Ask Codi vs. Querio

We provide an OpenAI-compatible orchestration layer that lets teams compose their own “virtual models” on top of any LLM - combining prompts, reasoning, review, and guardrails, and use them everywhere, from your IDE to your backend. Key features: 1. One OpenAI-compatible API for many LLMs 2. Custom models you name & reuse 3. Reasoning mode on demand 4. Built-in review mode 5. Guardrails & PII masking 6. IDE & CLI integrations 7. Analytics & cost controls.

Querio is an AI-native analytics platform with governance built in. Business users ask questions in plain English and get answers they can trust. Data teams define the context once, keep it in their own Git, and let agents do the work without losing control of how the data is used. Most AI analytics tools bolt a chatbot onto a warehouse. The results drift: every user gets a slightly different definition of revenue, every query is a fresh guess at the joins, and nobody can audit what the model did. Querio is designed around that problem.