What we can
build together.

Looking up information, preparing a draft, calling a tool. We define what an agent can do, which data it can access and when it must involve a person.

• Natural-language interfaces to support everyday work.
• Connections to tools and APIs with limited permissions.
• Human approval for actions that require it.

Finding a procedure or consulting an archive should not mean opening dozens of files. We design RAG systems that first search selected documents, then use their content to build an answer.

• Search across manuals, procedures and internal documents.
• Source references and access based on user roles.
• Content updates and checks on answer quality.

A request arrives, is classified, reaches the right person and updates the system. We design and connect these steps, leaving exceptions and decisions with people.

• Routing requests and documents.
• Coordinated notifications, approvals and updates.
• Task status and recovery of interrupted workflows.

Business software, CRM tools and archives often hold different parts of the same information. We examine the available interfaces to connect them and reduce manual re-entry.

• API integrations and data exchange between applications.
• Data import, transformation and synchronisation.
• Access controls and error handling.

When existing tools do not meet a need, we design the application. We start with users’ tasks and define the screens, features, roles and data they require.

• Portals, management tools, dashboards and operational workspaces.
• SaaS platforms and custom web applications.
• Prototypes and staged releases to assess actual use.

A focused use case helps reveal what works and what needs to change. We agree on evaluation criteria before testing, so the next decision rests on evidence.

• Analysis of technical options and constraints.
• Prototypes based on representative real-world tasks.
• Assessment of quality, time and operating costs.