Software & Cloud Services
Companies that develop and sell software platforms and tools delivered primarily via the cloud, including infrastructure and developer tooling used to build, deploy, and operate modern applications and data systems.
AI Application Security
Security platforms purpose-built to protect AI applications and agentic systems (including AI agents, LLM apps, and MCP-based integrations) with runtime monitoring and defenses against threats like prompt injection, data exfiltration, and zero-day vulnerabilities, often spanning API protection and cloud-native/Kubernetes environments.
AI Code Review Platforms
Developer tooling that uses AI to automate and enhance code review and pull request workflows, providing context-aware issue detection, standards enforcement, and compliance/security checks across IDEs and CI/CD.
AI Codebase Context Platforms
Cloud-based developer tooling that analyzes codebases to generate structured documentation and navigable context, then serves it to AI coding assistants/agents (e.g., via MCP) to improve code understanding, onboarding, and agent reliability.
AIOps & SRE Automation
Software platforms that use automation and AI to assist SRE/DevOps teams with observability workflows such as alert investigation, incident triage, root-cause analysis, and on-call automation in cloud-native production environments.
Analytical Databases (OLAP)
Database platforms (open-source and managed cloud) optimized for high-performance analytical queries (OLAP) and real-time analytics/observability workloads, including hosted services and bring-your-own-cloud deployments.
API Access Management
Developer infrastructure that provides API access control primitives—such as API key issuance/verification, rate limiting/quotas, and usage analytics—to help teams secure and operate APIs at scale.
API Development Platforms
Developer platforms that provide API lifecycle tooling—design/spec management, testing, documentation, collaboration, monitoring, governance, and API catalogs/networks—to help teams build, ship, and operate APIs at scale.
API SDK & Docs Platforms
Developer platforms that generate and publish API client SDKs and branded, interactive API documentation (often from OpenAPI/Swagger specs) to improve developer experience and accelerate API adoption.
Application Observability
Cloud-based application observability platforms that help engineering teams detect, triage, and resolve production issues through error tracking, performance monitoring (APM), distributed tracing, logs, and related debugging workflows.
AR Wearable OS & SDK
Platforms that provide operating systems, SDKs, and app distribution layers for augmented reality (AR) and smart glasses devices, enabling developers to build cross-device wearable applications and manage an app ecosystem.
Authentication & Identity APIs
Cloud-based identity infrastructure providing APIs/SDKs for authentication, user management, and account security features (e.g., passwordless login, MFA, session management) that developers embed into their applications.
Automated QA Testing Platforms
Cloud-based developer tooling that automates end-to-end (E2E) browser testing—creating, running, and maintaining test suites (e.g., Playwright/Selenium) with AI assistance, self-healing, and notifications/CI integration to reduce manual QA effort.
Autonomous Pentesting Platforms
Cybersecurity platforms that automate penetration testing and security control validation to continuously identify, exploit-verify, and help remediate vulnerabilities across enterprise attack surfaces (internal/external networks, cloud, Kubernetes, and identity systems).
CI/CD Platforms
Cloud-based continuous integration and continuous delivery (CI/CD) platforms that automate build, test, and deployment pipelines, providing execution environments, workflow orchestration, and integrations with source control and cloud infrastructure to accelerate software delivery.
Cloud Security Platforms
Platforms that provide cloud security posture management and cloud-native application protection by continuously assessing cloud environments, correlating code-to-runtime context, prioritizing risks, and enabling prevention and incident response across multi-cloud workloads.
Collaborative Design Platforms
Cloud-based design and prototyping platforms that enable teams to collaboratively create, iterate, and hand off UI/UX designs for digital products, including real-time co-editing, feedback workflows, and developer handoff.
Communications APIs (CPaaS)
Cloud communications platforms (CPaaS) that provide APIs and tooling for messaging, voice, email, video, phone numbers, and related customer engagement capabilities used by developers to embed communications into applications.
Data Integration & ELT
Platforms that automate data movement between sources and destinations (warehouses, lakes, databases, SaaS apps) via ELT/ETL, replication, and reverse ETL connectors to power analytics and operational workflows.
Data Security Platforms
Cybersecurity platforms focused on discovering, classifying, and protecting sensitive data across SaaS, cloud, email, and endpoints using capabilities such as DSPM, DLP, and data detection/response to prevent breaches and data loss.
