Websites, marketing and automation
Язык сайта / Site language / Сайт тілі
РусEngҚаз
Kazakhstan · Working remotely+7 777 458 11 11
AI implementation for businesses in Kazakhstan

Your knowledge in every answer. Your team focused on what matters.

Customers keep asking the same questions while staff search through documents? We configure an AI assistant around your company’s materials to explain services, find information and prepare enquiries for a human conversation.

See a scenario example
Where to begin

Start with the question you hear every day.

Choose one scenario where the team could use help. We check it against your examples before deciding what is worth expanding.

Help customers understand

Explain services and terms using agreed materials, clarify the customer’s needs and pass the conversation context to a colleague.

Find an answer for staff

Search instructions and the knowledge base for relevant information, especially where repeated questions interrupt experienced colleagues.

Prepare an enquiry

Collect the task description and necessary details. We agree how it reaches email, a work tool or CRM after checking the connections.

Scenario example · demonstration

The first conversation starts with context.

This is how a typical enquiry could be handled. The answers, questions and handoff rules are configured for your company.

Customer: “I need a website. Where do I start?”

The assistant asks what the company offers and what the website needs to do. It answers routine questions using approved materials.

For the colleague: a business description, the task, customer answers and questions that need a personal discussion.

An illustration of a possible scenario, not a report on a client implementation. Pricing decisions and customer commitments stay within agreed limits.

Useful help. Clear boundaries.

Answers from your materials

Agree on information sources and how they are updated. If an answer is missing, provide for a clarification or human handoff.

Only agreed actions

Define what the assistant may do and which data it can access. Check connections before making commitments about system capabilities.

Test before expanding

Collect routine, complex and incomplete questions. Check answer quality, human handoff and the agreed limits.

How implementation works

First, make sure it helps.

Understand the task

Identify repeated questions, who answers them now and where the information lives.

Agree the first stage

Choose the scenario, materials, channel, limits and how the result will be checked.

Configure and test

Build the solution and test agreed examples together with your team.

Put it to work

Explain how to use the assistant and update its materials. Discuss support and future development.

What to bring to our first conversation

A few real customer or staff questions, an example instruction and a list of your tools. A task description is enough for an initial estimate; please do not submit confidential documents through the form.

The cost starts with your task.

An assistant for one knowledge base and a solution with several integrations involve different scopes. We agree on the work, estimate and recurring costs before starting.

Materials and scenarios

The volume and readiness of information, number of tasks, and answer quality and testing requirements.

Channels and integrations

Where the assistant works, which tools it exchanges data with and what access is required.

Ongoing operation

Model and third-party service use, hosting, updates and support depend on the chosen solution.

You do not need to automate everything at once.

Choose one recurring task. We will propose a first stage to check its value to the team and understand the cost of further work.

Questions to discuss before implementation.

Do we have to replace our CRM or other software?

We start with your existing tools. Integration depends on access and the capabilities of each system. If the first task does not need an integration, we do not add it automatically.

Will the AI answer without mistakes?

Mistakes are possible. We therefore limit sources and actions, test examples and define when a person should take over. We cannot promise absolute accuracy.

Can it work in a messenger or on a website?

We discuss your preferred channel and check technical feasibility, service terms and available connection methods. We agree the scope after that check.

What happens to our company data?

Before connecting anything, we agree which data is needed, where it is processed and stored, who has access and which external services are involved. These conditions depend on the solution and are agreed before materials are transferred.

How do we know the first stage is ready?

We agree on examples and acceptance criteria upfront: relevant information is found, answers match materials, limits are respected and complex enquiries reach a person.

How long does implementation take?

The timeline depends on material readiness, scenarios and integrations. We include it with the estimate after discussing the task.

Which routine task would you delegate first?

Describe a recurring task and the tools your team uses. We will suggest where to start and what to check before implementation.

Mzory Group LLP receives your enquiry details to respond about your project. Form contents are stored on a server in Kazakhstan.