A wide view of the enterprise AI stack. Start with the role a product plays, then inspect its evidence. Vendors can span several categories; appearing in the same map does not make every product a direct competitor.
Companies & products
Application builders, code frameworks, automation platforms, and operational infrastructure in one directory. Select a company for profiles, adoption context, and sources.
21 companies shown
| Company / products | Enterprise role | Capabilities | Evidence |
|---|---|---|---|
| Amazon Bedrock AgentCore | Agent infrastructure for execution, tool access, identity, and operational visibility. | Agent runtime & harness · Agent integration & tooling · Observability & evaluation | Primary source for Amazon Web ServicesChecked 2026-10-06 |
| Arize | Agent traces, evaluation, and feedback for improving behavior. | Observability & evaluation | Primary source for Arize AIChecked 2026-10-06 |
| Cloudflare AI Gateway | Analytics and logging with caching, rate limits, retries, and model fallback. | AI & agent gateways · Observability & evaluation | Primary source for CloudflareChecked 2026-10-06 |
| CrewAI | Agent development and an enterprise build/runtime offering with central governance. | Agent frameworks & engineering · AI application & agent platforms · Agent runtime & harness | Primary source for CrewAIChecked 2026-10-06 |
| Dify | Visual AI application and workflow building with retrieval and model/tool connections. | AI application & agent platforms · AI workflow & automation | Primary source for DifyChecked 2026-10-06 |
| Dust | Shared agents connected to company knowledge and tools, with permissions and activity/usage oversight. | AI application & agent platforms · Enterprise AI workspaces · AI governance & FinOps | Primary source for DustChecked 2026-10-06 |
| Gemini Enterprise Agent Platform | Agent building and deployment with management and evaluation services. | Agent runtime & harness · AI & agent control planes · Observability & evaluation | Primary source for Google / AlphabetChecked 2026-10-06 |
| IBM watsonx Orchestrate | Build, orchestrate, manage, and govern agents across enterprise environments. | AI & agent control planes · AI workflow & automation · AI governance & FinOps | Primary source for IBMChecked 2026-10-06 |
| Kong AI Gateway | Connectivity and policy enforcement across model, MCP, and A2A traffic. | AI & agent gateways · Agent integration & tooling · AI governance & FinOps | Primary source for KongChecked 2026-10-06 |
| LangGraph; LangSmith | Code-first orchestration and runtime for long-running, stateful agents. Framework-independent agent tracing, evaluation, and debugging. | Agent frameworks & engineering · Agent runtime & harness · Observability & evaluation | Primary source for LangChainChecked 2026-10-06 |
| Langflow | Low-code composition of AI agents, retrieval applications, and MCP servers. | AI application & agent platforms · Agent integration & tooling | Primary source for LangflowChecked 2026-10-06 |
| LlamaIndex / LlamaCloud | Document processing, extraction, retrieval, and document-agent workflows. | Agent frameworks & engineering · AI workflow & automation | Primary source for LlamaIndexChecked 2026-10-06 |
| Microsoft Agent 365 | Central agent registry, lifecycle, access, and compliance oversight. | AI & agent control planes · AI governance & FinOps · Observability & evaluation | Primary source for MicrosoftChecked 2026-10-06 |
| n8n | Workflow automation combining AI features with deterministic business processes. | AI workflow & automation · Agent integration & tooling | Primary source for n8nChecked 2026-10-06 |
| Open WebUI | Self-hosted, multi-user AI interaction and access layer. | Enterprise AI workspaces | Primary source for Open WebUIChecked 2026-10-06 |
| Pipedream Connect | Managed per-user authentication and tool/API connectivity for agents and applications. | Agent integration & tooling | Primary source for PipedreamChecked 2026-10-06 |
| Prisma AIRS AI Gateway / Portkey | AI gateway with observability, guardrails, governance, and prompt management. | AI & agent gateways · Observability & evaluation · AI governance & FinOps | Primary source for PortkeyChecked 2026-10-06 |
| Relevance AI | Build teams of specialized agents for business workflows. | AI application & agent platforms · AI workflow & automation | Primary source for Relevance AIChecked 2026-10-06 |
| Retool Agents | Build and run agents connected to production data inside an enterprise app platform. | AI application & agent platforms · Agent runtime & harness | Primary source for RetoolChecked 2026-10-06 |
| UiPath | Enterprise process automation and agent orchestration. | AI workflow & automation | Primary source for UiPathChecked 2026-10-06 |
| Workato | Integration, agent orchestration, and enterprise AI control/execution layers. | AI workflow & automation · Agent integration & tooling · AI & agent control planes | Primary source for WorkatoChecked 2026-10-06 |
No companies match these filters. Clear the search or choose another category.
