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Success Story

isaac: 50% faster payment processing with AI Agents

To optimize accounts payable and eliminate repetitive tasks, isaac adopted Pipefy AI agents to standardize processes, integrate systems, and boost operational efficiency with end-to-end automation.

Industry:

Financial solutions for education institutions

Headquarters:

Brazil

Company size:

500 to 1000

employees
Use case:

Accounts Payable and Invoices

The challenge

After analyzing Pipefy’s workflow automation solution, powered by an AI Agent, isaac realized the platform could handle repetitive tasks, improve process standardization, and reduce potential human errors. The ability to integrate the tool with both Slack and its ERP system was also a key differentiator.

With Pipefy’s AI Agent in place, isaac automated data extraction and payment processing, connecting workflows that previously relied on excessive manual intervention. The technology allowed the team to focus on analytical work, while AI managed operational execution.

The solution

After analyzing Pipefy’s workflow automation solution, powered by an AI Agent, isaac realized the platform could handle repetitive tasks, improve process standardization, and reduce potential human errors. The ability to integrate the tool with both Slack and its ERP system was also a key differentiator.

With Pipefy’s AI Agent in place, isaac automated data extraction and payment processing, connecting workflows that previously relied on excessive manual intervention. The technology allowed the team to focus on analytical work, while AI managed operational execution.

Results and impact

50%

Faster processing time

$ 29k

Savings from fewer errors

$ 84k

Annual operating cost reduction

Implementing the AI Agent resulted in a 50% reduction in payment processing time. This faster pace allowed the operation to absorb demand without increasing headcount, optimizing daily workflows.

Annual savings of R$144k were generated specifically by reducing operational errors. By eliminating the need to manually open documents and copy and paste data into spreadsheets, the company mitigated issues such as forgetting tax withholdings on invoices, ensuring stronger financial compliance.

In addition, isaac achieved an operational cost reduction of R$420k per year. This amount corresponds directly to a reduction of 2 hours per day (12,000 hours per year) previously spent on manual calculations and repetitive processes, enabling the Accounts Payable team to work more strategically and less transactionally.

About isaac

Part of Arco’s education ecosystem, isaac is the largest financial solutions platform built for education institutions, serving more than a thousand schools across Brazil and ensuring the collection of more than R$ 2 billion in tuition payments.

We had about 60 DARFs with the same due date, and we had to open them one by one to copy and paste data like barcodes and amounts into an ERP payment import spreadsheet. The activity was extremely repetitive, prone to errors, and took approximately three hours of work per day.”
Ingrid Nunes
Mid-level Accounts Payable Analyst

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