System status
System status is unavailable.
We could not reach the canonical collection status. No public event timestamp is available.
Markets
6 markets are in the live catalog, 10 are developing, and the rest are labeled coming soon. Those labels are catalog status, not a claim that collection is running.
This coverage is stale.
Last updated May 6, 2026 (about 4 months ago).
Coverage status
Catalog classification for the live set. This is not a claim that collection is running right now.
AI-assisted software development — copilots, AI-native IDEs, autonomous coding agents, and prompt-first app builders. Examples: Cursor, GitHub Copilot, Cognition (Devin), Bolt, Lovable, v0, Windsurf, Poolside.
The frontier AI research labs and foundation model providers — the model layer everything else is built on. Examples: OpenAI, Anthropic, Google DeepMind, Meta, xAI, DeepSeek, Mistral, Cohere, Moonshot AI.
No-code and low-code platforms for building AI agent workflows, plus enterprise automation platforms adding AI agents. Buyer is a business operator or IT leader, not an engineer. Examples: Lindy, n8n, Make, Zapier, Relevance AI, UiPath, ServiceNow, Salesforce Agentforce, Microsoft Copilot Studio, Cognigy. Does NOT include: coding agents, agent frameworks/SDKs, or vertical AI tools (e.g. legal AI, healthcare AI) — those live in their own markets.
Cloud providers, GPU cloud, serverless compute, and edge runtime platforms. Examples: AWS, GCP, Azure, CoreWeave, Lambda Labs, Vercel, Cloudflare Workers.
Continuous integration, deployment pipelines, and infrastructure as code
Application performance monitoring, logging, distributed tracing, error tracking, and incident management. Examples: Datadog, Sentry, New Relic, Hotfix.
Coverage status
These markets are visible while their editorial coverage develops.
Orchestration frameworks, MCP ecosystem tools, agent-to-agent (A2A) protocols, agent memory/state stores, and multi-agent coordination infrastructure. The build-and-connect stack for engineers assembling AI agents. Examples: LangChain, LangGraph, CrewAI, AutoGen, Smithery, Letta, Llama Index.
System of record for customer relationships — contact management, deal pipeline, and account data. Examples: Salesforce, HubSpot CRM, Attio, Clay.
Relational, NoSQL, vector databases, and data storage solutions
Coverage status
These catalog entries are not presented as monitored markets.
Accounting software, expense management, payroll, and CFO tools
Programmatic advertising, demand generation, and paid media platforms
AI shopping assistants, conversational product discovery, and commerce infrastructure built for AI agents as buyers. Examples: Kinect, Lane, Nosto, Dynamic Yield, Searchspring.
Evals, observability, fine-tuning, inference cost reduction, prompt management, and model routing. The reliability and efficiency stack for teams running LLMs in production. Examples: Helicone, Braintrust, Weights & Biases, LiteLLM, PortKey, Arize AI, Langfuse. Does NOT include the AI labs themselves (OpenAI, Anthropic, etc.) — those are in AI Labs & Foundation Models.
Email marketing, campaign orchestration, CDPs, ABM, intent data, and marketing data infrastructure. Examples: HubSpot, Segment, Klaviyo, 6sense, Bloomreach.
Payment processors, payment APIs, embedded payments, and money movement infrastructure. Examples: Stripe, Adyen, Checkout.com, Braintree, Rapyd.
Task management, project tracking, and team coordination tools
Applicant tracking systems, AI-powered sourcing, technical screening, and recruiting automation tools. Examples: Greenhouse, Ashby, Karat, Gem, Metaview.
Outreach sequencing, prospecting data, conversation intelligence, and SDR/AE execution tooling. Layers on top of CRM. Examples: Outreach, Apollo, Gong, ZoomInfo, Ares, Salesloft.
Endpoint protection, network security, SIEM, SOAR, threat intelligence, and security operations. Examples: CrowdStrike, SentinelOne, Palo Alto Networks, Splunk.
LLM guardrails, prompt injection defense, AI red-teaming, model safety evaluation, and adversarial robustness tooling. Examples: Lakera, Protect AI, Robust Intelligence, Patronus AI, Haize Labs.