Verified dated events
A starter ledger, not a full market history. Product profiles do not count as events. Adoption references use the case publication date when the deployment date is unknown.
Recorded disclosed funding: $30MRecorded disclosed closed M&A: $117M
3 events shown
| Date | Event / parties | Type / status | Disclosed value | Confidence |
|---|---|---|---|---|
| 2026-05-29 | Portkey · Palo Alto NetworksPrimary source for Portkey: acquired by Palo Alto Networks | acquiredclosed | $117M | High |
| 2026-03-10 | Dify · HSGPrimary source for Dify announces $30M Series Pre-A | pre aCompany reported | $30M | High |
| 2025-11-21 | Dify · Kakaku.comPrimary source for Dify publishes Kakaku.com enterprise adoption case | adoption referenceCompany reported | Not disclosed | Medium |
No events match these filters. Clear the search or choose another event type.
The Portkey acquisition is the same canonical event recorded in Security for AI. Track-specific totals can overlap and should not be added together.
Where vendors participate
A capability map of the initial directory. Highlight a company to see its footprint across the stack. Select its name for the underlying profile.
Build
Create applications, agents, and workflows.
Run
Execute agents and manage state and sessions.
Connect
Route model traffic and reach tools and business systems.
Observe
Trace behavior, evaluate quality, and diagnose failures.
Govern
Manage inventory, policy, lifecycle, risk, and cost.
Access
Give employees a shared interaction layer.
What belongs in this market watch
Enterprise products and infrastructure used to build, run, connect, observe, govern, and access AI applications and agents. Coverage includes AI-native startups, low-code builders, open-development projects, established automation vendors, hyperscalers, and operational tooling.
General cloud infrastructure, GPUs, and foundation-model news enter this track only when there is a direct connection to agent or application infrastructure. Security vendors can appear in both tracks when they also supply an in-scope platform capability.
Capability categories
These categories describe different jobs. A framework supplies code-level building blocks; a runtime executes agents; a gateway mediates traffic; a control plane manages an estate. Low-code platforms and employee workspaces serve different users again.
- AI application & agent platforms
- Build
- Agent frameworks & engineering
- Build
- AI workflow & automation
- Build
- Agent runtime & harness
- Run
- AI & agent control planes
- Govern
- AI & agent gateways
- Connect
- Agent integration & tooling
- Connect
- Observability & evaluation
- Observe
- Enterprise AI workspaces
- Access
- AI governance & FinOps
- Govern
How evidence is counted
- Every profile links to a vendor document and a retained excerpt. Classifications are research judgments; product capabilities are vendor-described.
- Every counted event has a date, primary source, evidence brief, and confidence. Unverified leads stay outside the public register.
- Funding amounts require explicit disclosure. M&A totals require disclosed consideration and a closed or integrated deal; rumored and pending values are excluded.
- Adoption claims retain the reporting party, date, and measure. Registered users, installations, paying customers, and active production deployments are different measures.
Events beyond deals
The working taxonomy supports funding, M&A, strategic investment, partnerships, platform/product launches, open-source launches, license changes, integrations, adoption references, and product sunsets. Only the dated events verified so far appear in this ledger.
Coverage limits
This is an initial research set, not a census, recommendation list, or ranked comparison. Blank profile fields mean not assessed. The first ledger contains two Dify events and a shared Portkey event; it does not establish relative funding or adoption across the broader market.