Staying in the Customer Environment: How Does WaferPilot Deploy and Collaborate?

Key pointOn-prem deployment does not automatically guarantee air-gapped isolation or absolute security; every component, data egress path, and authorized operation must be audited individually.

On-premises: Executes within customer on-premises infrastructure
Private Enterprise Cloud: A Cloud Environment Controlled by the Customer
Tool Edge Appliance: A Data and Compute Environment Close to the Equipment or Site
Egress: Outbound network telemetry generated by the system

Diverse Customer Environments Demand Flexible Topologies

Fabs implement segmented internal networks, private clouds, air-gapped zones, and monitored proxies; equipment vendors may require edge computing. Network boundaries vary by customer; firewall zoning and air-gapped isolation must be verified per site.

First clarify where images, recipes, equipment logs, and model queries are permitted to travel. Keeping databases on-prem does not alone guarantee that micrographs, prompts, debug logs, telemetry, and backups are strictly contained.

Process IllustrationPlace the Professional Assistant Within the Customer's Boundary

01
DataIngesting Authorized Datasets and Existing Analyses
Deployments can initiate via offline snapshots, file exports, or read-only APIs.
02
ReasonVerifying Exact Model Execution Hosts
On-prem private models, enterprise private cloud endpoints, and external cloud APIs represent distinct architectural security postures.
03
CollaborationEngineers Audit Reports Inside the Workbench
Identity management, audit trails, archival policies, and manual takeover align with customer fab procedures.
04
Sign-OffValidating Staging Environments and Security Privileges
Air-gapped package dependencies, updates, query loads, failover, and egress controls must be audited.

Deployment topology schematic; boundary lines illustrate customer security zones, not formal certifications or zero-egress proof.

Component-Based Architecture Rather than Monolithic Hardware Assumptions

Component	Verification Items
Data & Indexing	Sources, RBAC permissions, caching, backup, retention, and versions
Models & Compute	Inference host, model weights, tool dependencies, and resource quotas
Workbench	Authentication, user privileges, report access, and manual takeover
Operations & Governance	Monitoring, audit logs, updates, failover, and egress controls

Exact GPU counts, system throughput, SSO integrations, and audit retention periods depend on operational workloads and infrastructure; they cannot be promised rigidly without empirical sizing.

On-Prem Autonomous Execution Demands Rigorous Trigger and Runtime Validation

Background tasks may be triggered by files, events, or schedules. Implementations must handle unfinished writes, duplicate/out-of-order events, invalid data, resource limits, and stopping conditions. A fixed inspection demonstration does not prove stable round-the-clock production operation.

Fully offline operation requires more than a local model: dependencies, update packages, identity services, licensing, and tool network behavior must also be checked. The current demonstration may use external model services; the offline goal must not be presented as currently verified zero data egress.

Seamless Integration While Preserving Operational Accountability

Investigations prioritize read-only access; report publishing, model tuning, version updates, and recipe parameter adjustments require separate permissions. Data boundaries between equipment vendors and fabs must be explicit during remote support. SEMI E187/E188 serve as security benchmarks, with compliance verified case by case.

WAFERPILOT / APPLICATION TO THIS TOPIC

Delivering Diagnostic Capabilities Within Customer-Controlled Boundaries

WaferPilot can plan on-premises, private-cloud, or edge access around a task, with auditable reports, candidate causes, and recommendations. Deployment packages, connectors, local models, and operational capabilities must be implemented and accepted per environment; customer acceptance should cover security and operational requirements.

Deliverables for Engineers:Review investigation dossiers and recommendations within agreed data boundaries; deployment evaluations clarify model hosts, privileges, dependencies, and operational governance.

View the Current Demo and Capability Scope →