Startups Directory

Fundamental builds Nexus, a Large Tabular Model (LTM) purpose-built for structured data analytics that delivers accurate predictions from raw tabular data with minimal configuration. Unlike traditional ML requiring months of preprocessing and data science work, Nexus learns complex feature interactions automatically, often through a single line of code. The company serves Fortune 100 enterprises using it for demand forecasting, price optimization, fraud detection, and customer churn prediction.

Collibra provides a unified Data Intelligence Cloud platform that combines data catalog, governance, lineage, quality, and privacy capabilities into a single source of truth for enterprise metadata. The platform helps large organizations break down data silos and establish clear data ownership and provenance across teams. Built on a graph-based repository, it enables businesses and technical teams to collaborate on data governance while supporting regulatory compliance and data product delivery. Collibra serves Fortune 500 companies like HSBC, Pfizer, and Shell that struggle with data chaos and the need for enterprise-wide data governance.

Replit is a cloud-based IDE that lets developers write, run, and deploy code directly in the browser, supporting 50+ programming languages. With its AI-powered Agent (v2), non-technical users can now build complete applications by describing them in natural language—a shift toward "vibe coding." The platform combines real-time collaboration, integrated hosting, and AI-assisted development into a single workspace, enabling both individual developers and enterprises to build software faster.

Axelera AI develops purpose-built hardware and software platforms that accelerate AI inference at the edge using proprietary digital in-memory computing (D-IMC) technology. Their flagship Metis™ AI Platform combines CPU and memory into a single chip, eliminating energy-intensive data movement between cloud and device, delivering 10x better energy efficiency than standard computing. The company serves industrial, defense, robotics, and retail customers who need low-latency, privacy-preserving AI processing on devices rather than cloud.

Abnormal Security is an AI-native email and cloud application security platform that uses behavioral anomaly detection and natural language processing to stop sophisticated Business Email Compromise (BEC) attacks and account takeovers. The platform deploys via API in minutes and ingests thousands of behavioral signals to block socially engineered, payloadless attacks that bypass traditional email filters. It protects over 3,200 organizations including 25%+ of Fortune 500 companies across email, Microsoft 365, Google Workspace, and 12+ SaaS applications including Salesforce, Workday, and Slack. What sets Abnormal apart is its AI-first approach that replaces legacy Secure Email Gateways with autonomous threat detection that learns legitimate business communication patterns.

Fireworks AI provides a unified inference and fine-tuning platform for open-source large language, vision, and multimodal models, eliminating the need for users to manage GPU infrastructure. The platform serves over 100 state-of-the-art models with 4x lower latency than competitors like vLLM and up to 12x faster inference than comparable engines. Built by former Meta and Google AI leaders, Fireworks enables developers and enterprises to deploy, customize, and scale AI models with enterprise-grade compliance and zero data retention by default.

Harness is an AI-powered DevOps platform that automates software deployment, testing, and verification across the development lifecycle. The platform uses machine learning to detect deployment anomalies, intelligently rollback failed releases, and manage progressive delivery strategies. Unlike generalist CI/CD tools, Harness specializes exclusively in continuous delivery and deployment decisions, providing deep optimization for complex deployment scenarios. It serves enterprise engineering teams looking to reduce manual deployment work and improve release reliability.

Hugging Face provides an open-source library and cloud platform for building machine learning applications, primarily focused on natural language processing. The platform offers pre-trained models, datasets, and deployment tools (Spaces, Inference Endpoints) hosted as Git repositories, eliminating barriers to ML development. By democratizing access to powerful transformer models that previously required specialized expertise and significant computing resources, Hugging Face has become the de facto hub for ML practitioners globally, with 50,000+ organizations using the platform.

Positron AI designs purpose-built FPGA-based hardware (Atlas) optimized for generative AI inference workloads, achieving 93% memory bandwidth utilization versus 10-30% in GPU systems while consuming less than a third of the power of Nvidia H100s. The company serves enterprises and cloud providers running transformer-based models at scale, from content moderation to token-as-a-service platforms. Their next-generation chip (Asimov/Titan) targets memory-intensive applications like video, trading, and multi-trillion parameter models with 6x more RAM than competing solutions.

