India's fab and DC buildout will run on yield data and sovereign telemetry.
Nirmit: sovereign yield and telemetry systems built for India's fab buildout. Two design partners in 2026.
The Opportunity
New Fabs & DCs Need New Data Infrastructure
India's new semiconductor fabs and data centre capacity are coming online without production-grade yield data pipelines or sovereign telemetry systems. Global vendors can't be trusted with this data. Building the infrastructure in-house while manufacturing ramps is impossible. We're filling that gap.
Challenge
Yield data handling at fab scale. Real-time anomaly detection. Zero latency for production decisions.
Sovereignty
Data residency non-negotiable. Telemetry infrastructure must stay within India.
What We're Building
Yield Data Pipelines
Production-grade ingestion and aggregation from equipment sensors. Tool-agnostic architecture.
Sovereign Telemetry Infrastructure
On-premise or India-hosted. Zero cross-border data movement. Full compliance with data residency mandates.
Real-Time Anomaly Detection
ML-driven yield prediction and defect classification. Sub-second latency for production line decisions.
DC Operations & Observability
Environmental telemetry, power consumption analytics, predictive cooling infrastructure.
The Payoff
Yield Acceleration
Production data flowing from day one. Faster ramp to commercial yields on new fab lines.
Sovereign Data Infrastructure
Zero reliance on foreign cloud for production telemetry. India-first data governance.
Operational Intelligence
Real-time visibility into defect modes, equipment health, and environmental factors.
Competitive Advantage
Build a proprietary yield prediction model. Data becomes a defensible moat.