Launching Chion — A Portable Skills Framework for Enterprise Analytics
200M tokens of queries and context, compiled into a business-logic layer your company owns.
Want a walkthrough on your own schema?
Schedule a DemoFounder walkthrough: Chion compiles your organization’s queries, workflows, and context into a portable Skills library plus a SQL reasoning framework — usable inside Chion Studio or any LLM environment.
What this demo shows
A founder-led walkthrough of how Chion ingests your existing query corpus — dashboards, ad-hoc reports, ETL scripts — and produces two interoperable artifacts: a portable Skills library and an in-product reasoning surface. Both run on the same business-logic layer.
LLM-agnostic by design
The Skills library exports in a format that any modern LLM environment can consume: Claude, GPT, Gemini, or any future model that accepts structured Skills. Switching providers does not require re-compiling your analytics intelligence.
Outcome predictability over token count
Our SQL reasoning framework is optimized for predictable outcomes, not raw token efficiency. The thirty-thousand-token ceiling per request is dominated by deterministic context gathering, not generative drafting — which is why answers stay consistent across runs.
You own the artifact
The compiled Skills library is yours to keep. There is no vendor lock-in at the data layer: export it, version it, and run it inside any compatible runtime.
Read transcript
00:00Today we are launching Chion: the first LLM-agnostic, portable Skills framework purpose-built for enterprise analytics teams.
00:08Chion converts approximately two hundred million tokens of existing queries, workflows, and organizational context into a durable business-logic layer that your company owns outright.
00:18Overnight, Chion can produce clean, verifiable signal for an organization of two hundred people. Every query is chunked, validated, semantically described, and routed to the part of the business it belongs to. Finance receives finance logic. Operations receives operations logic. Growth receives growth logic.
00:32Delivery happens through two complementary surfaces.
00:36First, a portable Skills library. Every query is enriched with three things: the business question it answers, the transformation it is permitted to perform, and the role-and-team context that surrounds it. Skills are scoped per team, exportable at every layer, and fungible with any LLM environment that consumes the Skills format.
00:54Second, Chion Studio — our AI-native dashboarding layer that runs the same library through our proprietary SQL reasoning framework. The framework is optimized for outcome predictability, so tokens are not wasted writing SQL from scratch on every request. Each Studio request stays under thirty thousand tokens, the majority of which is context gathering.
01:12The result: you compile your analytics intelligence in approximately one day, you own the resulting layer permanently, and you can run it anywhere — inside your existing Skills framework, or natively inside Chion Studio.
01:25Visit chion.ai and contact us to begin testing today.
Frequently asked questions
Common questions about Chion demos and the underlying product.