AI agents
AI agents for real operational workflows
We build assistants that retrieve information, draft responses and perform approved actions with human oversight.
Discuss your project →Use cases
An agent can work with internal documents, knowledge bases, CRM, ERP or service systems. Action boundaries, roles and sources are defined before launch.
- Document search and grounded answers
- Draft emails and reports
- Request and document classification
- In-workflow guidance for employees
Control and verification
We design source references, logging, access levels and confirmation for critical operations. Where human judgement is required, the agent does not act autonomously.
From prototype to integration
We start with one measurable scenario using approved data. After quality validation, we integrate it into operational systems, document it and transfer knowledge to your team.
Frequently asked questions
Frequently asked questions
How is an AI agent different from a chatbot?
A chatbot mainly holds a conversation. An agent can use tools and data to perform a defined process within approved boundaries.
Can the model see every document?
No. Access is designed around user roles and your organisation's policies.
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