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See how Singaporeans are working smarter with Google AI
Streamlining a 5-hour accounting workflow to 15 minutes with Gemini
“As a Chartered Accountant, I wanted to leverage AI to reshape our finance workflows, but I needed a practical way to apply it without deep technical expertise. I used Gemini to streamline five hours of weekly manual effort spent extracting unstructured document data, performing reconciliations, and preparing accounting entries.
To ensure maximum accuracy, structured the process into three specialized steps on Gemini with human checkpoints in between. The first step extracts the data, the second prepares double entries, and the final step verifies the file for system posting. Exposing Gemini only to relevant data at each stage minimized hallucination risks and gave me full visibility into how the AI reached each result.”
To ensure maximum accuracy, structured the process into three specialized steps on Gemini with human checkpoints in between. The first step extracts the data, the second prepares double entries, and the final step verifies the file for system posting. Exposing Gemini only to relevant data at each stage minimized hallucination risks and gave me full visibility into how the AI reached each result.”
Cutting multi-format billing time by 95% across thousands of projects
“Managing billing across thousands of projects meant dealing with documents arriving in every imaginable format. I wanted to see if I could automate this repetitive task using Google AI to give our team time back.
I built an automated billing pipeline using Gemini in Google Docs for standard files, integrated with Cloud Vision API to accurately process messy scanned images and emails whenever confidence scores dropped. The system automatically cross-checks records, posts results to a central portal, and flags discrepancies for human review.”
I built an automated billing pipeline using Gemini in Google Docs for standard files, integrated with Cloud Vision API to accurately process messy scanned images and emails whenever confidence scores dropped. The system automatically cross-checks records, posts results to a central portal, and flags discrepancies for human review.”
Turning 3 hours of campaign analysis into a 10-minute workflow
“Deciding on market expansion by manually analyzing past campaign performance across countries, channels, and customer stages used to take up to three hours of sifting through dense spreadsheet data.
I used Gemini to complete that entire analysis in about ten minutes. To guarantee precision, I built in strict guardrails: Gemini proposes its methodology for human approval before proceeding, and every figure it cites links directly back to a specific row in the source file for easy verification.”
I used Gemini to complete that entire analysis in about ten minutes. To guarantee precision, I built in strict guardrails: Gemini proposes its methodology for human approval before proceeding, and every figure it cites links directly back to a specific row in the source file for easy verification.”
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