Browse practical starting points by process problem — see what fits, what data you need, and typical delivery roles before you scope a project.
A Technology Pathway is a structured starting point for an automation, robotics, machine vision, material handling, warehouse automation, industrial AI, or physical AI project.
Showing 137 of 137 Technology Pathways
63 pathways
Reduce operator-attended loading/unloading time and improve spindle utilization for repeatable CNC work.
Cycle time · Part presentation · Machine interface
Improve consistency and capacity for repeatable weldments where manual welding is variable or hard to staff.
Material/thickness · Weld length · Fixture repeatability
Automate repetitive case, bag, box, or pail stacking at the end of a production or packaging line.
Case specs · Rate · Pallet patterns
Improve coating consistency and reduce manual exposure in repeatable painting, spraying, or finishing processes.
Part geometry · Coating process · Booth constraints
Reduce manual finishing effort and improve consistency for repeatable deburring, grinding, sanding, or polishing work.
Part variation · Finish requirement · Media/tooling method
Manual bin picking causes ergonomic strain, inconsistent presentation, and bottlenecks before assembly or machining.
Part geometry and weight range · Bin fill level and part mix · Required pick rate and uptime
Manual depalletizing drives ergonomic risk, line starvation, and inconsistent presentation at process infeed.
Load unit dimensions and weight · Pallet types and layer patterns · Required cycle rate and shifts
Manual fastening causes torque inconsistency, repetitive strain, and traceability gaps on assembly lines.
Fastener types and torque specs · Assembly sequence and access angles · Production rate and variant mix
Manual dispensing causes bead inconsistency, material waste, and quality escapes on sealed joints.
Material type and viscosity · Bead path geometry and width targets · Cure time and bond strength requi…
Reduce manual effort, variability, and downtime associated with laser cutting, fabrication & forming automation projects.
Material types and thickness · Nest utilization targets · Upstream/downstream flow
Reduce manual effort, variability, and downtime in pick & place applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in stacking & racking applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in destacking & deracking applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in container emptying applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in inserting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in press fitting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in click fitting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in riveting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in clinching applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in nailing & stapling applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in wiring & cabling applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in sewing & stitching applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in cutting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in drilling applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in routing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in sawing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in filing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in blanking & piercing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in broaching applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in turning applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in case erecting & sealing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in portioning & dosing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in wrapping applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in arc welding applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in electric resistance welding applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in induction welding applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in soldering applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in brazing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in solid state welding applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in grinding applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in polishing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in abrasive belt finishing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in superfinishing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in wire brushing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in abrasive blasting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in burnishing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in etching applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in honing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in mass finishing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in plating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in powder coating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in thermal spraying applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in chemical & electrochemical coating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in milling applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in liquid coating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in sputter coating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other handling & picking applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other assembly & dispensing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other machining & shearing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other packing & palletizing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other welding & soldering applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other finishing & sanding applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other painting & coating applications.
Current process description and l… · Throughput · Site constraints and integration…
12 pathways
Detect repeatable quality defects, label issues, or packaging errors before bad product reaches customers.
Defect types · Line speed · Sample images
Reduce manual effort, variability, and downtime associated with inspection / metrology projects.
Critical dimensions and tolerances · Sampling rate and takt requirements · Calibration and traceability needs
Manual sorting and quarantine decisions slow lines and allow mixed-quality product to reach downstream steps.
Sort categories and acceptance rules · Line speed and item presentation · Reject handling and rework policy
Reduce manual effort, variability, and downtime in quality control applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in production testing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in counting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in inventory control applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in calibrating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in printing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in laser engraving applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other inspection & qc applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other printing & labeling applications.
Current process description and l… · Throughput · Site constraints and integration…
9 pathways
Reduce repetitive manual transport between production, warehouse, staging, or line-side locations.
Payload · Trip frequency · Route conditions
Create more predictable material flow where movement paths, accumulation points, or sorting rules are stable.
Flow map · Throughput · Product/load dimensions
Reduce manual effort, variability, and downtime associated with as/rs, storage & warehouse automation projects.
SKU cube and velocity · Building height and bay layout · Order profile
Manual order picking limits fulfillment rate, accuracy, and labour availability during peak demand.
