AI agents for metals & industrial manufacturers
Job shops and industrial manufacturers win or lose work on how fast and accurately they quote. Requests arrive as emails with drawings, specifications change between versions and material prices move while the quote is still being prepared.
Spreaad agents take on the repetitive parts of that cycle, from reading the request to chasing material prices and keeping production plans and quality documents in sync.
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Operational challenges in metals & industrial manufacturing
The work that slows teams down is rarely the hard decision. It is the gathering, checking, chasing and updating around it.
Quoting from drawings and specs
Each request needs material, process, quantity and lead time worked out from a drawing or a PDF. Slow quotes lose jobs to faster competitors.
Material price volatility
Quotes are only as good as the material price behind them, and checking suppliers by phone or email takes time.
Production planning with changing priorities
Rush jobs, rework and machine availability change the plan several times a week.
Certificates and inspection documents
Material certificates, inspection reports and customer documentation need to be gathered, checked and delivered with each order.
AI agents commonly deployed
Choose from the Spreaad agent catalog or have custom agents built for your processes. Each agent works inside the tools your team already uses.
Quoting agent
Reads incoming requests, extracts quantities and specifications, applies your pricing rules and material costs, and drafts the quote for approval.
Works with: Outlook or Gmail, ERP, spreadsheets
Material sourcing agent
Requests and compares supplier prices and lead times, and records the answers against the quote or purchase order.
Works with: Email, WhatsApp, ERP
Production planning agent
Compares open jobs, due dates and machine availability, proposes an updated plan and notifies the people affected.
Works with: ERP, Microsoft 365, Teams or Slack
Quality documentation agent
Collects certificates and inspection data for each job, checks that the package is complete and prepares it for your quality team.
Works with: Shared drives, ERP, email
From diagnosis to agents in production
- 01
Smart diagnosis
We analyze your workflows to identify where AI agents will have the greatest impact on your operations.
- 02
Fast implementation
Select from the agent catalog or have custom agents built. Our team configures everything to fit your tools.
- 03
Centralized control
Manage all agents from one control tower. Track tasks, audit work and optimize your operations in real time.
Frequently asked questions about AI agents for metals & industrial manufacturing
Can an AI agent quote from engineering drawings?
It can extract the information that is available in the request, such as quantities, materials and specifications, and prepare a draft using your pricing rules. Complex or unusual jobs go to an estimator for review, and every quote can require human approval before it is sent.
How do we keep quotes accurate?
By defining your pricing rules, margins and approval thresholds up front, testing the agent against past quotes, and keeping a person in the approval step until you are comfortable.
Do agents work with SAP or Odoo?
Yes. Spreaad agents integrate with systems such as SAP and Odoo, as well as email and messaging tools. We confirm the integration scope during diagnosis.
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Learn moreRelated reading
- Cómo automatizar cotizaciones en manufactura con IA (Guide in Spanish)
See what agents could take off your team in metals & industrial manufacturing
Book a demo and we will walk through your workflows and show where agents fit.
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