Clari is a revenue orchestration platform that uses AI to unify data from 200+ customer-facing enterprise systems—including CRM, email, calendar, marketing automation, and conversations—to deliver predictive forecasting and revenue intelligence. It serves sales, marketing, and customer success teams at enterprise companies like Okta, Adobe, Workday, and Zoom, helping them achieve predictable revenue through AI-driven insights and automated workflows. The platform stands out by capturing time-series activity data across the entire revenue stack and applying continuous AI analysis to guide revenue leaders with forecasts, deal intelligence, and recommended actions.

H Company builds enterprise AI agents and agentic models capable of autonomously interfacing with software systems to automate complex workflows. The company's Holo3 family of models can understand and interact with any graphical user interface—web applications, desktop software, cloud platforms—to perform multi-step tasks like clicking, typing, and navigation. H's product suite includes Runner H (workflow automation API), Surfer H (web interface automation), and Tester H (automated software testing), claiming 92.2% success rates while reducing operational costs by up to 5.5x compared to OpenAI, Anthropic, and Google. Founded in 2023 by DeepMind veterans and backed by $220M from Eric Schmidt, Amazon, and tier-1 investors, H is positioned as Europe's leading agentic AI startup.

Multiverse Computing develops compressed AI models and quantum software that enables enterprises to run large language models 4x-12x faster with 50-80% lower inference costs. Using tensor network mathematics from quantum mechanics, their CompactifAI platform compresses LLMs by up to 95% with minimal precision loss, while their Singularity platform allows organizations to leverage quantum computing for optimization without specialized hardware. Serving over 100 global customers including Iberdrola, Bosch, and the Bank of Canada, they're positioned as Europe's largest quantum software company focused on practical, cost-effective AI and quantum solutions for manufacturing, finance, energy, and defense sectors.

AI21 Labs builds enterprise AI systems spanning consumer writing tools (Wordtune), developer APIs (Jurassic-1, Jamba), and AI orchestration platforms (Maestro). The company serves enterprises needing reliable, traceable AI for complex workflows, with particular strength in regulated industries like banking and healthcare. Their differentiation lies in efficient token economics (~30% cost advantage), open-weights models, and agentic orchestration that improves accuracy of leading LLMs like GPT-4o and Claude.

Tekion ARC is an AI-native, cloud-native automotive retail platform that unifies dealership management systems (DMS), CRM, service, payments, payroll, and analytics into a single intelligent system. Built from the ground up on cloud architecture rather than legacy on-premise systems, it replaces fragmented third-party software with one data core, enabling dealers to reduce process times by 25-35%. The platform powers over 2,500 dealership locations across North America and Europe, serving major manufacturers and dealer groups with integrated AI-driven insights and automation.

Automation Anywhere provides an enterprise agentic process automation platform that combines RPA, AI, and cognitive technologies to enable organizations to automate mission-critical business processes at scale. The platform deploys software bots that handle repetitive, rule-based tasks 24/7 with higher accuracy than humans, incorporating natural language processing, computer vision, and machine learning. It serves large enterprises across industries seeking to automate end-to-end workflows while maintaining security and compliance. The company is recognized as a Gartner Magic Quadrant Leader for RPA for the seventh consecutive year.

Paradox AI provides Olivia, a conversational AI assistant that automates candidate screening, interview scheduling, and follow-ups within existing ATS platforms. The platform integrates with systems like Workday and SAP SuccessFactors to engage candidates via mobile chat, reducing time-to-hire by 50% and increasing applicant conversion by 5x. Used by 500+ companies globally including Unilever, Nestle, and McDonald's, Paradox eliminates manual recruiting work at scale.