Data Streaming Platforms
Platforms that provide real-time event streaming infrastructure (Kafka-compatible or similar) to ingest, process, and deliver high-throughput, low-latency data streams for operational systems, analytics, and AI/agent workloads, offered as managed cloud and/or self-hosted deployments.
Developer Productivity Tooling
Developer tooling focused on managing monorepos and build workflows, including task orchestration, caching, and standardized multi-language toolchains/version management to improve engineering productivity across large codebases.
Durable Workflow Orchestration
Platforms that provide durable workflow orchestration and stateful execution for distributed systems, enabling developers to run long-lived business processes with built-in retries, timeouts, and recovery while preserving application state across failures (often delivered as managed cloud and/or self-hosted).
Edge Security & CDN
Cloud platforms that deliver edge networking and security services—such as CDN, DNS, DDoS protection, WAF, bot management, and Zero Trust access—via a globally distributed network to accelerate and protect applications, APIs, and enterprise networks.
Feature Management Platforms
Platforms that provide feature flagging and feature lifecycle management to control software releases at runtime (targeting/segmentation, progressive rollouts, kill switches), often paired with experimentation and governance to reduce deployment risk and iterate quickly without redeploys.
Financial Close Automation
Software platforms that help finance and accounting teams manage and automate the month-end/quarter-end close, including close checklists, account reconciliations, journal entries, cash/bank reconciliation, flux analysis, and financial reporting—often with AI-assisted workflows.
Graph Databases
Platforms that provide graph databases and related graph analytics tooling (managed and self-managed) for storing, querying, and analyzing highly connected data, often used for knowledge graphs, fraud detection, and AI/ML feature engineering.
Headless Browser Infrastructure
Developer infrastructure providing a headless browser runtime (CDP/JavaScript execution and web APIs) optimized for fast, scalable, isolated web automation in cloud and agent workloads, used for crawling, scraping, and programmatic interaction with websites.
Headless CMS & Content Platforms
Cloud-based headless CMS and content infrastructure that provides APIs, developer tooling, and content data layers (e.g., content lakes/CDN) to manage and deliver structured content across web, mobile, and AI/agentic applications.
In-Memory Databases & Caching
Database and in-memory data store platforms (managed and self-hosted) optimized for low-latency operational workloads such as caching, session storage, queues/streams, and real-time application data, often used as a performance layer alongside primary databases.
Internal Tools Platforms
Low-code developer platforms for building and operating internal business applications (admin panels, dashboards, workflow tools) that connect to company databases and APIs, often including hosting, access control, and governance features.
IoT Connectivity Platforms
Cloud platforms that provide managed cellular connectivity for IoT devices (eSIM/SIM provisioning, global carrier coverage, connectivity management, monitoring, and APIs) to securely deploy and operate connected device fleets at scale.
Networking System Software
Open-source and system-level networking software that provides core network services (e.g., service discovery, name resolution, protocol implementations) used by operating systems and applications to discover and communicate on local and enterprise networks.
Operational Databases (OLTP)
Database platforms (managed cloud and/or self-hosted) designed for operational application workloads, providing scalable data storage and querying along with adjacent capabilities such as search and vector search for AI-ready applications.
Platform as a Service (PaaS)
Cloud platforms that provide managed infrastructure and developer workflows to deploy, run, and scale applications (often as a Heroku-like PaaS), including build/deploy pipelines, autoscaling, networking, and managed backing services such as databases and key-value stores.
Synthetic Test Data Platforms
Platforms that generate synthetic, production-like datasets and provide de-identification, subsetting, and test data management capabilities so engineering and AI teams can develop, test, and train models while preserving privacy and compliance.
Time-Series Databases
Database platforms (open-source and managed cloud) purpose-built for high-ingest time-series and real-time analytics workloads on PostgreSQL, commonly used for telemetry, IoT/sensor data, events, and metrics at large scale.
Web Monitoring & Alerts
Cloud software that continuously monitors websites and online sources for specified changes (e.g., price drops, availability, new listings, news/trends) and notifies users via alerts or digests.
Workflow Automation Platforms
Platforms that let teams build, run, and manage automated workflows across SaaS tools and APIs (often low-code), including triggers, connectors, and execution monitoring; commonly used for integration automation and AI-assisted workflow steps.