
Foundation Models
• Large Language Models
• Multimodal & Vision Models
• Domain-Specific & Small Models
• Open-Weight Models
AI Agents
• Coding & Engineering Agents
• Customer Support, Sales & Voice Agents
• Back-Office & Workflow Agents
• Computer-Use & Browser Agents
Vertical AI
• Healthcare & Life Sciences
• Legal, Financial Services & Insurance
• Engineering, Manufacturing & Field Operations
• Education & Public Sector
Enterprise Software
• CRM, ERP & HR Platforms
• Collaboration & Productivity
• Vertical SaaS
• Workflow Automation
AI Infrastructure & Developer Tools
• Training & Fine-Tuning
• Inference & Serving
• Retrieval & Vector Databases
• Evaluation, Observability & Guardrails
Cybersecurity
• Network, Endpoint & Cloud Security
• Identity & Access Management
• Security Operations & Threat Detection
• AI Security & Model Protection
Data & Analytics
• Data Warehousing & Lakehouses
• Business Intelligence
• Data Labeling & Synthetic Data
• Data Science & MLOps
Consumer & Creative AI
• Consumer Assistants & Productivity Apps
• Image, Video & Audio Generation
• Search & Discovery
• Gaming & Entertainment
Cloud & Platform Services
• IaaS, PaaS & SaaS
• GPU Cloud & Compute
• Edge & On-Device AI
• API & Integration Platforms
Models
• Large Language Models
• Multimodal & Vision Models
• Speech & Audio Models
• Small & Edge Models
• Fine-Tuned & Distilled Models
Agents
• Single-Task Agents
• Multi-Agent Systems
• Computer-Use Agents
• Voice Agents
• Agent Runtimes & Orchestration
AI Infrastructure
• Training & Fine-Tuning Platforms
• Inference Engines & Serving
• Vector Databases & Retrieval
• GPU Clusters & Accelerators
AI Tooling
• Evaluation & Benchmarking
• Observability & Tracing
• Guardrails & Content Safety
• Prompt & Context Management
• Red-Teaming Tools
Application Software
• Web & Mobile Apps
• SaaS Platforms
• APIs & SDKs
• Low-Code & Automation Tools
Data Technologies
• Databases & Lakehouses
• Data Pipelines & Streaming
• Data Labeling & Annotation
• Synthetic Data Generation
Security Technologies
• Threat Detection & Response
• Identity & Access Management
• Encryption & Secrets Management
• AI Security (Prompt Injection, Model & Data Protection)
Cloud & Compute
• Virtualization & Containers
• Serverless & Edge
• GPU Cloud
• Networking & CDN
Machine Learning Research
• Model Architecture & Pretraining
• Post-Training, RLHF & Alignment
• Evaluation & Interpretability
• Efficiency & Distillation
Applied AI
• Fine-Tuning & RAG
• Prompt & Context Engineering
• Agent Design & Tool Use
• Human-in-the-Loop Workflows
Software Engineering
• Frontend & Backend
• Full-Stack & Mobile
• APIs & Integrations
• DevOps & Platform Engineering
Data Engineering
• Pipelines & ETL
• Data Warehousing & Lakehouses
• Data Quality & Governance
• Labeling & Annotation Operations
AI Safety, Security & Trust
• Red-Teaming & Adversarial Testing
• Guardrails & Content Moderation
• Privacy-Preserving ML
• Model Risk Management
Cybersecurity
• Security Engineering
• Security Operations (SOC)
• Penetration Testing & Red Teaming
• Governance, Risk & Compliance
Cloud & Infrastructure
• Cloud Architecture
• GPU & Compute Operations
• Site Reliability Engineering
• Cost & Capacity Optimization
Product & Design
• AI Product Management
• UX for AI & Agents
• Growth & Analytics
• Customer Success
Model Providers
• Companies training and serving foundation or specialized models via APIs and licenses
AI Applications & Agents
• Companies building copilots, agents, and vertical AI products on top of models, priced per seat, usage, or outcome
AI Infrastructure & Tooling
• Companies providing training, inference, data, evaluation, and observability platforms to AI developers
SaaS Companies
• Subscription software companies embedding AI into existing products and workflows
Cybersecurity Firms
• Security product companies, managed security service providers, and security consultancies
Data & Analytics Firms
• Data platform, labeling, and analytics companies
Cloud & Compute Providers
• IaaS, PaaS, GPU cloud, and edge providers
AI Services & Research Labs
• Custom AI development and integration firms, frontier and academic labs, and open-source foundations
Research & Development
• Model & Algorithm Development
• Prototyping & Demos
• Data Collection & Curation
Testing & Validation
• Evaluations & Benchmarks
• Red-Teaming & Safety Testing
• Beta Programs & Design Partners
Launch & Deployment
• Production Launch
• First Enterprise Customers
• Security Reviews & Procurement
Growth & Expansion
• Scaling Usage & Infrastructure
• Enterprise & Regulated Markets
• International Expansion
Maturity & Optimization
• Platform Consolidation
• Cost & Margin Optimization
• Model Lifecycle Management