Imbue builds foundation models optimized for reasoning to power robust AI agents that can code, understand goals, and work autonomously. The company takes a full-stack approach—training custom large language models (>100B parameters), developing agentic systems, and building infrastructure—rather than relying on third-party models. With $232M in funding and a $150M Dell partnership for a dedicated 10,000 H100 GPU cluster, Imbue is positioning itself as an independent player in AI agent development, not competing directly with foundation model companies but complementing the broader AI ecosystem.

Dataiku is a centralized AI and data analytics platform that enables organizations to develop, deploy, and manage machine learning models and AI applications at scale. It serves enterprise teams across data science, analytics, and AI governance with tools for data preparation, model building, and responsible AI deployment. The platform bridges the gap between data experts and business users, providing a controlled environment for analytics and AI without requiring deep technical expertise. Customers like Unilever, Morgan Stanley, and J&J use it for use cases ranging from predictive maintenance to supply chain optimization.

Harvey is an application-layer AI platform built by legal practitioners that streamlines contract analysis, legal research, document review, and complex multi-step workflows for law firms and corporate legal teams. Unlike general-purpose AI tools, Harvey is trained on domain-specific legal data and embeds awareness of professional responsibility standards. The platform combines conversational AI, legal research capabilities, secure document management, and a no-code Workflow Builder that lets teams encode proprietary expertise into reusable processes. Clients like A&O Shearman report 2–3 hours saved per week on routine tasks and 30% faster contract review cycles.

Lovable is an AI-powered full-stack application development platform that transforms natural-language descriptions into production-ready source code with React frontends and Supabase backends. It generates real, editable code rather than visual blocks, enabling both technical and non-technical builders to create fully functional applications with high-quality UI design. The platform differentiates itself through code ownership (users can export to GitHub), superior design aesthetics compared to competitors, and remarkably fast growth—reaching $200M ARR and a $6.6B valuation within two years of launch.

Hai Robotics develops Automated Case-handling Mobile Robots (ACRs) and modular ASRS systems that intelligently bring totes and cartons to workstations rather than moving entire racks. The company's HaiPick family of solutions enables warehouses to achieve 99%+ pick accuracy, 4x efficiency gains, and 75% footprint reduction through vertical storage up to 12 meters. With 2,000+ robots deployed across 200+ projects in 20+ countries, Hai Robotics holds 90% market share in the ACR robot category and has established itself as the category pioneer.

Upscale AI develops high-performance AI networking infrastructure combining custom silicon (SkyHammer ASICs), systems, and software to enable ultra-low-latency connections between GPUs, AI accelerators, and storage in large-scale AI clusters. The company competes directly with Nvidia's NVSwitch by building open-standards networking solutions designed for hyperscalers and AI infrastructure operators seeking scalable alternatives to proprietary architectures. Founded by serial entrepreneurs from Palo Alto Networks, Innovium, and Cavium, Upscale is backed by $300M+ in funding and positioning open standards as superior to closed ecosystems for AI infrastructure.

n8n is a workflow automation platform that combines visual no-code building with code-based customization, designed for technical teams. It supports 500+ integrations, self-hosting, and native AI agent capabilities with memory, evaluations, and multi-agent orchestration. Unlike purely visual tools like Zapier, n8n includes a built-in VS Code-style code editor for JavaScript and Python, enabling complex, multi-step automations. The platform powers mission-critical workflows for 3,000+ enterprises globally.

AppZen is an AI-powered autonomous spend-to-pay platform that automates manual financial processes across expense management, accounts payable, and corporate card monitoring. The platform uses finance-tuned large language models trained on 10+ years of transaction data to audit, approve, and flag policy violations with 95%+ accuracy. It serves enterprise finance teams at 500+ global companies including 65 Fortune 500 firms, delivering $2B+ in documented savings by automating 50%+ of manual work without additional headcount.

Quantexa is a Decision Intelligence platform that connects siloed internal and external data sources to create contextualized views of people, organizations, and events using AI and machine learning. The platform delivers 90% more accuracy and 60x faster model resolution than traditional approaches through proprietary entity resolution and contextual scoring technology. It serves enterprise organizations across financial services, telecommunications, and public sector to automate compliance, detect fraud, and unify customer views without requiring legacy system replacement.

