Survived operator-side isolation
The phenomenon remains after obvious system-level and operational causes are tested.
For silicon vendors, OEMs & suppliers
Send a phenomenon.
Not another archive.
Zenobia gives product engineers something they can reproduce: the conditions, the probability, the evidence that it follows the product, the alternatives already ruled out, and the exact protected capability needed next.
The product-engineering gate
Only high-signal cases should cross this boundary.
Zenobia is valuable when it lowers the number of engineer-hours per resolved mechanism—not when it creates a new telemetry firehose.
Reproduces with known probability
Frequency, preconditions, variance, and expected response are explicit.
Contains matched controls
Comparable healthy devices and systems show what is genuinely different.
Carries falsified alternatives
The case shows what has already been ruled out and the evidence behind each exclusion.
Has material fleet impact
The affected population and operational consequence justify scarce engineering attention.
Names the protected capability needed
The case asks for the exact vendor-only test most likely to settle the remaining question.
Vendor-controlled replay
The case enters your environment. Your internals do not leave it.
The operator shares the phenomenon and evidence. The vendor contributes protected capabilities. The common case records the scoped result.
- 01
Receive a complete case
Phenomenon, frequency, conditions, matched controls, exclusions, and evidence references.
- 02
Re-instantiate it locally
Run the reproducer inside the vendor-controlled environment.
- 03
Invoke protected capabilities
Internal registers, test modes, design knowledge, and manufacturing data stay local.
- 04
Return scoped outputs
Only the result needed to confirm, refute, or narrow the mechanism joins the shared case.
- 05
Issue a structured finding
Corrective action, confidence, limitations, and supplier question are signed and returned.
Operator keeps localRaw workload, broad fleet data, infrastructure accessShared case carriesReproducer, controls, exclusions, evidence referencesVendor keeps localInternal tests, design data, manufacturing records
The vendor’s economics
Different teams need different value from the same case.
Enterprise support
Fewer ambiguous cases
Complete intake, automatic validation, correct routing, and fewer requests for missing information.
Product engineering
Fewer cases—not more telemetry
Scarce engineers see high-signal phenomena that require something only the vendor can do.
Supplier quality
Evidence that survives challenge
A controlled, localized mechanism carries more weight upstream than a vague customer complaint.
Sales & accounts
Fewer relationship disputes
A neutral technical process can validate a vendor defect—or exonerate the product when the cause is elsewhere.
Supplier quality
A defensible child case—not a forwarded complaint.
When the remaining mechanism points toward memory, packaging, a substrate, a foundry process, or another component, the case can fork into a narrower question and later merge the signed result.
- Preserved specimen identity and operating history
- Component-level reproduction conditions
- Matched controls and ruled-out system causes
- Acceptance criteria for the supplier response
Parent product caseSystem-level phenomenon and business impact→Scoped supplier caseOne component question, evidence, and requested test↩Signed findingMerges back into the operator disposition
What to measure
Resolution efficiency—not volume of data received.
Time to first reproduction
How quickly the field phenomenon appears in a controlled engineering environment.
Engineer-hours per mechanism
The scarce effort required to reach one resolved physical or system mechanism.
Cases returned for missing intake
Support loops caused by absent logs, swaps, conditions, or frequency data.
First-pass technical acceptance
Cases product engineering can begin from without rebuilding operator-side isolation.
Upstream finding acceptance
Whether supplier-quality evidence survives component, packaging, or process challenge.
Major-account disputes avoided
Operational disagreements resolved through shared evidence instead of commercial escalation.
Continue the investigation
Give product engineers a case worth opening.
Reduce ambiguous intake, repeated reproduction work, and weak supplier escalations.