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Case Study

Sales Tracking: 99.5% Fewer Operations, Implemented in 30 Minutes

A fast-growing sales team got near real-time performance tracking while cutting Make.com operations by 99.5%. That freed up capacity for more automations without extra cost.

Sales Tracking: 99.5% Fewer Operations, Implemented in 30 Minutes
01 · Starting Point

Where the time was going.

The sales team was tracking key performance metrics for its opening team: call attempts and successful connections, across multiple sales reps. The existing automation worked, but it was highly inefficient. Every call was processed individually, burning unnecessary platform resources.

With 120,000 operations per month for call tracking alone, the company was hitting platform limits. That blocked further automation projects.

The biggest challenges

  • Individual processing of every call attempt and connection
  • Excessive operation usage (120,000 ops/month)
  • Only one update per day
  • Scaling concerns as call volume grew
  • Platform limits blocking further automations

"Our call tracking worked, but it was eating up resources we needed for other automation projects. We needed a more efficient solution that could grow with our team." – Operations Manager, Sales Organization

02 · Implementation

What we built.

Through advanced scenario optimization in Make.com, we implemented an array-based approach that fundamentally changed how call data was processed and aggregated.

The building blocks

  1. Advanced array aggregation
  2. Efficient data filtering
  3. Scalable processing architecture
  4. Parallel data streams
  5. Resource-efficient update cycles
03 · Result

What it delivered.

The optimization had an immediate, dramatic impact: operations dropped from 120,000 to just 600 per month, a 99.5% reduction. At the same time, update frequency doubled to twice daily, so sales management now gets its numbers faster.

And the system scales effortlessly: whether it's 100 or 1,000 calls a day, operation usage stays the same.

The numbers

Before:

  • 120,000 operations per month
  • One update daily
  • Individual processing of every call
  • Limited scalability

After:

  • 600 operations per month
  • Two updates daily
  • Bulk array processing
  • Unlimited scalability

"What impressed us most was that this optimization was implemented in just 30 minutes. We now have the capacity to automate many more parts of our sales process without higher platform costs." – Sales Operations Lead

04 · What's Next

Where it goes from here.

With the optimized system and the freed-up platform capacity, the organization can now extend its automation across the entire sales cycle, including setter and closer processes. The scalable foundation supports growing teams and call volumes without hitting platform limits.

Ready to optimize your automations? Book a free analysis

BEFORE:

Make.com scenario before optimization

AFTER:

Make.com scenario after optimization
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