Developer Infrastructure

LLMOps platform combining prompt versioning, an OpenAI-compatible gateway, tracing, tool catalogs and evaluation.

Practical hosted infrastructure for running AI agents with usage-based economics.

Analytics and observability platform for AI agents that identifies failures, friction and improvement opportunities.

Interesting capability layer for agent workflows, but commercial details remain thin.

Useful infrastructure proposition for search-enabled agents.

Credible unified model gateway with transparent usage-based positioning.

Promising desk-reviewed proposition in Web Context / Scraping API for Agents; the score remains provisional until hands-on testing.

Open-source integration layer giving AI agents authenticated access to third-party applications and MCP-compatible tools.

Unified runtime/API for executing multiple coding-agent harnesses in isolated sandboxes.

Good desk-reviewed proposition in Meeting Bot API / Infrastructure; the score remains provisional until hands-on testing.

Strong desk-reviewed proposition in AI Gateway / Developer Infrastructure; the score remains provisional until hands-on testing.

Document parsing API that converts PDFs, including scans and complex layouts, into Markdown for AI workflows.

Early desk-reviewed proposition in AI Agent Evaluation / Guardrails; the score remains provisional until hands-on testing.

Early desk-reviewed proposition in AI Agent Evaluation / Observability; the score remains provisional until hands-on testing.

Good desk-reviewed proposition in MCP App Framework; the score remains provisional until hands-on testing.

Promising desk-reviewed proposition in Social Data API / Agent Infrastructure; the score remains provisional until hands-on testing.

Apollo Research monitoring platform for coding agents that scores risky actions, applies rules and escalates permission decisions.

Unified OpenAI-compatible API gateway routing calls across multiple model providers through one platform key.