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12 use cases
Source checked means automated checks passed. Reviewed by Mario means personally checked. Summaries are AI-assisted; claims and results belong to the linked sources.
A New Mexico franchise operator uploads restaurant cash records and bank data to ChatGPT Work for monthly reconciliation. He reports reducing the task from three hours to five to ten minutes. These are operator-reported timings, without an independent audit.
Capitec used Microsoft 365 Copilot for Finance for a reconciliation previously handled through numerous lookup formulas. The bank reports that one employee's process fell from six hours of weekly work to one minute per session. This is a specific workflow result, not a bank-wide average.
Commerzbank uses Gemini to transcribe advisory calls, extract relevant facts and draft German documentation for human review. The customer-authored vendor post reports reducing work taking over 60 minutes to a few minutes. It includes architecture details and a sample implementation.
Campfire uses Claude to parse bank statements, identify discrepancies and answer financial questions through Ember. The company reports 90% less reconciliation time and monthly closes shortened by three days on average. These are customer outcomes reported by the vendor, without a published study.
A Funai Soken consultant used Gemini-generated code to build tablet applications recording production work times. These records support labor-cost analysis. The vendor story says 80% of that consultant's manufacturing clients use the application; it does not quantify financial savings.
Iteratec's MAIA combines booking data with visual interpretation of reference invoices to handle differing formats and anonymization requirements. t3n reports 20% greater processing capacity and involvement in 90% of invoices. Full automation of 90% to 95% was a target, not the reported achieved result.
Thomson Reuters uses Claude through Amazon Bedrock within CoCounsel to synthesize tax and legal reference material using retrieval. Expert validation supports its quality process. The story includes customer expectations of time savings, rather than a measured tax-research productivity result.
The Village Store's two-person team uses Gemini in Sheets for accounting. Google's customer roundup gives no quantified savings.
BBVA's Credit Analysis Pro GPT extracts information from annual reports, ESG disclosures and news for risk analysts. Faster assessment is claimed; the story gives no workflow-specific savings measurement.
DBS deploys chains of 70 to 80 specialized agents to synthesize financial, regulatory and market information for credit memoranda. Google describes production use with human oversight, without quantified time savings.
The Patrick J. McGovern Foundation uses Claude in Grant Guardian to extract financial indicators from nonprofit documents and prepare standardized profiles. The republished Anthropic case reports use by over 100 US philanthropies and qualitative time savings. Funding decisions remain with people.
A developer built a browser application that sends receipt images to Gemini, returns editable structured records and exports CSV files compatible with Money Forward accounting. A hosted demo and repository are linked. The author reports API retries but provides no accuracy benchmark.
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