Agents that learn your silicon. Inside the network that holds your IP.
Die yield on N5 dropped 4 points week over week. Find where it started and which lots are exposed.
Pulling PCM and inline metrology from the MES. Correlating the drop against process steps.
- Pull die yield N5 · 8 weeks, 1,902 wafers
- Cluster wafer-map signatures, edge ring
- Correlate against step log, litho focus
- List exposed lots, 11 lots
- Wrote n5-yield-8d-w22.docx, 96 KB
- Wrote exposed-lots-n5.xlsx, 24 KB
The drop tracks the litho focus offset on tool LITHO-3 starting Tuesday. Edge-ring signature on the wafer maps. 11 lots exposed; writeup and lot list attached.
n5-yield-8d-w22.docx96 KB · 8D writeupexposed-lots-n5.xlsx11 lots · PCM deltasHold the 11 lots and notify the litho area owner.
Lots flagged on hold in the MES. Draft notice ready for the LITHO-3 area owner.
N5 yield regression
The drop tracks the litho focus offset on tool LITHO-3 starting Tuesday. Edge-ring signature on the wafer maps. 11 lots exposed; writeup and lot list attached.
Lots flagged on hold in the MES. Draft notice ready for the LITHO-3 area owner.
What was checked
Pull die yield (N5 · 8 weeks): 1,902 wafers
Cluster wafer-map signatures: edge ring
Correlate against step log: litho focus
Die yield on N5 dropped 4 points week over week. Find where it started and which lots are exposed.
Pulling PCM and inline metrology from the MES. Correlating the drop against process steps.
- Pull die yield N5 · 8 weeks, 1,902 wafers
- Cluster wafer-map signatures, edge ring
- Correlate against step log, litho focus
- List exposed lots, 11 lots
- Wrote n5-yield-8d-w22.docx, 96 KB
- Wrote exposed-lots-n5.xlsx, 24 KB
The drop tracks the litho focus offset on tool LITHO-3 starting Tuesday. Edge-ring signature on the wafer maps. 11 lots exposed; writeup and lot list attached.
n5-yield-8d-w22.docx96 KB · 8D writeupexposed-lots-n5.xlsx11 lots · PCM deltasHold the 11 lots and notify the litho area owner.
Lots flagged on hold in the MES. Draft notice ready for the LITHO-3 area owner.
The same model, from 23% to 98%. Qualcomm grew the context, not the model.
Measured in production at Qualcomm. Read the case study
- Task pass rate, same model
- 23% → 98%
- Workflows in production
- 1,600
- Teams onboarded
- 85
From the design to the package. Pick your part of the chain.
Fabless design
Overnight failures ranked, tape-out sign-off with evidence, customer questions answered from your specs.
- Design
- Verification
- Applications engineering
- Product marketing
4 results · matched on names and inside the files
| Name | Owner | Modified | Location |
|---|---|---|---|
| n5-yield-8d-w22.docx | r. okafor | 1h ago | N5 yield regression |
| Page 1 SummaryThe drop tracks the litho focus offset on tool LITHO-3 starting Tuesday. | |||
| exposed-lots-n5.xlsx | r. okafor | 2h ago | N5 yield regression |
| Page 1 Summary11 lots exposed; writeup and lot list attached. | |||
| yield-regression.xlsx | r. okafor | 3h ago | Projects |
| Page 1 SummaryPulling PCM and inline metrology from the MES. | |||
| wafer-map-cluster-scan.docx | r. okafor | 5h ago | Shared with team |
| Page 1 SummaryDraft notice ready for the LITHO-3 area owner. | |||
4 results · matched on names and inside the files
| Name | Modified |
|---|---|
| n5-yield-8d-w22.docx | 1h ago |
| Page 1 SummaryThe drop tracks the litho focus offset on tool LITHO-3 starting Tuesday. | |
| exposed-lots-n5.xlsx | 2h ago |
| Page 1 Summary11 lots exposed; writeup and lot list attached. | |
| yield-regression.xlsx | 3h ago |
| Page 1 SummaryPulling PCM and inline metrology from the MES. | |
| wafer-map-cluster-scan.docx | 5h ago |
| Page 1 SummaryDraft notice ready for the LITHO-3 area owner. | |
A yield excursion, start to finish. Ask, trace, file.
@Context Die yield on N5 dropped 4 points week over week. Find where it started and which lots are exposed.
Hold the 11 lots and notify the litho area owner.
Lots flagged on hold in the MES. Draft notice ready for the LITHO-3 area owner.
@Context Die yield on N5 dropped 4 points week over week. Find where it started and which lots are exposed.
Hold the 11 lots and notify the litho area owner.
Lots flagged on hold in the MES. Draft notice ready for the LITHO-3 area owner.
Work agents run across the company. From RTL to the customer’s 8D.
Design and verification
Fab, yield and test
Customers and quality
Your IP stays in your network. What your CISO asks first.
- The asker's accessAn agent opens only what the person who asked can open.
- Writes wait for a personSends and shared edits pause for an approval.
- Every action loggedAppend-only, exportable to your archive.
- Air-gapped if you need itInstalled from an air-gap bundle in your own registry, with open-weight models served inside your boundary.
Amazon EKS
Azure AKS- On premises
- Air-gapped
On request:SOC 2ISO 27001Pen test reportCAIQTrust center
Questions from security and compliance reviews.
Does design data leave our network?
Not in a deployment you host. At Qualcomm the whole system runs inside their own environment, and proprietary source is exposed to retrieval as metadata only.
Can it run air-gapped?
Yes. The whole platform installs from an air-gap bundle pushed to your own registry, a path tested in CI, with open-weight models served inside your boundary and operated by your team. Context holds no export-control authorization.
How did Qualcomm get from 23% to 98%?
On the same model, by adding context: indexed documentation, a virtual directory over source code, and memories from support history, each change checked against a held-out suite.
Do you have SOC 2 or ISO 27001?
Yes. Request the SOC 2 and ISO 27001 reports from our Trust Center.
Your workflow, running in your environment.
Bring a workflow your team runs today and watch it run on your data, with your permissions.


