Pydantic

Context graph helping AI agents understand enterprise data, permissions, workflows and terminology

Series A · $33M · 2026-06

Real-time, LLM-native search API for AI agents to retrieve and process live web data

Seed · $20M · 2026-04

Multi-user collaborative AI agents for enterprise data, delivering trustworthy natural-language analysis and automation on database/API/SaaS data

Series C · $137M · 2022-02 · Valuation $1.0B

Multi-agent digital workforce platform for companies expanding overseas (overseas tender monitoring, competitor and prospect tracking, overseas risk control)

Angel · 2025-12

Open-source memory engine for AI agents: knowledge graph plus vector retrieval for persistent cross-session long-term memory, an ECL pipeline connecting 38+ data sources including Slack, GitHub and Linear, plus a hosted version and MCP server; customers include agent developers and organizations such as Bayer, the University of Wyoming and Knowunity.

$8M

AI workspace connecting enterprise data, agents and custom apps in a shared context layer for enterprise AI teams, fixing fragmented collaboration across data, tools and AI agents.

Pre-Seed · $5M · 2026-06

NEAR Protocol sharded Layer-1 blockchain (smart contracts, cross-chain intents via NEAR Intents); NEAR AI offers a TEE-based private AI inference cloud (NEAR AI Cloud), verifiable AI models and autonomous AI agents for developers and enterprises, addressing data privacy and centralized control in AI inference and training; NEAR Foundation handles protocol governance and ecosystem grants.

Enterprise-grade auditable "harness" architecture for Claude Code (permissions, event logs, agent control tower, compliance controls), deployed for private equity/hedge fund and climate consulting teams.