𝗥𝗲𝗰𝗼𝗿𝗱 𝘁𝗼 𝗥𝗲𝗽𝗼𝗿𝘁 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: 𝗥𝗣𝗔 𝘃𝘀. 𝗔𝗣𝗜 𝘃𝘀. 𝗔𝗜

𝗥𝗲𝗰𝗼𝗿𝗱 𝘁𝗼 𝗥𝗲𝗽𝗼𝗿𝘁 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: 𝗥𝗣𝗔 𝘃𝘀. 𝗔𝗣𝗜 𝘃𝘀. 𝗔𝗜

Choosing an automation strategy for your financial close is hard. You have three main choices.

RPA mimics human actions.

• It works with legacy systems.
• Setup is fast.
• It breaks when screens change.
• Use it for simple data entry.

API-led integration connects systems directly.

• It is stable.
• Data flows in real time.
• Setup costs more.
• Use it for core transaction flows.

AI-native platforms learn from patterns.

• They handle complex tasks.
• They improve over time.
• They need clean data.
• Use them for judgment-heavy work.

Most banks use a hybrid approach.

• RPA for quick wins.
• APIs for resilient flows.
• AI for adaptive intelligence.

Start with a pilot. Automate one process. Measure results. Scale.

Source: https://dev.to/dorjamie/record-to-report-automation-rpa-vs-api-led-vs-ai-native-approaches-406j Optional learning community: https://t.me/GyaanSetuAi