Agents for the processes that matter most.
Each agent works on one process, draws on the same context layer, and hands the decision to a person where it matters.
- PlanningProduction planning
Builds the week around machines, people and season, across sites.
- PlanningMonitoring
Flags deviations from the plan and proposes changes.
- Operations & maintenanceMaintenance planning
Schedules interventions from manuals, tickets and machine history.
- Operations & maintenanceMachine health
Tracks machine condition to enable predictive maintenance.
- Operations & maintenanceKnowledge capture
Records how machines are installed and maintained.
- ProcurementSourcing
Sends the RFQs and turns the replies into one comparison.
In the case study → - ProcurementStock & reorder
Proposes reorders from real consumption and supplier lead times.
- ProcurementShould-cost
Estimates what a part should cost from past quotes and materials.
- CommercialQuoting
Drafts the quote from the enquiry, costed against similar past jobs.
In the case study → - CommercialOrder intake
Moves orders from PDFs, emails and calls into the ERP, checked first.
- CommercialTender
Drafts the tender response from past bids.
Order intake: from any channel to the ERP, checked before it goes in.
Orders arrive by phone, WhatsApp, email, Excel or PDF. Someone retypes them into the ERP.
- 01Reads the email and the attached PDF.
- 02Extracts customer, references, quantities and dates, and checks them against the catalogue.
- 03Checks the order makes sense for that customer.
- 04Creates the order, or a draft a person corrects and approves.