AI Platforms & LLMs MarTech Platforms – Capability & Market Analysis

Analyze AI Platforms & LLMs platforms by capability coverage, company size, revenue, founding year, headquarters, and recent milestones.

View All AI Platforms & LLMs Platforms

Platform facts

Anthropic Opus — founded 2021; headquarters: San Francisco, California, United States; employees: 1k_5k; revenue: 1b_10b
Google Gemini — founded 1998; headquarters: Mountain View, California, United States; employees: over_20k; revenue: over_10b
AWS Bedrock — founded 1994; headquarters: Seattle, Washington, United States; employees: over_20k; revenue: over_10b
OpenAI GPT — founded 2015; headquarters: San Francisco, California, United States; employees: 1k_5k; revenue: over_10b
AI21 Jamba LLM — headquarters: Tel Aviv-Yafo, Israel; employees: 201_1k; revenue: 25m_100m
Dataiku — headquarters: New York, New York, United States; employees: 1k_5k; revenue: 100m_1b
Azure OpenAI Service — headquarters: Redmond, Washington, United States; employees: over_20k; revenue: over_10b
Spindle AI — founded 2022; headquarters: San Francisco, California, United States; employees: over_20k; revenue: over_10b
Cognitiv Deep Learning DSP — headquarters: New York, New York, United States; employees: 51_200
GenLayer — headquarters: New York, New York, United States; revenue: under_5m

Capability coverage

Coverage is shown for the leading platforms using the category's assessed capabilities.

Anthropic Opus
- Agentic workflows (tool use, evaluators): strong
- GenAI content (assistants, guardrails): comprehensive
- Hallucination/testing harnesses: partial
- Multimodal inputs/outputs: established
- Observability (cost/latency/quality): partial
- Prompt/catalog management & governance: established
- Retrieval & knowledge management: strong
- Safety/PII redaction & policy controls: established
Google Gemini
- Agentic workflows (tool use, evaluators): strong
- GenAI content (assistants, guardrails): comprehensive
- Hallucination/testing harnesses: strong
- Multimodal inputs/outputs: strong
- Observability (cost/latency/quality): established
- Prompt/catalog management & governance: established
- Retrieval & knowledge management: strong
- Safety/PII redaction & policy controls: established
AWS Bedrock
- Agentic workflows (tool use, evaluators): established
- GenAI content (assistants, guardrails): established
- Hallucination/testing harnesses: partial
- Multimodal inputs/outputs: partial
- Observability (cost/latency/quality): established
- Prompt/catalog management & governance: partial
- Retrieval & knowledge management: partial
- Safety/PII redaction & policy controls: established
OpenAI GPT
- Agentic workflows (tool use, evaluators): partial
- GenAI content (assistants, guardrails): partial
- Hallucination/testing harnesses: limited
- Multimodal inputs/outputs: partial
- Observability (cost/latency/quality): limited
- Prompt/catalog management & governance: partial
- Retrieval & knowledge management: partial
- Safety/PII redaction & policy controls: established
AI21 Jamba LLM
- Agentic workflows (tool use, evaluators): partial
- GenAI content (assistants, guardrails): partial
- Hallucination/testing harnesses: not documented
- Multimodal inputs/outputs: not documented
- Observability (cost/latency/quality): partial
- Prompt/catalog management & governance: limited
- Retrieval & knowledge management: partial
- Safety/PII redaction & policy controls: established
Dataiku
- Agentic workflows (tool use, evaluators): partial
- GenAI content (assistants, guardrails): partial
- Hallucination/testing harnesses: not documented
- Multimodal inputs/outputs: limited
- Observability (cost/latency/quality): limited
- Prompt/catalog management & governance: partial
- Retrieval & knowledge management: limited
- Safety/PII redaction & policy controls: partial
Azure OpenAI Service
- Agentic workflows (tool use, evaluators): partial
- GenAI content (assistants, guardrails): established
- Hallucination/testing harnesses: limited
- Multimodal inputs/outputs: partial
- Observability (cost/latency/quality): limited
- Prompt/catalog management & governance: not documented
- Retrieval & knowledge management: partial
- Safety/PII redaction & policy controls: partial
Spindle AI
- Agentic workflows (tool use, evaluators): established
- GenAI content (assistants, guardrails): partial
- Hallucination/testing harnesses: partial
- Multimodal inputs/outputs: partial
- Observability (cost/latency/quality): limited
- Prompt/catalog management & governance: not documented
- Retrieval & knowledge management: limited
- Safety/PII redaction & policy controls: not documented
Cognitiv Deep Learning DSP
- Agentic workflows (tool use, evaluators): not documented
- GenAI content (assistants, guardrails): limited
- Hallucination/testing harnesses: not documented
- Multimodal inputs/outputs: limited
- Observability (cost/latency/quality): not documented
- Prompt/catalog management & governance: not documented
- Retrieval & knowledge management: not documented
- Safety/PII redaction & policy controls: not documented
GenLayer
- Agentic workflows (tool use, evaluators): not documented
- GenAI content (assistants, guardrails): not documented
- Hallucination/testing harnesses: not documented
- Multimodal inputs/outputs: not documented
- Observability (cost/latency/quality): not documented
- Prompt/catalog management & governance: not documented
- Retrieval & knowledge management: not documented
- Safety/PII redaction & policy controls: not documented

Employee distribution across active platforms

1k_5k: 3 platforms
201_1k: 3 platforms
51_200: 3 platforms
5k_20k: 2 platforms
over_20k: 7 platforms
Not reported: 25 platforms

Revenue distribution across active platforms

100m_1b: 2 platforms
1b_10b: 3 platforms
25m_100m: 1 platforms
5m_25m: 1 platforms
over_10b: 8 platforms
under_5m: 2 platforms
Not reported: 26 platforms

Recent milestones from leading platforms

Spindle AI: Salesforce to Acquire Contentful, Adding a Native Content Layer to Its AI-Driven Customer 360 Stack (2026-06-03) — Salesforce has signed a definitive agreement to acquire Contentful, the composable content platform used by more than 4,800 brands to deliver personalized digital experiences at...
Anthropic Opus: Anthropic's valuation surges to $965 billion, surpassing OpenAI (2026-05-29) — May 29, 2026 ... The new valuation after the series H funding round puts Anthropic ... Anthropic logo is seen in this illustration taken March 1, 2026.
OpenAI GPT: OpenAI to confidentially file for IPO as soon as Friday: Source - CNBC (2026-05-20) — May 20, 2026 ... OpenAI to confidentially file for IPO as soon as Friday: Source. Published Wed, May 20 2026 ... file a draft of its IPO prospectus as soon as ...
Anthropic Opus: Anthropic has acquired the dev tools startup used by OpenAI ... (2026-05-18) — May 18, 2026 ... Anthropic announced Monday it has acquired Stainless, a startup founded by former Stripe engineer Alex Rattray whose software is widely used ...
Anthropic Opus: Anthropic acquires Stainless (2026-05-18) — May 18, 2026 ... Anthropic created MCP to make agent connectivity possible. By bringing together the Stainless and Anthropic teams, the Claude Platform continues ...