GenAI Development
Published on 28 Oct 2025
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A unified customer memory for sales and project teams with GenAI
Impact
No more “who knows this?” moments
A-Insinöörit needed to help their sales team quickly access and understand valuable customer information hidden in their CRM system. The intelligent assistant now saves hours of preparation time and gives teams an easy way to see the full customer picture before meetings. This enables more meaningful conversations and helps build stronger, more personalized customer relationships.
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Reduction in meeting preparation time
Standardized reports in sales meetings
Customers experience smoother collaboration
Increased awareness on sales and project activity in any service or client segment
Challenge

As A-Insinöörit continues to grow, managing customer information has become increasingly complex. Salespeople and project managers struggled to form a complete view of customer interactions and history before meetings.

Key insights were scattered across systems, making it harder to prepare effectively and stay aligned.

Solution

We developed a GenAI-powered assistant with two core functions. First, it automatically generates standardized customer status reports on a set schedule for recurring sales meetings. Second, it provides a chat interface where users can ask precise questions about customer data and history.


The solution leverages both structured and free-text CRM data, integrates via APIs into existing systems, and was seamlessly integrated into A-Insinöörit's CRM in collaboration with their development team.

Result

Teams can now prepare for meetings with deeper insight into each customer's situation and projects - right from the first conversation. This helps customers feel understood and engaged, which builds trust and makes collaboration smoother.

The solution also enhances cross-selling by surfacing relevant opportunities from the data and bringing them into discussions at the right time. Even during rollout, A-Insinöörit has already gained faster access to customer insights, reducing manual search effort and freeing time for client engagement.

By strengthening preparation, supporting cross-selling, and deepening dialogue with feedback data, the solution helps turn internal data into a lasting competitive advantage.

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