The communication trail
The problem
The client's biggest concern was losing track of a property's progress. One deal can involve a seller, several prospective buyers, viewings, offers and promotions over weeks or months, and that history was split across spreadsheets, audio files and WhatsApp chats.
The solution
A chronological trail for each property, powered by AI summaries of recorded calls. The calls arrive through a companion mobile app with no interface of its own: it runs in the background on agents' phones, records calls and syncs them to the system, showing a short message once each recording has synced, so agents have nothing new to learn. Every entry shows the date, who was involved, what happened, and a one-line summary such as "Visit: Done. Not happy. Need more space." Colour-coded tags mark the stakeholder (seller or buyer) and the action (visit, offer, link shared, promotion, close). Deal-stage markers such as "Sell in progress" break the timeline into phases, outcome markers like "No interest" show where a buyer dropped off, and call audio, images and shared links attach to the entry they relate to. Deleted entries stay visible as struck-through records, so the history can never be silently rewritten.
On the admin dashboard, management sees a summary of every property's trail and status. Sorting by date lets them spot stalled properties and step in before a deal goes cold.
Why it works
Tags let agents and managers scan a deal's history in seconds, and short, structured summaries replaced hours of audio no one had time to replay. The core layout stayed unchanged for the entire project, only expanding to support new roles and attachments, which showed the original structure was flexible enough to grow. This feature turned a data entry and matching tool into an insight-driven system.
























