Industrial Analytics for Semiconductor Manufacturing

From cleanroom to production, ensure yield, uptime, and energy efficiency across your operations with TrendMiner.

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Get more business value from your data - faster

INPUTS
Connecting all smart factory data, real-time
Historian
Process data, utility data
BMS
Facility data, cleanroom data
MES
Production data, lot data
IIoT & middleware platform
Machine data
SAP/CMMS
Maintenance data, production orders
QMS
Quality data
Human-generated data
Field data, shift logs
Connections
TRENDMINER PLATFORM
Turning data into answers, for everyone
Agentic AI
Plain language questions, answers grounded in your data. Model agnostic, token-optimized, deterministic by design
Time series analysis
No code, right tool in the hands of process experts
Reporting
Shared dashboards, findings everyone can act on
Monitoring
Real-time insights and routines
Platform overview
OUTCOMES
Driving strategic value at every scale, facility to enterprise
Process optimization
Best operating zones · Cycle-time reduction · Root cause analysis · Downtime reduction
Maintenance and reliability
Asset health · Predictive maintenance · RUL · Fouling detection · Anomaly detection
Yield and quality
OEE · Golden run comparison · Off-spec reduction
Cleanroom and energy management
HVAC optimization · Chiller and cooling tower efficiency · UPW system monitoring · Contamination control
Sustainability and safety
Emission monitoring · Compliance reporting
Use cases

AI that earns a place in your workflow.

FOR ORG LEADERS
Predictable

AI tooling pricing is volatile. TrendMiner provides AI features on a predictable per-seat basis.

Trustworthy

The agent uses your connected data and industry-specific tools, keeping a human in the loop.

Flexible

Bring your own model fits existing service agreements — switch providers or move in-house with you.

FOR USERS
Consistent

Analyses and saved items give repeatable structure to your prompts — the same answer when you present your findings the next day.

Explainable

No black box. Tools, assumptions and analyses are transparent, and specific parts are editable without rerunning the prompt.

Actionable

Practical insights with a path forward, made repeatable through monitors, reports and visualizations.

free guide

A Practical Guide to Cleanroom Energy Optimization and Cost Savings

Dairy Processing Steps

Dairy processing from raw milk to final product.

A platform where human intelligence meets advanced analytics

Fast & intuitive

Access and explore data effortlessly with a user-friendly platform for the whole team.

Advanced analytics

Empower everyone to generate insights with powerful analytics to drive data driven decisions.

Reporting & collaboration

Share insights, collaborate across teams, and create personalized dashboards to track progress.

Monitoring & alerts

Keep your plant and assets running smoothly with 24/7 monitoring and instant alerts.

Data contextualization

Transform time-series data into meaningful events in your enhanced data layer.

Ready to transform your industry?

Discover powerful insights and make data-driven decisions.

Latest resources

Explore Our Newest Content to Maximize Your Operational Efficiency

Customer success story

ZEISS Increases Productivity and Reduces Downtime with Industrial Analytics

Discover how ZEISS improved production efficiency, minimized machine downtime, and enhanced product quality using advanced industrial analytics.

Use case

Improving OEE in High-Tech Manufacturing by Monitoring Vacuum Chamber Performance

In high-tech semiconductor manufacturing, precise vacuum chamber operation is critical. This use case shows how monitoring vacuum evacuation times boosted Overall Equipment Effectiveness (OEE), cut downtime, and increased yield by quickly identifying potential equipment failures.

Use case

Optimizing Ultra-Pure Air Systems

Discover how TrendMiner optimizes ultra-pure air systems, improving asset performance, reducing downtime, and enhancing operational efficiency.

Use case

Reduce Energy Consumption at Reverse Osmosis Plant

Learn how TrendMiner helps reverse osmosis plants cut energy consumption, optimize asset performance, and reduce operational costs through advanced real-time analytics.

process engineers working with industrial analytics software in a factory

Get started with the Analytics Agent

We are onboarding customers at a rapid pace with TrendMiner Analytics Agent. Claim your spot in the program.