Start with equipment you know.

Explore how equipment records and operating knowledge support investigation and approved responses to losses, quality variation and repeated checks.

Press

Higher force. A die problem or a material change?

Explore the workflow

Injection molding

Same recipe. Why are more parts failing?

Explore the workflow

Machining center

Changing tools too early—or too late?

Explore the workflow

Manufacturing robot

Same weld path. Why does quality change?

Explore the workflow

Inspection system

More defective parts—or a change in inspection conditions?

Explore the workflow

Every process has signals to read and problems to solve.

Connect data across many more manufacturing processes.

Casting, forging & forming

Casting machines · die casters · forging presses · rolling mills · extruders

Data to connect: Die temperature, forming force, pressure, material lot
How it helps: Compare forming traces and inspection results to distinguish material changes from die-condition issues.

Cutting, grinding & precision machining

Lathes · machining centers · grinders · EDM · laser machines

Data to connect: Spindle load, vibration, feed, tool history, dimensions
How it helps: Trace machining conditions by part and distinguish tool wear from equipment issues. Optional dedicated ML models support real-time anomaly detection.

Heat treatment, drying & firing

Furnaces · vacuum furnaces · dryers · kilns · curing ovens

Data to connect: Zone temperatures, pressure, atmosphere, hold time, batch
How it helps: Link actual thermal histories to products and batches, then examine temperature exposure and operating conditions when quality varies.

Cleaning, plating & coating

Washers · treatment baths · plating lines · paint robots · coaters

Data to connect: Bath temperature, concentration, current, spray pressure, thickness
How it helps: Connect pretreatment and surface inspection records to investigate staining, peeling and thickness variation.

Mixing, reaction & powder processing

Mixers · reactors · mills · filters · centrifuges

Data to connect: Dosage, agitator speed, temperature, pressure, flow, raw-material lot
How it helps: Compare batch properties against feed and operating histories, with experienced operators’ criteria and response sequences kept alongside them.

Semiconductor, display & electronics processes

Deposition & etch tools · bonders · SMT mounters · reflow ovens · panel inspectors

Data to connect: Chamber pressure, temperature, power, alignment, recipe, inspection
How it helps: Trace products and equipment conditions across many steps, locating when deviations began and which products shared those conditions.

Battery electrodes, assembly & formation

Mixers · coaters · calenders · winders · stackers · formation testers

Data to connect: Tension, coating weight, thickness, alignment, voltage/current, cell history
How it helps: Connect roll-level production records to cell inspection and investigate how upstream conditions affect later performance and defects.

Welding, joining & precision assembly

Welding robots · press-fit machines · nutrunners · dispensers · assembly stations

Data to connect: Weld current, press-fit force/displacement, torque/angle, part IDs
How it helps: Retain product-level joining and assembly records for automotive, electronics and defense components; trace tightening or press-fit anomalies through related parts and tests.

Food, pharmaceutical & packaging operations

Sterilizers · tablet presses · fillers · sealers · labelers · checkweighers

Data to connect: Temperature/time, fill quantity, sealing pressure, weight, batch ID
How it helps: Query processing conditions and packaging inspections by batch to identify recurring defects and short stops.

Paper, film, textiles & composites

Extruders · stretching lines · laminators · winders · looms · composite presses

Data to connect: Line speed, tension, thickness, temperature, roll/yarn lot
How it helps: Link continuous production data to roll, length and time, comparing local thickness deviations or breaks with upstream and downstream conditions.

Hydraulics, air, cooling & energy

Hydraulic units · compressors · pumps · chillers · boilers · generators

Data to connect: Pressure, flow, temperature, vibration, power, operating state
How it helps: Compare equipment issues with utility supply conditions to investigate pressure losses, energy waste and possible operating responses.

Inspection, testing & in-plant handling

Vision systems · leak testers · CMMs · test chambers · conveyors

Data to connect: Inspection images, dimensions, leak rate, test conditions, part location
How it helps: Trace inspection findings back to operating records, identify affected products and propose reinspection or work holds.

Explore specialized processes, too.

The approach is the same for specialized processes: identify available signals and quality or operating criteria, then work with site experts to define the data and responses needed.

Special machining & joining

Honing
lapping
broaching
waterjet
ultrasonic joining
friction-stir welding

Materials & powders

Classification
granulation
degassing
impregnation
debinding
freeze drying

Surface & thin-film treatment

Shot peening
anodizing
plasma treatment
ion implantation
sputtering
vacuum deposition

Electronics, optics & fine assembly

Wire bonding
die attach
underfill
lens alignment
fiber splicing
sensor calibration

Hygiene, environment & support

CIP cleaning
SIP sterilization
dust collection
solvent recovery
wastewater treatment
ultrapure water supply

Special testing & additive manufacturing

Nondestructive testing
durability testing
environmental testing
additive manufacturing
post-curing
precision cleaning

These are application examples. Controller connections, signals and permitted control scope are agreed after site assessment. Real-time anomaly detection models are configured separately for the task.

NAZARE NAVIS

Start together

Tell us what you want to improve first.

Tell us about your equipment, data and priorities to review a path from connection to operations.

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