AI with a job to do.

Move from a demo to a usable feature

An AI feature needs a place in the user’s workflow. We help define the input, the desired output, the actions the system may take, and what happens when information is missing. That could mean document assistance, conversational interfaces, media creation, or support for an internal process.

The surrounding software matters: permissions, progress indicators, usage limits, stored results, and recovery from failed requests. We design those elements alongside the model integration.

• Conversational and document workflows
• AI features in web and mobile applications
• Retrieval and connected information sources
• Evaluation tools and human review flows

Evaluate the task before expanding usage

We agree representative examples and a definition of acceptable performance. The evaluation should include ambiguous inputs and cases where the system should ask for clarification or decline an action. Quality, latency, and usage cost all influence the design.

For workflows that can change business data, we define access boundaries and approval steps. Model or provider choices follow the task and deployment constraints. Any fine-tuning or specialised training is separately assessed and scoped.

See the product context

Brainbaby AI is our owned workspace for chat, images, video, documents, and presentations. It offers concrete examples of how different AI outputs can be organised inside one application.

Baby 4.0 is the product’s current flagship chat and reasoning engine. We do not present previous-generation benchmark figures as Baby 4.0 results. A client engagement needs its own task-specific evaluation, rather than relying on a general model label.