Industries
Manufacturing industries we serve
Our solutions apply across process and discrete manufacturing. We digitize the workflows that connect product development, production, quality and supply chain, and those workflows exist in every plant, whatever it makes.
The segments below reflect the kinds of environments in our client base.
Industry segments
Where MES, QMS, NPD, Supply Chain, EHS and Asset Management apply
Typical process characteristics for each segment, the priorities that usually drive a digitalization program there, and where our modules do the work. Descriptions are general industry knowledge, not statements about our specific projects.
Food & Ingredients
Batch and continuous processing of raw materials that vary by origin and season.
What matters most
- Batch records and lot genealogy
- Shelf-life and expiry control
- Allergen, hygiene and food-safety records
Where our modules do the work
FMCG / Consumer Products
High-volume lines with frequent product and pack-format changeovers.
What matters most
- Changeover and line-clearance control
- Line performance and downtime reasons
- Packaging, labelling and lot traceability
Where our modules do the work
Automotive / Auto Components
Discrete components and assemblies built to customer schedules.
What matters most
- Serial and part-level traceability
- Process control and in-process inspection
- Revision control and customer audit records
Where our modules do the work
Engineering & Industrial Manufacturing
Make-to-order and engineer-to-order equipment with long routings.
What matters most
- Work-order progress across long routings
- Drawing and revision control
- Inspection, test and delivery documentation
Where our modules do the work
Chemicals / Process Manufacturing
Batch and continuous processes run to tightly specified recipes.
What matters most
- Recipe adherence and parameter records
- Batch genealogy and certificates of analysis
- Deviation handling and material safety records
Where our modules do the work
Discrete Manufacturing
Unit-based assembled products, built in batches or as individual units.
What matters most
- Unit and serial traceability
- Bill-of-materials and engineering change control
- Assembly sequencing and material availability
Where our modules do the work
Process vs discrete
The same modules, applied differently
A yogurt plant and an auto-components plant both plan, produce, inspect and deliver. What differs is the unit of record, how the product is defined and what has to be controlled over time. We configure the same solution set around those differences rather than forcing one model onto both.
- Unit of record: a batch or lot in process manufacturing; a serial number or unit in discrete manufacturing.
- Product definition: recipes and formulations on one side; bills of materials and routings on the other.
- Control over time: shelf-life and expiry in process industries; revision and configuration control in discrete industries.
| Module | Process manufacturing | Discrete manufacturing |
|---|---|---|
| MES | Batch execution against a recipe; in-process checks, batch release and hygiene records on the batch; genealogy across raw materials, intermediates and finished lots. | Routing execution by operation; in-process inspection and measurement records against parts and revisions; serial or unit traceability through fabrication, assembly and test. |
| QMS | Specification master and certificates of analysis through the LIMS; supplier qualification for agricultural and chemical inputs; hygiene and food-safety audit programs with CAPA. | Customer and regulatory audit management, supplier rating, controlled documents and CAPA against parts and revisions. |
| NPD | Formulation, trials and scale-up; approved recipes handed to production. | Design and bill-of-materials control, engineering change, process validation; approved routings handed to production. |
| Supply Chain | Material lots with expiry, allocation by shelf-life, batch-level dispatch. | Component supply against assembly schedules, kitting, unit-level dispatch. |
| EHS | Permits and incidents on process areas and vessels; chemical and safety data sheet controls; environmental monitoring of emissions, effluent and waste. | Permits and risk assessments for machining, assembly and maintenance work; incident investigation and CAPA; training and competency by workstation. |
| Asset Management | Vessels, lines and utilities on the asset register; preventive plans by running hours; statutory inspections of pressure equipment; spares for continuous operation. | Machines, tooling and test rigs on the asset register; preventive plans by cycles; calibration referenced from the LIMS; spares by machine and tool. |
Common ground
What every manufacturing environment needs
Whatever the segment, the operational questions plant leadership asks are the same. These are the requirements our engagements are built around.
- One digital record of production instead of paper batch cards, logbooks and end-of-shift spreadsheets.
- Traceability on demand from supplier material to shipped product, forward and backward.
- Quality built into the process, with shop-floor checks on the batch or unit and an enterprise quality system that sets the standards and audits them.
- Standard operator workflows so every line and shift follows the same governed procedure.
- Timely, centralized visibility of status, exceptions and performance for supervisors and management.
- Controlled product change from development into production, whether a new formulation or a new revision.
- Planning connected to the floor so material availability and production progress inform supply-chain decisions.
- Integration with enterprise systems so orders, confirmations and inventory movements are exchanged, not re-keyed.
- A connected, measured record that an AI platform can process to detect, predict and optimize, exposing only the data you decide.