AI-native search engines, research assistants, and retrieval-augmented generation platforms. Examples: Perplexity, Exa, You.com, Glean, Hebbia.
Text-to-speech, voice cloning, speech-to-text, AI music generation, and voice AI platforms. Examples: ElevenLabs, Hume AI, PlayHT, Deepgram, Suno.
API management, integration platforms, and iPaaS
SAST, DAST, SCA, software supply chain security, and AI-native development workflow security. Examples: Snyk, Checkmarx, Semgrep, Veracode, Hacktron AI.
Digital banking, neobanks, and banking-as-a-service platforms
Drug development, genomics, precision medicine, and lab automation
BI platforms, product analytics, dashboards, and self-serve data exploration tools. Examples: Tableau, Looker, Amplitude, Mixpanel, PostHog, Metabase.
Carbon accounting, ESG reporting, sustainability data platforms, and voluntary carbon market infrastructure. Examples: Watershed, Persefoni, Workiva, Pachama.
Solar, wind, battery storage, grid management, EV charging infrastructure, and energy trading platforms. Examples: Stem, Aurora Solar, Swell Energy, Span.
Green finance platforms, climate risk analytics, circular economy tools, and sustainable supply chain software. Examples: Kita, Rubicon, South Pole, Climatiq.
Cloud-native application protection (CNAPP), cloud security posture management (CSPM), and cloud workload protection platforms. Examples: Wiz, Orca Security, Lacework, Prisma Cloud, Defender for Cloud.
Construction project management, digital blueprints, BIM, estimating, and field operations software. Examples: Procore, PlanGrid, Buildertrend, Autodesk Construction, Blueprints AI.
Enterprise chatbots, virtual assistants, customer-facing AI copilots, and conversational interfaces. Examples: Intercom Fin, Ada, Sierra, Parloa, Kore.ai.
Creator platforms, monetization tools, newsletters, and content tools
Cryptocurrency, DeFi, NFTs, decentralized protocols, and Web3 infrastructure
Subscription management, loyalty programs, and post-purchase retention tools for direct-to-consumer brands. Examples: Recharge, Yotpo, LoyaltyLion, Okendo, Skio.
Data pipelines, ELT, data ingestion, and transformation tools
Training data curation, annotation platforms, RLHF tooling, and synthetic data generation for AI training. Examples: Scale AI, Labelbox, Encord, Surge AI, Snorkel AI.
Data privacy platforms, PII discovery and mapping, consent management, data residency, and GDPR/CCPA compliance tooling. Examples: BigID, Transcend, Securiti, OneTrust Privacy.
Data pipeline monitoring, lineage tracking, data cataloging, and data quality automation platforms. Examples: Monte Carlo, Atlan, Collibra, Soda, Great Expectations.
Cloud data warehouses, data lakes, and lakehouse platforms
Autonomous defense systems, military AI, space defense, and national security technology platforms. Examples: Anduril, Shield AI, Palantir, L3Harris, Vannevar Labs.
UI/UX design, whiteboarding, prototyping, and creative collaboration
Virtual care platforms, EHR systems, digital therapeutics, remote patient monitoring, and patient-facing health apps. Examples: Hims, Ro, Abridge, Teladoc, Devoted Health.
Documentation, wikis, knowledge bases, and collaborative editing
Online store builders, commerce APIs, and headless commerce
E-learning, LMS, tutoring platforms, and school management software
Video streaming, music, podcasts, and digital media platforms
Consumer wellness apps, fitness wearables, and health tracking platforms. Clinically adjacent tools live in Digital Health & Telemedicine. Examples: Whoop, Oura, Peloton, Strava, Future.
Food delivery platforms, restaurant management systems, ghost kitchens, and grocery ordering infrastructure. Examples: Toast, DoorDash, Instacart, Olo.
Digital freight brokerage, shipping platforms, last-mile delivery, fleet tracking, telematics, and route optimization.
Game engines, gaming platforms, esports infrastructure, in-game advertising, and game development tools. Examples: Unity, Epic Games, Roblox, Overwolf, Vakoi.
