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Startup Intelligence Database
Discover what the world's best startups are building before it's announced publicly.
Data Extraction
Model Evaluation
Personalization
Fraud and Risk Scoring
Anomaly Detection
Ramp
AI-powered spend management platform combining cards, AP, procurement, and travel.
Ramp turns finance operations into a data layer where AI agents actively cut customer spend, flipping the SaaS incentive model from usage to savings.
Computer Vision
Speech AI
Model Evaluation
Prediction
Personalization
Roblox
Immersive UGC platform where users create, play, and monetize 3D social experiences.
A structural lead in UGC gaming combined with a creator economy paying out $1B+ annually and AI tooling that compresses developer production cycles by roughly 35%.
Computer Vision
Speech AI
Model Evaluation
Optimization
Personalization
Discord
Real-time voice, video, and text chat platform built around persistent community servers.
The deepest engagement metrics in consumer social (94 minutes per day) combined with a pre-IPO path and untapped advertising plus developer monetization surface area.
Data Extraction
Model Evaluation
Natural Language Processing
Harvey AI
Generative AI platform automating legal workflows for law firms and in-house counsel
A category-defining wedge into a $1T legal services market with deep enterprise penetration, OpenAI alignment, and workflow lock-in that incumbents cannot easily replicate.
Computer Vision
Speech AI
Model Evaluation
Prediction
Optimization
ElevenLabs
Building human-like AI voices that speak, clone, dub, and converse in 70+ languages
Having established defensible voice quality and market share through its API, ElevenLabs is now becoming a multimodal generation platform with an enterprise go-to-market engine.
Computer Vision
Model Evaluation
Simulation
Personalization
Synthetic Data
Wayve
End-to-end deep learning software for autonomous driving, licensed to OEMs and fleets
OEM-licensable embodied AI with real production wins positions Wayve as the neutral AV software layer while Tesla and Waymo stay vertically integrated.
Speech AI
Model Evaluation
Natural Language Processing
Abridge
Ambient AI that turns clinician-patient conversations into billable EHR notes.
Deep Epic integration combined with clinician-founder credibility has made Abridge the default ambient scribe for elite US health systems, which is the wedge into the broader clinical AI stack.
Optimization
Natural Language Processing
Etched
Transformer-only ASIC and inference supercomputer stack positioned against Nvidia B200.
If transformers remain dominant, hardwiring the graph into silicon plus owning the pod and rack layer gives Etched a cost-per-token edge NVIDIA cannot match without abandoning generality.
Computer Vision
Simulation
Multimodal AI
Natural Language Processing
World Labs
Generates navigable 3D worlds from text and images using large world models.
The founders invented ImageNet and NeRF, giving them training data and architecture intuition in 3D generation that well-funded competitors have to rediscover from scratch.
Model Evaluation
Workflow Agent
Natural Language Processing
Decagon
AI agents that autonomously handle enterprise customer support across chat, email, voice, and SMS.
Agentic AI for customer support is one of the few GenAI categories with clean ROI math, and Decagon has locked in the blue-chip logo sweep that compounds into category default status.
Optimization
Personalization
Recommendation Systems
Workflow Agent
Natural Language Processing
Humans&
Build a foundation model that maps social dynamics and long-horizon multi-user collaboration.
$480M at seed buys the only team merging social cognition research with frontier model training before the market prices that combination in.
Prediction
Optimization
Personalization
Fraud and Risk Scoring
Recommendation Systems
Bilt Rewards
Loyalty program letting renters earn points on rent payments redeemable for travel and more
Bilt turned rent, the largest recurring consumer expense, into a loyalty rail, which generates network effects across landlords, card issuers, and merchants that no points incumbent had ever bridged.
Computer Vision
Model Evaluation
Simulation
Synthetic Data
Multimodal AI
Waabi
AI-first autonomy stack for driverless trucks and robotaxis, validated in generative simulation.
Simulation-first development with generative world models lets Waabi validate safety without the fleet burn that bankrupted earlier AV companies, arriving at driverless launch with less capital consumed.
Model Evaluation
Workflow Agent
Natural Language Processing
Manus
Autonomous AI agent platform that executes multi-step business workflows end-to-end
A model-agnostic orchestration layer with real browser and shell execution captured viral enterprise demand faster than any US agent startup, a thesis validated by Meta's $2B acquisition.