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AI agents & business workflows
We build AI software for work that depends on documents and company knowledge. It can gather information, prepare drafts and use approved tools, while your team keeps decisions that require judgment.
Talk about AI for your businessStart with the work, not the agent.
We examine a specific workflow with the people responsible for it. Which steps are repetitive? Where does judgment matter? What makes a result acceptable? Together we select a bounded use case and establish its current time, cost and quality. This gives the project a business baseline and makes a decision to proceed meaningful.
Give AI context and controlled access.
We connect the documents, knowledge and applications required for the task. Retrieval, structured data and tool integrations give the agent relevant context. Permissions, validation and explicit approval points define what it may do. A system should expose uncertainty and escalate exceptions rather than silently turn an uncertain answer into an action.
Evaluate the complete task.
We test representative inputs, difficult cases and integration failures. Evaluation covers the quality of the output, whether the intended task was completed, the effort required for human review and the cost of execution. We agree acceptance criteria before rollout and retain a way to compare changes in prompts, models and workflows.
Engineering in practice
TenderPro: AI that works with the detail of Polish tenders.