AI image generation, video generation, vision-language models, and multimodal AI platforms. Examples: Midjourney, Runway, Pika, Twelve Labs, Reka, Stability AI.
Public sector software, digital government services, civic engagement platforms, and government procurement technology. Examples: Socure, ID.me, Mark43, CivicPlus.
Governance, risk, compliance automation, and audit management
Health insurance platforms, revenue cycle management, medical billing, prior authorization, and claims processing and appeals. Examples: Waystar, Change Healthcare, Cohere Health, Penelope Health.
Core HR systems, payroll processing, benefits administration, and HRIS platforms. Examples: Rippling, Gusto, Workday, BambooHR, Lattice.
Authentication, authorization, SSO, and identity governance
Insurance platforms, underwriting automation, claims management, and health/P&C insurance technology. Examples: Lemonade, Coalition, Pie Insurance, Cohere Health.
Developer-oriented low-code platforms for building internal dashboards, admin panels, and operational tools. Buyer is an engineering team. Examples: Retool, Appsmith, Budibase, Tooljet.
Contract management, legal research, compliance workflows, and e-discovery platforms. Examples: Ironclad, Harvey, Clio, LexisNexis, ContractPodAi.
Consumer lending, BNPL, credit scoring, and loan origination
Factory automation, predictive maintenance, industrial IoT, quality control, and CI/CD for hardware manufacturing. Examples: Tulip, Sight Machine, Fictiv, Niyam AI.
Multi-vendor marketplace platforms, B2B wholesale commerce infrastructure, and marketplace enablement tools. Examples: Mirakl, Faire, OroCommerce, Sharetribe, Nautical.
AI-powered diagnostic imaging, computational pathology, radiology AI, and clinical decision support systems. Examples: Paige.ai, PathAI, Aidoc, Rad AI, Kuvia.
Teletherapy platforms, mental health apps, behavioral health technology, and substance use disorder treatment platforms. Examples: Spring Health, Headspace Health, Cerebral, Talkspace.
Open-weight model hosting, inference APIs, fine-tuning platforms, and model marketplaces. The distribution layer for open models. Examples: Together AI, Fireworks AI, Replicate, Hugging Face, Ollama, Groq (inference).
Property management, real estate marketplaces, and proptech platforms
Point-of-sale systems, in-store inventory management, and omnichannel retail technology. Examples: Square, Lightspeed, Revel Systems, Shopify POS, NCR.
Pipeline forecasting, deal intelligence, revenue analytics, and RevOps infrastructure. Examples: Clari, Bowtie, Chorus, Salesforce Einstein Forecasting.
Humanoid robots, warehouse robotics, autonomous vehicles, embodied AI, and physical world AI applications. Examples: Figure, 1X Technologies, Covariant, Waymo, Physical Intelligence.
Search engine optimization, content strategy, content management systems, and organic traffic tools. Examples: Semrush, Ahrefs, Contentful, Clearscope, Surfer.
Social networks, community platforms, social discovery apps, and group collaboration tools. Examples: Discord, Reddit, Farcaster, Geneva, Luma.
Custom silicon, AI accelerators, FPGAs, wafer-scale processors, and scientific/mathematical computing hardware. Examples: Cerebras, Groq, Graphcore, SambaNova, Arrow (Integrated Reasoning).
Demand forecasting, supply planning, and end-to-end supply chain visibility
Synthetic data generation, conjoint analysis, market research automation, and AI-driven research analytics platforms. Examples: Gretel, Mostly AI, Proxie Labs.
Freelance and contract talent marketplaces connecting businesses with independent workers (Upwork, Toptal, Fiverr, Contra, Andela). Does not include staffing agencies or consulting firms.
Team messaging, channels, and async communication platforms
Travel booking platforms, hotel management systems, itinerary intelligence, and hospitality operations technology. Examples: Mews, Amadeus, TravelPerk, Takeoff.
Video conferencing, virtual meetings, and screen recording
Warehouse management systems, fulfillment automation, and inventory optimization.
Global employment, contractor management, and distributed workforce tools