Supplier quoteAlfa Bearings
- Total
- € 2,690
- Delivery
- 7 days
- Quality
- 97%
- Risk
- Low
Operational AI for industry
AI Agents for industry.
AI agents connected to ERP, MES, SCADA, CRM and document workflows: they observe live operations, evaluate constraints and prepare verifiable actions for the people making decisions.
How they work
- Read real data and context
- Identify anomalies and constraints
- Propose reasoned actions
- Keep people in control
Predictive Maintenance
It continuously analyses machine data, recognises early signs of degradation and suggests when to intervene before the issue causes downtime.
01 · Observe
Understands how the machine is operating.
It continuously reads vibration, temperature and pressure and relates them to operating cycles and previous maintenance.
Production Scheduling
It recalculates the plan when priorities, materials or machine availability change, presenting comparable alternatives before updating the ERP.
Horizon · 5 daysForecast OTD 94%
01 · Understands
Builds a current view of the plan and its constraints.
It reads orders, available materials, machine capacity and promised dates, maintaining a current view of what can be produced and when.
CRM Order Management
Turns requests received by email into verified orders by connecting customer, catalogue and commercial terms before anything reaches the ERP.
SubjectComponent order · line 4
Good morning,
we would like to order 150 × PRD-8821 and 80 × PRD-4106.
Delivery requested by 22/08, to our Bergamo plant.
Please confirm availability. Thank you.
Sales orderSO-DRAFT-····
- Customer
- capturing…Rossi Industries Ltd
- Line 01
- capturing…PRD-8821 · 150 pcs
- Line 02
- capturing…PRD-4106 · 80 pcs
- Requested date
- capturing…22 August
- Ship to
- capturing…Bergamo plant
01 · Receive
Every request becomes traceable at once.
The agent monitors the sales inbox, identifies the customer and gathers the relevant context without waiting for manual data entry.
Supplier Procurement
It collects and compares every quote across price, timing, quality and risk, leaving the final decision to the buyer.
Purchase requestRDA-240731
- Component
- SKF 6205-2RS
- Quantity
- 500 pcs
- Max budget
- € 2.800
- Required by
- 28 August
Supplier quoteMotion Parts
- Total
- € 2,440
- Delivery
- 12 days
- Quality
- 94%
- Risk
- Low
Supplier quoteNord Components
- Total
- € 2,310
- Delivery
- 18 days
- Quality
- 91%
- Risk
- Medium
Supplier quoteSKF Partner
- Total
- € 2,760
- Delivery
- 6 days
- Quality
- 99%
- Risk
- Low
01 · SEND
One request reaches every supplier at once.
The agent receives the purchase request from SAP and sends the same RFQ to four suppliers, without manual emails or follow-ups.
Document Control
It verifies the invoice, purchase order and delivery note in one flow, highlighting discrepancies before posting.
Electronic invoiceRossi Components LtdIT01234567890_0731.xml
Purchase orderComponent purchasePO-8821
Delivery noteGoods receivedBL-09821
Three-way matchField-by-field comparison
WaitingFieldXMLPODDTOK
SupplierRossi Comp.Rossi Comp.Rossi Comp.
Quantity500 pcs500 pcs500 pcs
Net amount€12,480€12,600—
Total€15,225.60€15,372.00—
Variance+ € 120Contract tolerance0,95% · OK
01 · CAPTURE
Three documents enter the same cycle.
The agent links the e-invoice to the correct purchase order and delivery note, without manual searches across ERP, email and folders.
Common stack →
Claude API LangGraph FastAPI Qdrant SAP Odoo Dynamics PostgreSQL Three.js
The agent proposes. The operator decides.
Every system we build has a complete audit trail and configurable autonomy thresholds. Automation is a tool — control stays with the operator.