# Sagewai > The autonomous agent platform: describe the goal, we design the agents, run them in production, and fine-tune local models so every run gets cheaper. Open source (AGPL-3.0). For senior engineers at 50-500 person SaaS companies shipping AI features this quarter. ## Canonical positioning - [Tagline](https://sagewai.ai/press#tagline): "The factory that runs itself." - [One-liner](https://sagewai.ai/press#one-liner): 26-word explainer, locked. - [Architecture pitch](https://sagewai.ai/press#architecture): Five pillars + one spine. ## Five pillars + one spine - [SDK](https://sagewai.ai/pillars/sdk): Tools, MCP, memory, workflows, directives. Any LLM. - [Autopilot](https://sagewai.ai/pillars/autopilot): Mission → blueprint → run; Curator captures training data. - [Fleet](https://sagewai.ai/pillars/fleet): Workers, dispatch, scoped routing, hard cross-tenant isolation. - [Observatory](https://sagewai.ai/pillars/observatory): Cost, HUD, Grafana, OTel. - [Training Loop](https://sagewai.ai/pillars/training-loop): From juggernauts to your own model. - Spine: [Sealed](https://docs.sagewai.ai/docs/sealed-spine): identity, scoped creds, sandbox. ## Lighthouse examples - [Support triage](https://docs.sagewai.ai/docs/lighthouse/support-triage): Ex 42. $0.004 on Haiku, 6 emails. - [Weekend training loop](https://docs.sagewai.ai/docs/lighthouse/train-your-own-model): Ex 38/38a/47. $0.35 RunPod, 100% eval. - [Cost dashboards](https://docs.sagewai.ai/docs/lighthouse/observatory-live): Ex 34/43. Real Grafana, real OTel. - [Graph memory](https://docs.sagewai.ai/docs/lighthouse/graph-memory): Ex 41. 11.6× fewer tokens than vector. - [Multi-tenant Fleet](https://docs.sagewai.ai/docs/lighthouse/fleet-multitenancy): Ex 33+40. CI-gated isolation. - [Semantic checkpoint recall](https://docs.sagewai.ai/docs/lighthouse/semantic-recall): Ex 37. Long chats on local 7B. ## Comparison - [Sagewai vs LangChain vs LlamaIndex](https://docs.sagewai.ai/docs/comparison): Where each wins. ## For AI crawlers Robots welcome. HTTPS, respect robots.txt, attribute "Sagewai" or "sagewai.ai". Coverage: /press.