Manufacturing
The high demand for AI in the sector is well documented: 42% of São Paulo manufacturers look for AI consulting, while only 5.5% use agents.
Processes fit for AI agents
- Invoice and goods receipt checking
- Tax filings and SPED (Brazil's digital bookkeeping system)
- Procurement and supplier qualification
- Accounts payable
- Returns processing
Examples of units of work
- Document checked
- Invoice or entry reconciled
- Information extracted and standardized
Recommended Skill Pack
Document and tax checking
Supplier invoice received
Check against the purchase order and the goods receipt
- Ancillary tax obligations (SPED)
Extract and standardize for the tax books
Discrepancy beyond the agent's authority: the procurement owner decides
An identified person decides
Document checked
Billable unit
Evidence
When the other side has an agent
When a customer's procurement agent asks for something outside the catalog, the supplier's agent checks capacity, inventory, and margin, and offers what commercial authority allows.
Compliance
Compliance standard examples
- LGPD, art. 20 (Brazil's data protection law)
- The data subject's right to review a decision made solely by automated processing.
- Ancillary tax obligations
- SPED and related filings require an audit trail of what was assessed and on what basis.
Our read
Standardization through trade associations is important. The vertical needs tech-agnostic, agentic AI-skilled technical providers — it's the clearest example in Brazil today of declared demand for AI agents meeting a shortage of providers.