Consumer Packaged Goods (CPG)

Wide view of a food and beverage manufacturing facility with bottles and cartons moving on conveyor belts, optimized by Laminar’s spectral sensors and AI agents.

Balancing Mix and Margins

Methods vary by crew and product, creating unpredictable downtime and loss. That variability complicates scheduling and compromises overall equipment effectiveness.

It’s difficult to quantify how much product and time is wasted by line, shift, or site. Without KPIs, chronic issues persist, and savings are hard to measure.

By the time a spot check finds a problem, it’s often too late. These delayed discoveries lead to additional work, write-offs, and lost revenue.

Laminar Gateway device mounted in a factory setting, linking inline spectral sensors on production lines to Laminar’s AI platform for real-time process optimization.

Laminar spectral sensor in production pipeline

Standardize, Quantify, Scale

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Agentic AI for Repeatable Changeovers

Inline detection finds precise cutover points and starts lines on-spec sooner, so you reduce flush waste and make every switch predictable across shifts and sites.

Loss & KPI Tracking

Laminar Insights reports product loss and utility use by equipment, cycle, and time range. Clear KPIs then help drive corrective action and prove savings for rollouts.

Continuous QA

Sensors monitor concentration, color, viscosity, and contamination in real time, triggering alerts or interlocks, preventing off-spec runs, and protecting fulfillment.

Laminar inline spectral sensor attached to a stainless steel production pipe, built with sanitary fittings for food and beverage environments and enabling AI-driven process optimization.

Enterprise-Ready by Design

We pair rugged, hygienic sensors with Agentic AI for sub-second decisions that enhance every operation. With seamless in-line installation and flexible models, you can pilot fast and scale across plants without re-configuring lines.

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Real-Time Control

Closed-loop decisions keep lines efficient and on-spec.

Fast to Pilot

Go from installation to validated value in weeks, not months.

Flexible and Compatible

Works with your PLC/SCADA and standard process connections.

Measurable at Scale

Insights dashboards quantify loss, savings, and efficiencies for every site.