Optimizing SAP Business One performance with Qlik Sense using incremental loading

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Optimize SAP Business One performance with Qlik Sense

Hector Pincheira

Hector Pincheira

CIO | CTO
Digital Strategy & Technology Innovation

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Optimize SAP Business One performance with Qlik Sense is much more than a technical improvement: it is a quiet revolution in how we deal with data.
For years, many companies have blamed SAP for being “slow,” when in fact the problem lies in loading strategies and abuse of entire processes.

Every night, millions of processes repeat the same error: bring everything back, even if only a small percentage has changed.
The solution lies in a simple but powerful idea: use incremental loading in Qlik Sense and SAP, which updates only what is new or modified.

When Qlik Sense takes control of the loads, SAP is no longer a bottleneck and becomes a living source of intelligent information.


⚙️ What is going wrong in the companies

The “full load” is the equivalent of emptying and refilling a swimming pool every day to clean a leaf.
This habit causes:

  • CPU overload.
  • Slow reporting.
  • Loss of operating time.

Implement incremental loading in Qlik Sense and SAP Business One solves the problem:
only updates what has changed since the last run.

👉 Read Qlik's official documentation on incremental loads and the SAP Business One HANA performance guide.


🚀 How to Optimize SAP Business One Performance with Qlik Sense

Qlik Sense doesn't just visualize: think before you show.
Its scripting engine can replace much of the work of a traditional ETL, without additional licenses.

Implement incremental loading in Qlik Sense and SAP generates measurable results:

Impact variableFull loadIncremental load
Charging time2 h 45 min14 min
SAP HANA CPU impact88%19%
Network transfer12 GB900 MB
Possible frequency1 time/dayHourly
Annual cost100%20%

(Actual data: SAP Business One + Qlik Sense Enterprise, 2025)

A well-designed incremental charge can save more than 80% in operating costs.


🧩 Why incremental loading in Qlik Sense and SAP is strategic

  • Speed = opportunity: fresh information every hour.
  • Lower load = higher stability: less downtime, more performance.
  • Governance: clean, auditable and reliable history.
  • Real savings: less hardware and support.
  • Scalability: BI without hitting the ERP again.

👉 Discover also my article “SAP in Action: how to avoid self-boycott and turn it into your best investment.”.

🧭 How to apply incremental loading in Qlik Sense and SAP

Imagine SAP is a library: every night you check out millions of books, even if only a few of them change.
The incremental load reviews only new or updated books.

The incremental charge reviews only new or updated books.
Thus optimize SAP Business One with Qlik Sense, letting the ERP breathe and Qlik act as its brain.


⚙️ Simplified logic flow

  1. Detect if historical QVD exists.
  2. If it does not exist, create the first one (initial full load).
  3. Consult new or modified records.
  4. Merge with history.
  5. Save the updated QVD.

🧠 Basic script

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Expected results:
10 times faster loads, stable SAP and fresh data.


Premium members get access to the advanced version of the method with anti-duplication, tracing and automated monitoring.

⚙️ Advanced Version - Optimizing SAP Business One with Qlik Sense

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    ⚡ Conclusion.

    Behind a fast dashboard is architecture, not luck.
    Every line of code is an engineering lesson:
    it's not about speed, it's about operational intelligence.

    When you apply incremental loading in Qlik Sense and SAP, your BI ceases to be a reflection and becomes a living system.
    The problem was never SAP, was the way we asked for the data.

    Listen to the Podcast of the article

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