Financial reengineering: how AI is transforming the CFO into the strategic protagonist of the business

The era of static spreadsheets and historical records is coming to an end. What was once seen as a strictly operational support area, focused on "closing the month" and controlling costs, is now undergoing a financial re-engineering .

In the most recent episode of the Builders Podcast , market experts discussed how the convergence of data, automation, and Artificial Intelligence (AI) is redefining the role of the CFO. The transformation goes far beyond technology: it's about a mindset , making finance the key strategic partner for the business.

What is financial reengineering?

Financial reengineering isn't just about replacing software or digitizing invoices. It's about completely redesigning processes to eliminate latency and operational bottlenecks. The main goal is one-touch in accounts payable and predictive intelligence in accounts receivable.

The end of "spreadsheet culture"

For decades, areas such as finance, HR, and legal operated under limited productivity packages, where the spreadsheet was the main tool. However, in a highly competitive environment, the cost of customizing reports in traditional management systems (ERP) was prohibitive in terms of both time and money.

Reengineering proposes migrating this model to smart ecosystems, where data flows seamlessly through APIs and platform integration.

Artificial intelligence as an engine for operational efficiency

AI is not meant to replace finance professionals, but to free them from repetitive tasks that add no value.

1. Automatic download and payments via Pix

One of the major historical bottlenecks is bank reconciliation. Traditionally, the process depended on CNAB files that took up to 24 hours to process. With modern automation and the use of banking APIs, the time for clearing a payment via Pix has dropped to less than a minute . This frees up credit and accelerates the delivery of service to the customer instantly.

2. Intelligent receivables management

AI allows for real-time resizing of the collection process. Instead of treating all defaulters the same way, intelligent systems analyze which channel (WhatsApp, email, or phone call) generates the best engagement for each customer profile, avoiding wasted resources and reducing churn ( cancellations).

3. Purchase Automation and XML

Through tools like Skyone Studio , companies are already automating the import of XML invoices. AI verifies the purchase order against what was invoiced at the time of issuance. If there is a discrepancy, an alert is generated even before the merchandise arrives at the warehouse, allowing for proactive correction and increasing shelf replenishment speed.

From the historical CFO to the strategic CFO

One of the most radical changes highlighted in the debate was the evolution of the CFO profile. In the past, time was invested in recording past events, "looking in the rearview mirror.".

Currently, strategic CFOs need predictive information to make decisions that affect the company's future today.

The concept of business partner

With technology taking over the operational burden (the so-called enabler agent ), the finance area assumes a leading role as a Business Partner . It begins to provide critical data to sales and marketing areas, directly contributing to the company's growth journey.

Vibe coding: the natural language programming revolution

The concept of Vibe Coding was one of the highlights of the discussion. It represents breaking down the technical barrier: the possibility for business people to create systems and automations using natural language, without needing to master languages ​​like Java or Python.

This gives the autonomy to create their own productivity hacks. One example cited was the creation of a complete onboarding page in just 40 minutes, a task that previously would have taken days and depended exclusively on the IT team.

Overcoming fear and building credibility

Despite the advantages, cultural resistance still exists. Many professionals fear that AI will steal their employability. However, the view shared by leaders is the opposite: fear paralyzes, but curiosity and continuous learning lead to proactivity.

AI provides any manager with their most precious asset: time . The challenge now is what to do with this extra time to innovate and generate greater returns for shareholders.

Do you want to delve deeper into these insights and understand how to apply reengineering to your business?

The full conversation between Adriana Campanholo (Skyone), Fernanda Quinot (Sosis) and the Builders team provides even more technical details and practical examples of how technology is transforming the Brazilian financial market.

🎧Listen to the full episode of the Builders Podcast on Spotify

Written by Skyone