What is important at this stage

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Formulating the pilot's goals is essential - without this it is impossible to evaluate his results,
It is necessary to allocate at least a month for technical processes. Even if you already have the infrastructure, there will still be questions about coordinating additional cameras, etc.,
Data starts to arrive from the first day, but representative results and analytics are formed based on the results of the first month,
After two months, another optimization of the models takes place.


Step 4. Start using
The pilot is not just a test. Based on its results, a senegal telegram database system has already been built, thanks to which the bank can understand the picture at each point of sale during the day across the entire network of branches.

More importantly, decisions about next steps can be made based on information including:

the ability to convert traffic passing by a retail outlet,
the efficiency of window dressing (sales start before the customer enters the branch), the feasibility of introducing digital design technologies,
areas of work with personnel on regulations.
The next step is scaling — rolling out the solution to all departments. The time frame depends on the technical equipment and necessary modifications, which begin after the agreement is agreed upon and the contract is signed.

From the point of view of IT and technical integration, the system is already ready, although sometimes optimization of models may be required. Usually the developer provides access to his personal account or the API solution is integrated into the personal account of responsible bank employees.

In addition to extensive development, intensive development is also possible, i.e. adding new scenarios for using analytics. They develop what has already been achieved.

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Traffic analysis can also be used when opening new points, although other AI technologies are involved here. If you build a serious model for optimizing a large retail chain, geoanalytics is involved.

In addition to the reaction to the display windows, you can analyze which advertising materials and their locations inside the branch are the most effective (it happens that a poster hangs, but no one looks at it) - this is a way to optimize the costs of marketing materials.

Further optimization of employee work may include new parameters: presence on site, presence of the client in the office when registering the product (anti-fraud), matching the visitor and the client, etc.