Turning Dormant Support Calls into a Growth Engine with Botica AI
- Guy Shkolnik
- May 28
- 1 min read
I would like to share a recent project that perfectly illustrates how a seemingly “static” trove of support calls can become a gold mine of insights and business value.
The Challenge
A leading software vendor had tens of thousands of archived customer-service conversations. Buried in those recordings were clues about feature gaps, friction points, and untapped upsell opportunities—but the volume was simply too big for any human team to sift through.
Step | What Botica AI Did | Impact |
1. Conversation Mining | Analyzed every historical call, mapped recurring patterns, and surfaced product strengths and failure points. | Instant visibility into the why behind tickets and churn. |
2. Auto-Generated Knowledge Base | Produced a comprehensive help center plus ready-to-use answer scripts—in minutes, not months. | Support content stayed fully aligned with real-world issues. |
3. Real-Time Smart Agent | Deployed an AI agent that serves insights to reps and customers on demand, creates fresh dialogue flows, simulations, and knowledge quizzes. | Faster first-call resolution and continuous rep upskilling. |
4. Continuous Analytics Loop | Botica’s analytics module now detects emerging trends and recommends proactive fixes. | The product and service teams gain a live feedback radar for ongoing improvement. |
The Secret Sauce
Botica’s unique ability to transform “sleeping” data into a self-learning, ever-evolving system. Instead of one-off reports, the organization now has an intelligent engine that keeps sharpening itself—and everyone who uses it.
The takeaway? Your existing data already holds the answers to your next growth leap. When you have the right tools to unlock it, insight turns into impact—fast.

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