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Sponge, since 2000
for South African clients

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Services / AI & Data

AI integration into products and processes

Add artificial intelligence to a specific task, with quality checks and clear limits on how it is used.

Your team needs to handle requests, find information or prepare materials from a large volume of data. AI can help with some of these tasks, but its role has to be defined before rollout. So AI integration starts with the process, the expected result and the cost of a mistake. That lets us choose a use case where the benefit can be tested and quality controlled.

We analyse the available data, the integrations required and the rules for handling information, including what POPIA asks of personal information. We build a pilot and test it on your own examples. We define when an answer needs human review and how the system should behave when data is missing. Once validated, we build the chosen use case into your product or workflow.

You get a feature with a defined purpose, a way to verify it and rules for its use. We combine AI, data, development and support, so we can stay with the solution after launch. Describe a recurring task and show us examples of the input and the result you want.

What you get

  1. 01Choosing the task for AI
  2. 02Data and constraints analysis
  3. 03Prototype with quality checks
  4. 04Integration into your workflow
  5. 05Rules for human review of results

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