An engine for long-running agents that rebuilds its prompt under a cap and runs on your budget
Stage
Not given
MVP
Founded
Not given
Not given
Based in
US
Not given
Pricing model
Contact for pricing
Freemium
Pricing
Not given
Prototype: free during beta, then from December 16, 2026 it costs $1 per 1,000 agent calls after 1,000 monthly included calls. Production: $20 a month with 20,000 agent calls included, then $1 per 1,000 calls after that. Top-ups: $1 per 1,000 calls, from $10 to $500 at a time, never expiring.
Key features
Distillery: Operating system for enterprise AI
Weave: Autonomous AI system construction
Context Mesh: Enterprise knowledge structured for AI
Context Views: Enterprise semantic layer for agents
Journey: AI voice layer for digital experiences
Personalization: 1:1 customer engagement at enterprise scale
Capture: Tacit knowledge capture at scale
Canary: Self-improvement for AI systems
Forward-deployed engineers and researchers
EBITDA impact in 6 months
Prompt rebuilt from journal under token cap at each step to keep it bounded as history grows
Spending limits checked before each model call at token prices you declare
Resume after crash without repeating finished actions
Tool calls returned as actions for your code to carry out
Proof of what ran: check prompts, re-run engine, download hash-chained journal
Integrations with Vercel AI SDK, OpenAI Agents SDK, LangGraph, Mastra, Pydantic AI
MCP server for Claude Code, Claude Projects and Codex
Works with any model via bring-your-own-key
TypeScript and Python clients for HTTP API access
What makes it different
Delivers production AI systems in weeks or months
150M+ end users reached by AI systems
Bounded prompt under a fixed cap while history grows, so costs per call stop climbing on long sessions
Every run recorded with cryptographic proof: rebuilable prompts, hash-chained journal, re-runnable engine
Resumes from crash without repeating finished actions using stable idempotency keys
Budget enforcement before each model call, not reactive overage billing
No model key storage or logging; your provider bills you directly
Distyl
Argentic