Long context that stays sharp
A million tokens is only useful if attention holds at the far end, so Axon is trained and evaluated on retrieval deep into the context.
Capabilities
Three things it does differently
Each one is a design decision that changes what you can safely put Axon in front of.
Tools it decides to use
It writes and runs code, queries your warehouse and reads your docs, then tells you which of those it skipped and why.
A trace you can audit
Every answer ships with the steps that produced it. Disagree with step three and you can re-run from there.
Benchmarks
Measured where it actually breaks
We test retrieval at 900k tokens of context, because that's where headline numbers stop holding up.
Deep-context retrieval accuracy
Needle-in-haystack at 900k tokens · 2,000 trials per model · higher is better
Run by the Axon evaluation team on Axon 2 at general availability, with the same prompts, trial counts and grader for every model.
Runs where your data already lives
- Your VPCSingle-tenant deployment in AWS, GCP or Azure, in the region you name.
- No training on youInputs and outputs are never used for training, and that's written into your contract.
- Zero retention modePrompts are discarded once the response is sent. Only a hashed request ID is kept.
- Exportable audit logEvery trace, tool call and citation is available over the API for your SIEM.
In production
Every answer comes with its evidence
Axon leaves enough evidence with each answer for the next person to review, challenge and approve it.
One queue for every exception.
A global operations team asks Axon to review policy documents, customer records, and the latest service events before recommending an action. Low-confidence cases stop in a human queue; high-confidence cases ship with the trace attached.
- 01Connect the sourcesWarehouse, documents and approved tools stay behind the team’s existing permissions.
- 02Set the evidence thresholdCitation coverage, tool success and confidence decide if a run can continue.
- 03Review only the exceptionsEvery escalated run opens at the exact step, source and claim that needs a person.
Ask it something hard.
$5 of credit on signup · No card required