From the customer conversation to a structured database — in real time
How an AI-supported app automates field sales reports and makes conversation data ready for analysis immediately.
Starting point
The field sales team of a mid-sized company held dozens of customer conversations every day. The documentation that followed was a familiar problem: reports were written by hand — often only hours after the conversation — and ended up in different formats in different systems. Sales management had no timely overview of customer sentiment and needs, and systematic analysis was practically impossible.
Reports were written manually, late, and in inconsistent formats
Important details of the conversation were lost between the appointment and the write-up
No consistent data structure — analysis was possible only with a great deal of manual effort
No real-time overview of conversation topics, customer sentiment, or open needs
Solution
A progressive web app (PWA) was developed that runs on any smartphone — with no installation through an app store. The decisive advantage: the app works fully offline. Field sales staff record their impressions by voice or a short note immediately after the conversation, even in areas without mobile reception. As soon as a connection is available again, the recordings are transferred to the server automatically. There, an AI transcribes the voice data, extracts the relevant information, and converts it into a consistent, structured form — ready for analysis.
Progressive web app — runs on any smartphone, with no app-store installation required
Full offline capability, with automatic synchronization once a connection is available
AI-supported transcription of voice recordings into text
Automatic structuring: free text is transferred into defined data fields
Seamless integration into the existing database and analytics landscape
Results
The solution changed the documentation process fundamentally. Instead of summarizing reports at the end of the day, field sales staff record their impressions immediately after the conversation — in under two minutes. The data is available in structured form at once and flows automatically into the existing analytics systems.
Documentation effort sharply reduced
Instead of 15–20 minutes of manual report writing per conversation, a voice note of a few minutes is now enough.
Capture without gaps
Because the app is simple to use and works offline, nearly all conversations are now documented — previously the share was substantially lower.
Data ready for analysis immediately
The structured reports are available in real time — sales management and specialist departments can recognize trends, sentiment, and needs without delay.
Higher data quality
Because the record is made immediately after the conversation, the content is more detailed and more accurate than summaries written afterward.
Services used
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