Why customer needs this

• Having a daily view of how much sales have been transacted through which channel allows customer to react quickly on identifying trends that are not consistent with expectation. Allowing our customer to make decisions on any reallocation of channel spent.

Difficulty customer faces before engaging us

• Channel information is usually derived from the payment method and requires mapping and grouping for accurate interpretation. Carrying out this process in Excel can be labor-intensive and increase the manual workload.
• The existing POS system used by many of our customers lacks the flexibility of drilling down. Compiling this information outside of the POS requires significant manual effort, introducing potential errors.
• Often, our customers operate not just a single POS, but several POS and Ecommerce platforms. They must manually combine these to gain a holistic view, which again invites manual effort and potential errors.
• Comparative analysis across multiple periods is not found in many of the POS systems we have worked with.
• As data volume increases, manually processing it through Excel becomes increasingly slow and inefficient, eventually rendering it unfeasible.

Systems we extract data from

If your systems is not in here we will extract data from it. We either collect the data via API, direct database, system ftp or scraping downloaded system reports.

The dimensions and metrics are subjected to those available in the system you use