Distyl AI is an AI-native transformation consultant that converts business processes and SOPs into auditable AI workflows using its proprietary Distillery platform. It combines software subscriptions with high-touch professional services, deploying embedded engineering teams directly with Fortune 500 clients to implement enterprise-scale AI systems. The company operates as a premium consulting partner rather than a standalone SaaS vendor, bundling platform access with multi-year, outcome-based contracts worth tens of millions of dollars.

Bloomreach is an AI-powered commerce platform that unifies real-time customer and product data to personalize ecommerce experiences across all digital touchpoints. The platform combines intelligent search and merchandising, a headless CMS, customer data capabilities, and marketing automation—all powered by Loomi AI. It serves 1,400+ global brands including American Eagle, Pandora, and Albertsons, enabling them to deliver hyper-personalized shopping experiences that drive measurable conversion and revenue lifts.

Tomorrow.io is a weather intelligence platform that delivers hyperlocal, real-time forecasts and actionable atmospheric insights powered by proprietary satellite data, IoT networks, and AI models. The company serves enterprises across aviation, energy, logistics, and sports that need to mitigate weather-related operational risks and capitalize on opportunities. Tomorrow.io differentiates itself as a software-first company with its own weather models running at ultra-high resolution, rather than a traditional earth observation company selling raw data. The platform includes Gale, a generative AI assistant that synthesizes complex weather data into personalized recommendations.

Sierra builds an Agent OS platform that deploys conversational AI agents across voice, chat, and other channels to handle customer service, sales, and engagement workflows. The platform goes beyond basic chatbots—agents access company data, take actions across enterprise systems like CRM and billing, and maintain context across customer interactions over time. Sierra serves Fortune 50 enterprises and leading brands including Prudential, Cigna, SoFi, and Brex, with agents processing thousands of customer conversations monthly. The company has achieved unprecedented growth, reaching $150M ARR in eight quarters and serving over 40% of the Fortune 50.

9fin is an AI-native intelligence platform that transforms complex financial data into structured, decision-ready insights for debt market professionals. It combines proprietary data from the world's largest team of private credit journalists with AI-powered workflows and human oversight to help credit teams identify deals, analyze risk, and monitor global debt markets in minutes instead of weeks. The platform serves over 300 leading banks, asset managers, law firms, and advisory firms globally, positioning itself as a modern alternative to legacy systems like Bloomberg and FactSet with a focus on debt markets and AI automation.

Zappi is an AI-powered consumer insights platform that helps enterprise brands test and optimize advertising creative and product innovation in hours instead of weeks. The platform automates traditionally manual market research through pre-built methodologies and compares concepts against 1.2 billion historical data points to predict in-market success. Used by 350+ global brands including PepsiCo and McDonald's, Zappi delivers quantitative consumer feedback within 48-72 hours, enabling faster, data-driven decision-making across marketing and product development.

Dialpad is an AI-powered cloud communications platform combining unified business phone systems, video meetings, contact center capabilities, and sales tools with real-time transcription and sentiment analysis. Founded by Google Voice veterans, it serves over 7,000 customers including Netflix, T-Mobile, and Uber with $200M+ ARR. The platform uses proprietary Voice Intelligence (VI) technology to transform raw conversations into actionable insights through speech recognition, NLP, and machine learning.

DataBahn.ai is an AI-powered data pipeline and fabric platform that enables enterprises to securely collect, enrich, orchestrate, and optimize telemetry across security, application, observability, and IoT/OT systems. The platform solves critical challenges in SOCs by automating the identification and filtering of redundant, duplicated, or noisy security telemetry—over 80% of which may be unnecessary—reducing SIEM costs by up to 50% while maintaining incident detection coverage. With 500+ integrations and AI agents like Cruz (which detects schema drift) and the newly launched AIDI (Autonomous In-Stream Data Intelligence), DataBahn processes data in transit rather than after delivery, ensuring it arrives normalized, classified, and ready for use.

