E-commerce & Logistics

Same as the financial industry E-commers deal with customers, suppliers, and orders between them. Therefore it is an industry where an organization needs to know about any good or positive event related to customers' accounts as fast as possible. Therefore receiving such information in a real-time mode is vital for many departments from BI to risk, operations, or compliance. And that's what Datamin is good at.

Schedule generation of commercial reports and send them to BI software or directly to stakeholders

Possible pipeline

An example how to retrieve data as SQL

Generared CSV report

Streaming SLA information for order deliveries

With Datamin it is very easy to monitor KPIs but also SLAs for various cases. One of the examples for e-commerce specifically is to detect orders that are not delivered within SLA time.

Potential SLA monitoring pipeline

Potential SQL query to retrieve data

Monitor overpaid orders

In case an organization accepts payments from customers with direct bank transfers, it opens a potential for mistakes made in the references or amount.

The following pipeline can help to control and find overpaid orders.

Potential pipeline

Potential SQL query

Warehouse stock monitoring

With Datamin you can control the size of your stock and send alerts to the operational teams if it is necessary to restock some items:

Example of the pipeline

Example of the message to the ops team

Filtering data sets by various values on the fly

Filtering data from large data sets is one of the most common and important tasks for e-commerce operations. One of the powerful instruments Datamin offers for that is Transformer with GJSON query language.

Let's imagine we have the following dataset and we need to filter it in various ways:

[
   {
      "amount":250,
      "created_at":"2022-10-01 16:01:11",
      "currency":"USD",
      "id":1,
      "organization_id":1,
      "status":"dispatched",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":250,
      "created_at":"2022-10-01 16:01:11",
      "currency":"USD",
      "id":2,
      "organization_id":1,
      "status":"paid",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":3677.2,
      "created_at":"2022-10-01 16:01:11",
      "currency":"USD",
      "id":3,
      "organization_id":2,
      "status":"completed",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":21.87,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":4,
      "organization_id":1,
      "status":"assembled",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":21.87,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":5,
      "organization_id":4,
      "status":"assembled",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":341.76,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":6,
      "organization_id":1,
      "status":"complete",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":2110.76,
      "created_at":"2022-10-01 16:01:11",
      "currency":"USD",
      "id":7,
      "organization_id":3,
      "status":"new",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":127.89,
      "created_at":"2022-10-01 16:01:11",
      "currency":"USD",
      "id":8,
      "organization_id":3,
      "status":"new",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":127.9,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":9,
      "organization_id":4,
      "status":"new",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":344.44,
      "created_at":"2022-10-01 16:01:11",
      "currency":"USD",
      "id":10,
      "organization_id":5,
      "status":"paid",
      "updated_at":"2022-10-01 16:01:11"
   }
]

Let's look at the following 4 examples:

Filter: 
#(status == "assembled")#

Result:
[
   {
      "amount":21.87,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":4,
      "organization_id":1,
      "status":"assembled",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":21.87,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":5,
      "organization_id":4,
      "status":"assembled",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":67.01,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":12,
      "organization_id":2,
      "status":"assembled",
      "updated_at":"2022-10-01 16:01:11"
   }
]

Filter:
#(status == "assembled")#.amount

Result:
[
   21.87,
   21.87,
   67.01
]

Filter:
#(status == "assembled").amount

Result: 21.87

Filter: 
#(amount < 30)#

Result: 
[
   {
      "amount":21.87,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":4,
      "organization_id":1,
      "status":"assembled",
      "updated_at":"2022-10-01 16:01:11"
   },
   {
      "amount":21.87,
      "created_at":"2022-10-01 16:01:11",
      "currency":"EUR",
      "id":5,
      "organization_id":4,
      "status":"assembled",
      "updated_at":"2022-10-01 16:01:11"
   }
]