Mechanical fit
Record mattress construction, thickness, base, sensor position, power routing and single- or shared-sleeper configuration.
EVIDENCE BEFORE CLAIMS
A validation method mattress brands can inspect.
iSleep validation separates installation fit, signal quality, report behavior and operational reliability. Public claims are limited to evidence that can be reproduced for the intended mattress and deployment.
Test matrixReference methodFailure casesVersion traceability
01Sensor
02Apps
03Data plane
04API
05Agents
01 — Four evidence layers before production
Signal and report quality
Review coverage, missing periods, stage timelines, supported vital trends and event behavior without hiding inconclusive nights.
Product workflow
Exercise onboarding, reconnection, report delivery, device reassignment, app updates and customer support diagnostics.
Operational boundary
Verify authorization, data residency, backup, restore, observability and compatible software versions.
Public aggregate performance results will be published only after the method, sample and limitations can be disclosed together.
02
What a customer evaluation produces
The output is a scoped evidence pack, not a universal accuracy slogan.
Configuration record
Target mattress, bed base, placement, device and software versions are recorded with the test.
Acceptance criteria
The customer and iSleep Labs agree which nightly workflows, metrics and operational behaviors must be demonstrated.
Exceptions
Unsupported conditions, incomplete nights and known limitations remain visible in the review.
Decision log
Open risks and ownership are resolved before hardware or software scope is committed for production.
FAQ
Frequently asked questions
Does iSleep publish a clinical accuracy claim?
No public clinical or medical-grade accuracy claim is made without a disclosed study design, reference method, sample and regulatory scope.
Can validation be repeated for a customer mattress?
Yes. The evaluation matrix is built around the target mattress construction and intended product workflow so the relevant conditions can be reproduced.
START WITH EVIDENCE