Industries
AI reaches production industry by industry
Every agent starts from the real processes of your industry, its functions and its regulatory limits. That is the difference between a demo and a system that works every day.
Four industries
Where we know the processes best
Here we know how accounts payable actually runs, who signs what and which system the company works in. These are our starting points.
Manufacturing
Production, raw materials and accounts payable all live in the same ERP. That is where the manual work piles up.
The typical load
- Raw material reordering and stock levels handled by hand
- Item and supplier master data kept aligned across several systems
- Supplier invoice posting and checking of discrepancies
Agents to consider
Constraints to respect
Italian e-invoicing and compliant archiving, CCNL (Italian national labour contracts) and shift rules, ERPs common in Italy with years of custom work on top.
Consumer Goods & Retail
Assortments change every season and content has to go live on several channels at once.
The typical load
- Creating and updating listings across ERP and e-commerce catalogue
- Product pages, email campaigns and push notifications written one by one
- Launching a new product with no structure for positioning and pricing
Agents to consider
Constraints to respect
Labelling and product claims, price lists and promotions by channel, catalogue data shared with distribution partners.
Financial Services
Contracts, regulation and recurring obligations absorb qualified time that could go to clients.
The typical load
- Searching contracts, policies and circulars with no single source
- Document checks on recurring compliance obligations
- Receivables and payables with manual reconciliation
Agents to consider
Constraints to respect
Supervision by Banca d'Italia and IVASS depending on the activity, traceability of decisions, document retention and audit trail.
Healthcare & Pharma
Documentation is regulated and people need continuous training, with proof that training happened.
The typical load
- Searching procedures, guidelines and regulatory documentation
- Tenders, purchasing and product master data under constraint
- Recurring staff training on procedures that keep changing
Agents to consider
Constraints to respect
Special categories of data under GDPR, quality procedures and version traceability, sector regulatory requirements.
In every industry the Fulcrum Training Agent is the people side: it trains whoever will use the other agents, and new hires.
Other industries
We work here too
Same method, same starting point: the process that weighs most, not the technology.
Automotive & Mobility
Spare parts, master data and dealer networks: a lot of repeated work in the ERP and in price lists.
Utilities & Energy
Contracts, regulatory obligations and a billing cycle with high volumes and rules that keep moving.
Professional Services
Firms and consultancies: document search, people management and internal administration.
Public Sector
Records, regulation and staff training, inside constrained purchasing procedures.
For public procurement constraints and dedicated integrations, the starting point is the Fulcrum Custom Agent.
Italian context
The rules you work with are Italian
A generic agent doesn't know how an Italian payslip is built, or how an e-invoice is closed. That is where we start: the CCNL in force, compliance deadlines, sector regulation and the systems Italian companies actually run.
- CCNL (Italian national labour contracts) and employee lifecycle obligations
- Italian e-invoicing, compliant archiving, receivables and payables
- Sector regulation: Banca d'Italia, IVASS, healthcare regulatory requirements
- ERPs and business systems common in Italy, with the custom work they carry
We don't improvise on industries we don't know. If yours isn't on this list, we'll say so in the call and decide together whether it makes sense to start.
First step
Which industry do you work in?
Bring us the process that weighs most and the systems you use. We'll tell you which agent makes sense and which doesn't.