All Software Categories

Metadata catalogs with governance, discovery and lineage across data assets.

Extract-transform-load (ETL) and data integration platforms for moving and transforming data.

Frameworks for real-time processing of streaming data and events.

Frameworks and services for large-scale web data extraction with headless browsers and crawlers.

Workflow managers for scheduling and orchestrating data pipelines.

Analytical databases for large-scale reporting, BI, and OLAP queries.

NewSQL databases with horizontal scalability and strong consistency.

NoSQL databases for storing JSON or document-like structures.

Full-text search platforms for indexing and querying documents and data.

Databases optimized for time-stamped series data (metrics, IoT).

Datastores optimized for vector similarity search (ANN).

In-IDE AI coding assistants for chat, autocomplete, refactors, tests and codebase Q&A.

REST/GraphQL API clients with collections, mocking, monitors and contract testing.

Gateways for managing, securing, and routing API requests (REST, GraphQL).

Back-end platforms providing ready-to-use API services (auth, database, storage).

Edge content delivery and caching (global POPs, geo routing, purge, origin shielding).

Continuous integration and delivery systems for build, test, and deploy pipelines.

On-demand, containerized developer workspaces in the cloud or self-hosted.

Automated PR reviews, style checks and static analysis to improve code quality.

Systems for automating server setup and configuration (across fleets).

Platforms for deploying and managing containers at scale (clusters, scheduling).

Disposable inboxes and APIs for asserting emails in automated tests.

Platforms for feature toggles and gradual rollouts in applications.

Self-hosted code repositories and version control platforms (Git web interfaces).

Tools for provisioning and managing infrastructure using code and configuration.

Distributed object storage systems and cluster filesystems for large-scale data.

Self-hosted Platform-as-a-Service tools for deploying and managing apps.

Automated browser E2E tests, visual regression and flow monitoring for web apps.

Proxy servers for web traffic, providing load balancing and SSL termination.

Frameworks for deploying functions or serverless applications on-demand.

Mesh layers for microservices networking (traffic policy, service discovery, mTLS).

Geographic information systems (GIS) servers and map rendering tools.

Software for live video streaming and broadcasting to audiences.

Self-hosted video meeting and conferencing servers with screen sharing, chat, etc.

Collect, unify identities and route customer events to warehouses and downstream tools.

Distributed streaming and event log platforms for high-throughput data feeds.

Messaging systems for asynchronous communication (pub/sub, point-to-point queues).

Visual automation tools and integration platforms for business workflows.

Frameworks for building and orchestrating agentic LLM applications: tool use, multi-agent workflows, memory, planning, and evaluation.

Platforms that generate production web apps from natural-language prompts, producing runnable code (repo/PR/deploy) with iterative editing.

Build AI apps/agents with tools, retrieval, prompts and routing graphs.

Automated modeling and pipeline tooling for selection and tuning.

Platforms to design, build, and deploy chat/voice assistants with NLU/dialogue, channels, policies, analytics, and hosting.

Annotate images, text and audio with workflows, QA and datasets.

Manage, compute and serve shared ML features across offline/online flows.

Evaluate prompts and models, trace runs and monitor quality and safety.

Single API/proxy across multiple model providers with routing, fallbacks, keys/billing unification, and basic observability.

Serve and scale ML/LLM models with runtimes, autoscaling and GPUs.

Track experiments, metrics and register versioned models with lineage.

Train and fine-tune models with distributed jobs, schedulers and adapters.

Web-based notebooks and collaborative data science environments.

Application performance monitoring and profiling tools for in-depth analytics.

Always-on code profiling (CPU, memory, locks) to optimize performance in production.

Tools to trace requests across microservices for performance and debugging.

Platforms for capturing and tracking application errors and exceptions (crash reports).

On-call scheduling, paging and incident response orchestration with runbooks and postmortems.

Server and network monitoring tools for uptime, health checks, and alerts.

Centralized log collection, storage, and search across servers and applications.

Platforms bundling logs, metrics, traces (and often RUM, synthetics, profiling) in one place.

Public status pages for uptime and incident updates with subscriber notifications.

Static/dynamic analysis and dependency (SCA) scanning for application vulnerabilities.

Automated controls, evidence collection and audits for SOC 2, ISO 27001, HIPAA and more.

Container image scanning and Kubernetes security tools for supply chain protection.

Sensitive data discovery, classification and privacy compliance across data stores.

Identity and single sign-on (SSO) servers for authentication and user management.

Vaults and key management systems for secure storage of credentials and secrets.

Security information and event management platforms for threat monitoring and analysis.

Secure remote access solutions including VPN servers and zero-trust networking tools.

Tools to scan applications or dependencies for security vulnerabilities and misconfigurations.

Web application firewalls and API security gateways to protect against attacks.