- Your request
- ARI routes
- Model / tool
- Verify
- Response
What Axion actually does
Most AI products pick one model and send it everything. Axion is Cyanix's answer to a simpler question: which model or tool is actually right for this specific request? A routing layer — ARI — reads the request first and decides whether it needs a single fast model, a specialist, or a tool call, instead of paying the cost of a large model on every message.
Results don't go straight to you unchecked. A verification step reviews what came back, and if a model times out, gets rate-limited, or a tool call fails, Axion fails over automatically rather than surfacing a raw error.
Meet the family
Both generations share the routing-and-verification core. Each release changes what happens after routing.
Tools Axion can reach for
Beyond routing between models, Axion can hand a request to a specific tool when that's the more reliable path — reading Devit directly, searching the web, or pulling a page's contents — each running in a sandbox with its own retry and fallback behavior.
How a request moves through Axion
Route
ARI reads the request and decides which model or tool is the best fit — not just the biggest one available.
Execute
Axion 5 can fan out to several specialist models in parallel. Axion 5.1 can plan a short workflow and run tools in a sandbox.
Verify
A validation step checks the result before it's used — catching stale, too-short, or off-topic responses.
Recover or respond
If something fails, Axion retries or falls back automatically. Otherwise, a synthesizer writes the final response.
Built to fail gracefully
Execution budget
Every request runs inside a bounded number of steps and a hard time deadline, so a stuck workflow can't hang.
Circuit breaker
A tool that keeps failing gets temporarily taken out of rotation instead of being retried into the ground.
Result validation
Responses are checked for freshness and relevance before being handed back, not just returned as-is.
Execution trace
When a tool fails and Axion falls back to another source, that's visible — not hidden behind a clean-looking answer.