Answers directly
When the evidence clearly supports one answer, Kayla gives it — plainly, without hedging.
TRUST & AI CONFIDENCE
Kayla doesn’t guess and call it confidence.
Every AI assistant ships the same disclaimer — “AI can make mistakes” — printed identically under a correct answer and a fabricated one. It carries no information about the response it’s attached to. We built something that does.
HOW KAYLA ANSWERS
A confidence signal that changes with the answer.
Instead of a constant disclaimer, every response carries a calibrated, response-specific signal that a workflow — or a person — can act on.
Offers a few options
When the evidence doesn’t clearly separate the possibilities, Kayla says so and shows what it’s weighing instead of picking one and hoping.
Says it needs a person
When nothing clears the bar, Kayla says it doesn’t have enough basis to answer and routes to a human — instead of guessing confidently.
PRIVATE BY DESIGN
Built so conversations stay private, even from us.
Our reference system runs inside hardware designed to keep the conversation encrypted from the infrastructure operator itself — not just from other customers, but from the cloud provider and from Kayla. It produces a cryptographic proof that a third party can check independently, rather than a promise to take on faith.
See it for yourself.Our reference deployment is publicly reachable at 20.127.95.200 (self-signed certificate — your browser will show a one-time warning; that’s expected for a public research demo).
WHERE THIS STANDS TODAY
A research prototype we’re building toward production.
This is a small reference model demonstrating the approach, not yet the model serving the full Kayla product. We publish the honest limitations because a claim that overstates what it verifies is worse than no claim.
- The reference system’s calibration data was hand-authored to exercise the approach, not sampled from live production traffic yet.
- The current hardware binding covers the software attestation layer. We verified this directly and say so rather than imply a stronger guarantee than what’s built.
- The browser client trusts one server-reported flag rather than independently re-checking every credential — a gap we know about and are closing.
QUESTIONS
info@kaylahealth.com →Want the full technical report?
Our engineering team published a technical report on this work. Email us and we’ll share it.