Order profile and SKU velocity · Pick accuracy targets · Building layout and mezzanine con…
Manual dock loading causes labour bottlenecks, trailer turn time, and ergonomic risk on repetitive lift-and-stack tasks.
Load unit types and weights · Trailer/container sizes · Dock schedule and turn targets
Traditional AMRs and fixed automation struggle with stairs, docks, and human-scale workspaces built for people—not purpose-built robot fleets.
Typical load weights and dimensions · Floor surfaces · Shift patterns and task cycle times
Reduce manual effort, variability, and downtime in item delivery applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in freight transport applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other logistics & storage applications.
Current process description and l… · Throughput · Site constraints and integration…
3 pathways
Capture production, quality, movement, or traceability data needed to control and improve industrial processes.
Data points · Equipment interfaces · Reporting needs
Use machine, sensor, or production data to identify downtime patterns, anomalies, and maintenance opportunities.
Failure history · Machine data · Maintenance records
Reduce manual effort, variability, and downtime associated with wms / wes / mes projects.
Order and production workflows · Existing ERP/MES landscape · KPI requirements
32 pathways
Reduce manual packaging bottlenecks across case packing, sealing, cartoning, filling, or end-of-line handling.
Product format · Line rate · Package/SKU variation
Operator-attended molding cycles limit press utilization and create ergonomic risk on repetitive unload tasks.
Press make, tonnage, and cycle time · Part geometry and gate location · Cooling time and downstream prese…
Reduce manual effort, variability, and downtime associated with additive manufacturing & advanced production projects.
Part materials and volumes · Quality requirements · Post-processing needs
Operator-attended press cycles create ergonomic risk, inconsistent stroke timing, and underutilized equipment.
Press tonnage and stroke rate · Blank and part geometry · Die change frequency
Manual food handling limits throughput, consistency, and labour availability while increasing contamination and ergonomic risk.
Product type and temperature · Throughput and portion targets · Sanitary/washdown requirements
Reduce manual effort, variability, and downtime in floor cleaning applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in washing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in area disinfection applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in duct cleaning applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in window cleaning applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in forging applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in sheet forming applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in rolling applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in baking & heat treating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in food cutting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in mixing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in decorating & garnishing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in peeling & preparation applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in casting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in metal molding applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in extrusion applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in deep frying applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in boiling & heat treating applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in drying applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in grilling & frying applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in plumping applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in dusting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in equipment disinfection applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other cleaning & disinfecting applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other bending & forming applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other food processing & cooking applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other casting & molding applications.
Current process description and l… · Throughput · Site constraints and integration…
1 pathway
Reduce ergonomic burden and support safer, more consistent operator workflows around manual industrial tasks.
Task description · Load/force data · Operator workflow
17 pathways
Reduce manual effort, variability, and downtime associated with robotic material handling projects.
Part weight and geometry · Reach and cycle requirements · Presentation method
Reduce manual effort, variability, and downtime associated with label / barcode / date-code verification projects.
Label formats and placement toler… · Line speed · Reject handling
Reduce manual effort, variability, and downtime associated with surface defect inspection projects.
Defect taxonomy · Accept/reject criteria · Presentation variability
Reduce manual effort, variability, and downtime associated with autonomous forklifts projects.
Pallet types and weights · Racking and aisle dimensions · Shift volumes
Manual security rounds miss coverage gaps, slow incident response, and struggle to scale across large sites, yards, and multi-building campuses.
Site layout and patrol routes · Indoor/outdoor coverage requirements · Existing VMS
Reduce manual effort, variability, and downtime in harvesting & reaping applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in agricultural monitoring & surveying applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in mowing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in fertilizing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in weed controlling applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in vertical farming applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in irrigating & sowing applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in guiding & waitering applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in construction & mining automation applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in area marking applications.
Current process description and l… · Throughput · Site constraints and integration…
Reduce manual effort, variability, and downtime in other farming & groundskeeping applications.
Current process description and l… · Throughput · Site constraints and integration…
Start with the process problem when the right automation pathway is not yet clear.
Process description · Desired outcome · Current pain point
