Business automation and integrations.
We connect business tools and reduce manual transfers between them. Bots, integrations and AI assistants are built for specific tasks described in advance.
Who this is for
For teams that copy data repeatedly, process enquiries manually or look for information across several systems. We begin with one process, its participants and a clear outcome.
What we do
Process mapping
We describe input data, staff actions and the expected result, identifying exceptions that need a person to step in.
Integrations and bots
We review the APIs of your existing systems and implement data exchange, notifications or a Telegram bot within the agreed scope.
AI assistant boundaries
Where AI fits the task, we define information sources, permitted actions and how complex cases reach a staff member.
Scenario checks
We check common requests, errors and unavailable external services, then discuss support and future changes.
What shapes the budget
Bots, CRM integrations and AI assistants with a clear scope. We connect your tools and automate repetitive processes.
The estimate depends on the number of systems, API quality, processing rules and exceptions. Licenses, model usage and external service plans are separate from development costs.
Related projects
These case studies cover integrations and digital workflows. They are not presented as AI assistant deployments.
Questions about this service
Does automation always need AI?
No. Rules, APIs and a conventional bot may be enough. We assess AI against the process, available data and the requirements for the result.
Can you connect the services we already use?
We first check each service’s API, access permissions and restrictions. We then propose the integration scope and discuss the cases that will stay with staff.
How do we estimate a small task?
Describe where the data comes from, what a staff member does with it and the result you need. Examples without personal or confidential information help define the first stage.
Start with your challenge.
Tell us about the product, its users and the features you need. We will discuss the scope and prepare an estimate.