Zoovu is an AI-powered product discovery and guided selling platform that transforms messy product data into semantically enriched information powering conversational buying experiences. It serves enterprise retailers and brands across e-commerce, B2B, and complex product categories by replacing generic keyword search with intelligent question-based navigation. The platform integrates search, guided selling, product configuration, and bundling from a single system, enabling customers to discover products through natural language interactions rather than static product listings. Zoovu's differentiation lies in its unified approach and advisor-model questioning sequences that match how buyers naturally navigate complex product categories.

Signal AI is an enterprise AI platform that monitors and analyzes over 2 billion data points from traditional and social media across 226 markets and 120+ languages to identify external risks and opportunities in real-time. The platform combines discriminative and generative AI to surface relevant signals from noise, replacing traditional Boolean keyword-based monitoring with AI-powered accuracy. It serves Fortune 500 companies across compliance, reputation management, and risk intelligence use cases, with notable customers including Bank of America, Google, HSBC, Deloitte, and EY.

Xelix is an AI-powered accounts payable intelligence platform that bolts onto existing ERP and AP systems to enhance financial controls and prevent fraud. Unlike traditional AP automation vendors, Xelix focuses on assurance, overpayment detection, and vendor statement reconciliation using proprietary AI models trained on seven years of data. The platform processes $200B+ in annual invoice flow, reviewing 500+ data points per invoice to identify threats and errors in real-time, and has achieved a 98% customer retention rate.

Lightmatter develops photonic processors and interconnects that dramatically reduce energy consumption and latency in AI computing by replacing electrical connections with optical ones. The company's Envise chip combines traditional electronics with integrated photonic elements for AI acceleration, while its Passage interconnect technology enables data to move 100x faster between chips. They serve hyperscale cloud providers and AI data center operators, addressing the critical bottleneck of data movement energy consumption in modern AI workloads.

Camino Financial is an AI-powered community lending platform providing affordable business loans to credit-invisible, cash-heavy small businesses that don't qualify for traditional bank financing. Using proprietary CaminoScore technology and community partnerships, they offer loans with monthly payments 40% lower than alternative products. The platform serves primarily minority-owned and first-time borrowers, having funded over $350 million across 12,000+ businesses as of December 2023.

Kore.ai is an enterprise conversational and agentic AI platform that enables organizations to build, deploy, and operate AI agents for customer service, employee support, and business process automation. The platform combines conversational AI, generative LLMs, RAG, and workflow orchestration to create intelligent virtual assistants that integrate with existing enterprise systems like Salesforce, NICE, and Genesys. Trusted by Global 2000 companies including PNC, AT&T, Cigna, and Coca-Cola, Kore.ai delivers significant ROI through automation—with customers reporting 30-80% reductions in agent workload and inquiry resolution times.

Icertis is an enterprise contract lifecycle management (CLM) platform that transforms static contracts into strategic business tools through automation, AI, and intelligent data extraction. The platform streamlines the entire contracting process—from creation and negotiation to compliance and renewal—for large enterprises seeking to reduce risk, improve compliance, and unlock commercial savings. Vera, Icertis's AI component trained on millions of real contracts, provides domain-specific intelligence for industries and regulations. The company serves 33% of Fortune 100 companies and has achieved $5B unicorn valuation with $606M in total funding.

Vanta is an agentic trust platform that automates compliance and security monitoring by performing 1,200+ control checks hourly across 35+ global frameworks. It replaces manual, point-in-time compliance processes with continuous monitoring and AI-powered automation that reduces audit completion times by 50%. The platform integrates with 300+ systems to collect evidence automatically and power real-time risk detection, enabling organizations to maintain compliance at scale without manual overhead.

