Unified commercial records
Create reliable definitions and pipelines for product, sales, customer, partner, and regional data without hiding source differences.
Commercial intelligence
Commercial Intelligence Built Around Your Real Market
Agdali builds systems that turn fragmented commercial data into a usable view of products, customers, channels, and regions. The result is not another disconnected dashboard: it is a data product shaped around the decisions your commercial team needs to make.
When commercial data is not yet intelligence
Useful signals often exist, but they are split between spreadsheets, partner reports, loyalty activity, operational systems, and local knowledge.
- Sales and product data arrives in different formats and cannot be compared consistently.
- A brand lacks visibility where distributors or retailers own the final customer relationship.
- Commercial teams spend time assembling reports instead of investigating what changed and why.
- Customer or loyalty activity is collected but remains disconnected from product and channel performance.
What a commercial intelligence system can include
Decision-focused reporting
Design views for specific questions—such as product movement, channel performance, participation, or regional gaps—rather than generic chart collections.
Loyalty and field data products
Connect programmes, submissions, receipts, rewards, and partner activity to the commercial picture they are intended to improve.
Data quality and review workflows
Make uncertain, incomplete, and conflicting records visible so teams can correct them before they drive a decision.
How we build useful commercial intelligence
- 01
Start from decisions
We identify who will use the information, which decisions recur, and what evidence those decisions currently lack.
- 02
Map and validate the data
We trace sources, definitions, ownership, gaps, and quality constraints before promising a unified view.
- 03
Deliver the operational product
We build the collection, review, analysis, and reporting experience together so insight can become part of everyday work.
Relevant work
How Baumit connected loyalty activity to commercial insight
Baumit Klub keeps receipt evidence attached to structured product records and gives the team a clearer view across regions and sales channels.
Read the commercial intelligence case studyCommercial intelligence questions
Is this a dashboard project?
A dashboard may be one interface, but the harder work is collecting, defining, checking, and connecting the underlying records. We treat the complete workflow as the product.
Can this work when retailers or distributors own the sales relationship?
That is a common reason to build a focused data product. The design can use partner feeds, field activity, loyalty participation, submissions, or other permitted sources to improve visibility without pretending unavailable data exists.
Do you require a perfect data warehouse first?
No. We can begin with a bounded decision and a small number of sources, while making data gaps explicit and leaving room for a stronger platform over time.
Related services
What commercial question is hardest to answer today?
Bring the question and the data sources your team currently uses. We will map a practical path from fragmented records to a useful decision system.