Use Case Gallery

Real problems that AI agents solve. Each case is based on concrete operational scenarios from the Brazilian market.

Real problems AI agents solve

Intelligent Accounts Payable Pipeline

Maximum Impact

Desafio

200+ invoices arrive by email monthly. A team of 3 opens each PDF, types data into ERP, checks against purchase orders, schedules payments.

Agente de IA

Agent reads the email, extracts PDF data, validates against purchase orders in ERP, posts and schedules payment automatically.

85% reduction in processing time

Bank Reconciliation with Fuzzy Matching

Quick Win

Desafio

Bank reconciliation fails when descriptions don't match or dates are off by 1-2 days. 40% of transactions need manual intervention.

Agente de IA

AI agent adds a fuzzy matching layer. Reconciles by approximate values, similar descriptions, and date ranges.

95% auto-reconciliation vs 60% with rules only

Contract Risk Scanner

Growth Opportunity

Desafio

Legal team reviews 50+ contracts/quarter looking for penalties, auto-renewal, unfavorable jurisdiction. 2 hours per contract.

Agente de IA

Agent reads PDF/Word contracts, identifies risk clauses, extracts critical dates, generates executive summary with alerts.

15 minutes per contract instead of 2 hours

Intelligent NFS-e Tax Validation

Maximum Impact

Desafio

NFS-e issuance with wrong service code, incorrect tax rate, or inconsistent recipient data. Each error = reissuance + potential fine.

Agente de IA

Agent automatically validates service code, municipal tax rate, and recipient data before portal submission.

Zero fiscal rework. Elimination of issuance error fines

Intelligent Email Triage

Quick Win

Desafio

Shared inbox with 100+ emails/day mixing orders, complaints, quotes, spam. Nobody knows what's priority.

Agente de IA

Agent reads each email, classifies by intent, extracts relevant data, routes to the correct department with a summary.

70% faster response. Zero lost emails

RPA + AI for NF-e XML Processing

Advanced

Desafio

RPA already imports NF-e XMLs into ERP. But it doesn't verify if tax codes are correct for the product. Errors only surface during audit.

Agente de IA

AI layer on top of existing RPA validates fiscal classification against product catalog before posting.

Elimination of retroactive fiscal reclassifications

Automatic Meeting Minutes Generation

Initial Experiment

Desafio

Nobody takes minutes. Decisions get lost. 3 months later: "what did we agree on?"

Agente de IA

Agent transcribes audio, identifies decisions, assignees and deadlines, generates formatted minutes, distributes via email/Slack.

100% of decisions documented. Zero memory dependency

B2B Churn Monitor (Skorly.ai)

Maximum Impact

Desafio

You find out a client is unhappy when they cancel. The signs were in the emails, in the tone of messages — but nobody saw them.

Agente de IA

Agent monitors B2B communications, analyzes sentiment, identifies dissatisfaction signals, generates proactive alerts with risk scores.

Intervention 30-60 days before churn. Proactive retention