Preparation and retrieval
Turning a user’s question into retrieval of suitable information from multiple sources.
All projects
Live AI platform
Zdravko.ai
Health questions connected with sources.
An AI platform connecting health questions, specialist-source search and response generation, with modes tailored to patients and physicians.
Open Zdravko.aiActual view of the public product page.
Simplified workflow diagram
- Question and context
User mode and previous conversation.
- Source selection
Information retrieval based on the query.
- A response to review
Content connected with sources.
This diagram explains how steps connect; it is not another application screen.
What the product connects
Several steps behind one response.
The user sees a conversation. Behind it, the system needs to identify the question, select sources and prepare a response that can be checked.
Patient and physician modes
The workflow and presentation adapt to the user’s role, including readability, the professional level of the response and how additional sources are presented.
- The user’s role as part of the context
- An interface for mobile and desktop
Models, search and specialist sources
Processing connects query preparation, retrieval of relevant information and answer generation. Medical sources and drug information require careful query routing and visibility of where information came from.
- Source selection based on the question
- Orchestration of multiple steps and models
Evaluating and maintaining AI workflows
Changing a model or source can affect the response, latency and cost. Development therefore includes test examples, error review and monitoring application behaviour.
- Comparison of different processing approaches
- Monitoring errors and the user experience
Experience for other projects
From a specialist source to the user’s screen.
Reviewable output
The answer, source references and results presented in a form the user can inspect.
Operational development
Model changes, test scenarios, errors, latency and cost within the same application.
Our own development
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Concept development
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Planned coding suggestions with source highlights and professional review.
Let’s connect
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