Generative AI
Generative AI is AI that produces text, summaries or drafts from instructions. It is most useful when connected to business context: internal data, company rules and the applications your team uses every day. MBT builds that integration layer.
Generative AI Development, AI Copilot
Business problems
Customer replies, reports and routine documents are written from scratch every time.
Long reports, tickets and conversations have to be read in full to get the point.
Employees paste company data into public AI services without any control.
What we build
An assistant inside internal applications that drafts content, answers questions and handles routine tasks.
Automatic summaries of reports, tickets, conversations and long documents.
Direct question answering over documents with source references.
Instructions, topic limits and output validation so answers stay consistent with company policy.
Example applications
Service teams get reply drafts based on ticket history and the knowledge base.
Managers receive summaries of operational activity from system data.
Letters, minutes or proposals are drafted from templates and existing data.
Architecture & approach
AI output always passes a control layer before it reaches users.
Relevant data is pulled from systems according to the user's access rights.
Prompts and topic limits follow company policy.
Output format and content are checked, with human approval for important actions.
Usage, cost and feedback are recorded for regular improvement.
Technology & integration
Deployment
| Option | Description | Best for |
|---|---|---|
| Model via API | High quality and a fast start, with control over the data sent. |
|
| Private model | Open-source models on internal servers for data that must not leave. |
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Specializations
Enterprise knowledge chatbots that answer from internal documents with source references and per-user access control.
Explore RAG DevelopmentOCR, document classification and data extraction from invoices, purchase orders and import documents, validated before entering systems.
Explore Document AITranscribe voice recordings and meetings into text that can be searched, summarized and passed to work systems.
Explore Speech-to-TextClassification, recommendations and AI steps embedded in workflows you already run.
Explore AI AutomationAI agents that run multi-step work with restricted tools, clear logs and human approval.
Explore AI Agent & Agentic WorkflowGenerative AI, RAG and document AI integrated into enterprise workflows with clear data controls.
Explore AI Development & IntegrationFAQ
Tell us about your context and goals. We will help map the solution, priorities and an initial estimate.
