Advanced manufacturing

Stop losing production yield to fragmented plant data.

Nextnet links your telemetry, batch records, and quality rules into one connected system. Quicker defect identification, parameter tuning, and yield protection.

Use cases

From raw telemetry to plant floor execution.

Yield & defect diagnostics

Root cause & defect isolation

When a 3D-printed metal part develops internal porosity or a chip line sees a sudden yield drop, engineers waste days searching through laser sensor logs, wafer lot data, and maintenance spreadsheets. Nextnet connects real-time sensor telemetry directly to quality reports to isolate the cause.

Cross-facility yield tracking

Why do identical parts fail at one plant but pass at another? Nextnet unifies foundry logs, calibration sheets, and supplier records into a single knowledge graph, enabling engineers to track tool drift across global plants in seconds.

Tribal process memory

Operator & engineer onboarding

When a plant engineer retires, decades of know-how leave with them. Nextnet ontologizes years of maintenance logs, Jira tickets, and email threads into a searchable digital twin, helping new operators solve complex machine errors independently.

Cross-regional knowledge sharing

Global factory lines often operate in silos, with local teams re-solving problems fixed elsewhere. Nextnet unifies multi-language operational archives across global facilities, giving local teams instant access to proven engineering resolutions.

Component & catalog intelligence

Part alias & spec matching

Technical sales reps waste hours cross-referencing customer specification requests against thousands of internal part numbers and supplier catalog sheets. Nextnet unifies mismatched SKU numbers and technical specs into a single index, letting teams instantly verify hardware compatibility and stock.

Customer support & quote triage

Support reps are ill-equipped to handle complex technical questions that engineering offices are best suited to answer. Nextnet acts as an instant support assistant, cross-checking past custom configurations and live stock levels so reps can close orders directly in chat.

AI Ontology Infrastructure

Anchoring frontier AI models to deterministic truth.

Nextnet layers a manufacturing ontology between your data silos and frontier AI models. Transform LLM word-guessing into deterministic graph-based logic. Zero-hallucination answers, strict permission controls, and flat-rate cost predictability.

Four data sources feeding a governance layer, an ontology engine and an entity graph of EDA models, substrates, integrated circuits, fabrication runs, test chambers, sensors, spec sheets and finished products

See precisely how Nextnet performs in your enterprise. No generic demo. Your data. Your questions. Your requirements.

Proof

Production benchmarks. Measured in minutes.

Field-tested on shop floor telemetry. Instantly cut hours of root-cause tracing and equipment checks.

Mid-Size Precision Manufacturing Plant

case study · CNC precision components, aerospace and automotive

Verified outcome

Root-cause analysis

full shift → 15 mins

Diagnosis

90% faster

Process knowledge

100% retention

Nextnet unified machine telemetry, batch travelers, and engineering specs across legacy MES, PLC logs, and paper records. Five disconnected shop-floor silos connected into a single queryable digital twin.

Keep your frontier AI model. Make it safe to deploy.