Applications for your company

See how AI could work in your company

Three practical scenarios: what the team gets, how the process works and how to evaluate the value. Start with something familiar to your business.

Workflow examples for implementation

Banking

Your support agent starts with a draft

InputCustomer question

For the teamReviewed reply

The task: Customers ask similar questions, but agents repeatedly look up product terms and write replies from scratch.
How it works: An assistant receives the question and relevant material from your knowledge base. The model drafts a reply; an agent checks the details and sends it.
What to check in a pilot: Reply preparation time, edits needed and factual accuracy. Review the results with experienced agents.

Telecom

InputInternal documents

For the teamAnswer with a source reference

The task: Procedures, service plans and past resolutions are scattered across systems. New staff struggle to find the right answer.
How it works: Connect internal materials to AI-assisted search. Staff ask a plain-language question, get a short answer and use the source document for details.
What to check in a pilot: Whether staff find a useful answer, how current the source is and how long the search takes.

Public sector

InputIncoming enquiry

For the teamCategory and responsible team

The task: Incoming enquiries need to be read, categorized and assigned to the responsible department.
How it works: AI extracts the main request and suggests a category. Staff confirm the assignment. For local processing, select a suitable open model on infrastructure in Kazakhstan.
What to check in a pilot: Assignment accuracy, the number of manual corrections and the time needed for initial review.

Choose a task your team does every day. We will help you compare models using your own materials.

Which work takes the most time?

What does a good result look like?

Who on the team will review it?

Tell us what you want to achieve. We will help you choose models and a plan.