AI applications

Document intelligence, knowledge assistants, and workflow automation, with evaluation and human oversight built in.

We identify where AI may help a team work with documents, search approved knowledge, or handle repetitive tasks. Before selecting a model or tool, we define the task, the available information, and how quality will be evaluated.

Access boundaries, source references, uncertain answers, and human review are part of the application design. An AI feature should earn its place through usefulness, not simply through novelty.

For a document assistant, we start with a set of real questions and approved source files. We test whether answers cite the right documents, how the assistant handles gaps, and which decisions need review by a person before the tool is used in a live workflow.