AI & Machine Learning Startups

Infra.new was a platform for building and deploying infrastructure, shut down in June 2026. Its creators, LaunchFlow, are now pivoting to a shared workspace for internal tools and agents targeting government teams.

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InfraHub collects road network data using 360-degree cameras (or customer-supplied images) and applies AI models to identify pavement distresses and road assets, generating inventories delivered via a web application and exportable to GIS software. It serves state departments of transportation, cities, counties, and transportation consultants for road asset management and maintenance planning.

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InfraLytiks applies machine learning and AI to analyze and visualize multi-spectral and multi-dimensional data from multiple sources. The company provides custom data processing and analysis approaches for complex datasets.

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Infranergy provides integrated clean energy and infrastructure solutions—including utility-scale solar and battery systems, AI datacenter power, and AI-powered virtual power plant software (SolbloX)—for government agencies, utilities, hyperscale data centers, investment funds, and commercial clients. As a certified U.S. federal contractor, it also offers power-as-a-service agreements, energy efficiency upgrades, and grid services.

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InfrasAI provides AI agents that automate manual workflows in insurance and other enterprises, handling data extraction, interpretation, rules mapping, and QA testing across legacy and modern systems.

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Infrastack is a company backed by founders, operators, and investors; the page provides only backing information and does not describe a specific product or service.

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Infrawatch is building an internet-scale intelligence platform that scans and classifies internet infrastructure in real time to identify the hosts behind cyberattacks, fraud, scams, and online abuse. It offers signature-based detection, provider-level attribution for VPNs and proxies, and behavioural context for security and anti-fraud teams across sectors like fintech, social, and e-commerce.

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InfrOS provides infrastructure management and cloud architecture services that simplify complexity for enterprises by handling planning, deployment, operations, and retirement of cloud environments while optimizing costs and preventing vendor lock-in.

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Ingenum is a veterinary data science company that applies artificial intelligence and epidemiological expertise to surveillance and disease detection in agriculture and biosecurity. The company serves agricultural businesses and biosecurity organizations in New Zealand.

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IngredientAI is an AI product-development platform that generates supplement formula concepts from natural-language descriptions, helps extract substantiated claims from research, finds and manages suppliers, and provides regulatory review and cost modeling. It serves supplement brands and their development, marketing, regulatory, and finance teams.

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Ingrid builds physical infrastructure combined with an AI-driven software platform that optimises and trades battery energy storage and renewable assets across electricity markets, helping ease grid bottlenecks and balance supply and demand. It serves grid operators, energy producers, and asset owners across Europe as part of the energy transition.

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INGU develops an inline pipeline inspection system using a small free-floating multi-sensor device combined with AI-based data analytics and a GIS pipeline viewer to detect leaks, deposits, and wall condition changes. The technology serves pipeline operators, allowing inspection across pipelines of any diameter or material while they remain in operation.

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Inhabitr offers integrated procurement, design, warehousing, installation, and delivery services for commercial spaces, using AI to enable global sourcing with localized expertise.

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InHandPlus develops a wrist-worn camera and IMU device embedded in a watch to capture hand and activity data. The company operates two businesses: a healthcare platform deployed with Korean hospitals and welfare centers, and licensed physical AI datasets for robotics teams training dexterous hand manipulation.

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Inherent develops general-purpose AI agents designed to augment scientific research and discovery across disciplines. The company builds AI systems that operate within redesigned R&D organizations to accelerate innovation through human-machine collaboration rather than automation.

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Inheritance develops deep learning systems that convert raw video into structured behavioral data for training robots and world models. The company enables robotics to scale by making video machine-readable so that robots can learn from visual data at scale, similar to how language models learn from text.

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Inhouse Ventures runs an online marketplace that matches Australian startup founders with investors, VCs, and industry leaders to support building, scaling, and fundraising. It also offers FounderAI, a tool for practicing investor pitches built from interviews with founders and investors.

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RDi Evolve (formerly Inicio) develops digital healthcare solutions including AI/ML for clinical applications, intelligent automation, and diagnostics tools designed for healthcare systems and providers. The company specializes in interoperability platforms, EHR enhancements, and automation to improve clinical workflows and patient outcomes.

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Inimmune is a clinical-stage biotech company developing immunotherapies for allergy, cancer, infectious, and autoimmune diseases. The company combines immunology and vaccine expertise to advance its clinical and pre-clinical pipeline.

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iniVation develops neuromorphic vision technology for high-performance, low-power imaging systems serving both consumer and industrial applications.

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Inka offers an AI-powered Inka Insurance Report (IIR) that analyzes a user's profile against a database of insurance products to generate personalized, unbiased health and term insurance recommendations, along with Vaani, a conversational AI assistant available around the clock. The service targets individual consumers seeking guidance on their insurance needs, with references to Indian income profiles and pin codes.

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Inkle offers a service to dissolve US business entities, handling final state and federal tax returns, EIN closure with the IRS, board resolutions, and state withdrawals. It combines CPA expertise with software workflows to help companies wind down in compliance with state and federal requirements.

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