Sublime Security is an AI-powered email security platform that deploys autonomous agents to detect, triage, and stop targeted email attacks in real time. Built on Message Query Language (MQL), a domain-specific language for email behavior detection, it enables security teams to write and deploy custom defenses without MX record changes across Microsoft 365 or Google Workspace. The platform combines transparency and flexibility with autonomous threat investigation, reducing manual review work by 62% while catching significantly more threats than traditional blackbox solutions.

Glean is an AI-powered enterprise search and workplace assistant that builds a knowledge graph of an organization's internal data, people, and interactions to generate highly personalized, permissions-aware answers. Unlike general-purpose AI tools, Glean understands company context and combines it with large language models to solve real business problems. The platform has evolved from enterprise search to a general-purpose work assistant with an agent platform for automating workplace tasks. It serves enterprise organizations looking to unlock knowledge trapped across dispersed data sources.

FLYR Labs is an AI-powered Revenue Operating System that helps airlines and hospitality companies maximize revenue through intelligent pricing, demand forecasting, and capacity management. The platform ingests booking data, accounting data, searches, capacity, weather, and promotions to predict demand and optimize pricing across all revenue streams. FLYR operates on a gain-share model, charging only when customers achieve incremental revenue above their baseline, reducing implementation risk.

Goodfire is an AI interpretability platform that enables researchers and engineers to understand and control the internal mechanisms of large language models like Llama 3.3 70B. The company offers Ember, a hosted API for mechanistic interpretability research that lets users shape model behavior by directly controlling internal features, and Silico, a tool for adjusting model parameters during training. By reverse-engineering foundation models through Sparse Auto Encoders, Goodfire has demonstrated real-world impact—reducing hallucinations by 58% at ~90x lower cost than traditional methods—making it the first commercial product in the mechanistic interpretability space.

LMArena is a crowdsourced AI evaluation platform where users compare anonymous model responses through blind pairwise voting, generating a public leaderboard ranked by human preference rather than static benchmarks. The platform serves AI labs, enterprises, and developers seeking production-ready model evaluations across domains including law and medicine. Its commercial AI Evaluations service generates $30M+ annualized run rate by providing enterprises access to community feedback data for model improvement. The platform has become the most-cited 'real user preference' leaderboard in AI, with 5M+ monthly users generating 60M+ conversations monthly.

Legora is an AI-powered legal workspace that automates complex legal workflows including contract review, due diligence, document drafting, and legal research. Built with agentic AI that reasons through multi-step legal tasks, it integrates deeply into Microsoft Word and document management systems like iManage and SharePoint. The platform enables lawyers to work with AI as a co-counsel, leveraging features like Tabular Review for mass contract analysis, Research for precedent discovery, and Workflows for playbook-driven automation. Legora reduces manual document handling and accelerates legal delivery without sacrificing accuracy or oversight.

Anaconda provides a secure, governed platform for open-source Python package management and AI development across the entire lifecycle. The company offers Conda, a dependency and environment manager that ensures reproducibility and compatibility across platforms, solving critical challenges with unvetted packages, dependency conflicts, and security gaps. Trusted by 95% of Fortune 500 companies and 50 million users globally, Anaconda enables enterprises to build and deploy AI systems reliably while maintaining governance and compliance.

Inferact commercializes vLLM, the world's most popular open-source LLM inference engine, delivering 2-4× throughput improvements over competing systems. Built by the original vLLM creators from UC Berkeley, Inferact serves enterprises and AI companies seeking to deploy frontier models at scale without proprietary lock-in. The company owns the roadmap of a widely-adopted community project with 2,000+ contributors while maintaining a lean 14-person team.

PaleBlueDot AI operates a dual-model platform connecting AI startups and enterprises with GPU compute capacity through a real-time marketplace and custom cluster design services. The company aggregates spare GPU capacity from third-party providers and designs large-scale clusters deployed in data centers like Digital Reality Trust and Equinix. With over 80 global clusters, it serves customers across Japan, South Korea, Singapore, and Southeast Asia—including RedNote (Xiaohongshu)—positioning itself as a cost-efficient alternative to hyperscalers for AI workloads.