates into CI/CD pipelines to identify and alert on exposed secrets, tokens, and keys for software development teams.

2 investors

Boundary develops BAML, a programming language designed for building AI agents and integrating large language models into applications. The language includes native testing and observability tools for structured LLM outputs, tool calling, and parallel LLM execution, and can be used alongside other programming languages to standardize AI component development.

2 investors

Brickanta develops an agentic operating system for construction companies and builders. The platform applies AI agents to automate and optimize workflows in the built environment sector.

2 investors

Cairns Health builds a voice-based conversational AI care companion for people with chronic health conditions and their caregivers, providing medication reminders, symptom checks, behavioral nudges, and companionship. It pairs this with a radar-equipped device that passively monitors heart rate, breathing rate, and sleep stages without a wearable to enable timely clinical intervention.

2 investors

Catamaran is a risk decision platform that helps corporates, brokers, insurers and investors analyze and transfer complex risks using data extraction, AI analysis, and structured risk transfer. The platform serves the insurance and risk management industry by consolidating insurance data, modeling risk scenarios, and connecting clients with capital providers.

2 investors

Coasty provides AI agents that automate healthcare revenue cycle tasks like eligibility verification, prior authorization, claim submission, and denial management by performing repetitive work across EHRs, practice management systems, and payer portals through screen interaction. The platform is designed for healthcare billing teams and operates within customer environments with full audit trails and approval gates for payer-facing submissions.

2 investors

CombineHealth AI builds AI agents that automate complex workflows across the healthcare revenue cycle, helping healthcare providers reduce manual work, improve collections, and accelerate cash flow.

2 investors

Delfino provides an AI-powered platform that automates calls to insurance payors to retrieve eligibility verification, prior authorization checks, and claim status information for healthcare providers and patients. The platform uses conversational AI to navigate phone systems and interact with live representatives.

2 investors

Fintelite provides AI-powered document processing that extracts, classifies, and analyzes data from invoices, bank statements, and forms for businesses in finance, insurance, and other document-heavy industries. The platform also offers fraud detection capabilities to identify forged or tampered documents.

2 investors

Headstart applies machine learning to help employers screen and identify well-suited job candidates based on personality, behaviours, strengths and motivations rather than experience or qualifications alone. It offers recruiting software that lets job seekers apply via a reusable 15-minute form while helping companies match candidates to specific job requirements and culture.

2 investors

HypaHub developed a data and AI platform for multiomic analysis to support biomarker discovery and drug development in biotechnology and life sciences. The platform has been acquired by GaudiBio and is now part of their offerings.

2 investors

HyperGlue provides machine learning analysis of large text datasets, allowing product teams and operators to identify patterns in customer feedback and other text-based data without requiring in-house AI engineering expertise.

2 investors

Lamin provides a lineage-native lakehouse platform for biological R&D that enables scientists to query, trace, and validate complex biological datasets across academia, biotech, and pharma. The platform integrates data versioning and cataloging capabilities to close the feedback loop between experimental results and machine learning models.

2 investors

LiftIgniter provides machine learning personalization software that helps publishers and retailers select and display the most relevant content, video, articles, or products to users in real time across their websites and mobile apps. The system automatically learns and updates to match users and content without manual tagging, targeting improvements in click-through, engagement, and conversion.

2 investors

Lyon trains a foundation model from scratch on a company's own customer event data, producing per-customer embeddings that power downstream predictions such as churn, credit risk, fraud, collections, income, and cross-sell. The model runs inside the customer's own cloud (AWS, GCP, or Azure) with the customer owning the weights and keeping data isolated.

2 investors

MTailor offers an iPhone and iPad app that measures a user's body dimensions in under 30 seconds to produce custom-fit, tailor-made shirts delivered to the customer. It serves men seeking custom apparel in the e-commerce space.

2 investors