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Building an AI agent to match patients with clinical trials

Product innovation

Curewiki is a startup that is on a mission to democratise access to clinical trials for patients worldwide through technology. They are flipping the paradigm from research-centric recruitment to patient-centric recruitment. The Curewiki team approached us with bold ambitions and a full-service mandate for the digital product development operations of their core platform, from end to end.

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Our challenge was two-fold: (1) conceptualising and building an end-to-end workflow for researchers and patients and (2) automatically interpreting the medical text information in the clinical trials, identifying the eligibility criteria for patients to join a certain study.


We built an end-to-end digital platform with a smooth user experience for researchers and patients. In parallel we set up instruments and practices for the operationalisation of the platform and provided the necessary documentation for data privacy and security.


We brought a dedicated product team together consisting of a product manager, designer and multiple software engineers, working closely with the Curewiki team. We are using specialised medical LLMs to interpret the clinical trial content, while training the AI agent to collect the right patient health information.

It’s remarkable how well Panenco grasped our vision and ambitions. Given that Curewiki was still in its early stages, we needed an entrepreneurial partner that could make the bridge from strategy to product delivery. That’s exactly what Panenco provided to us, in a spirit of true co-creation.

Jean-Sebastien Gosuin

Co-founder & CEO Curewiki

The Curewiki team is tackling an enormous global problem that only recently became feasible to solve through the advancements in the field of generative AI. It’s heartwarming for us to consider how many lives this technology will touch.

We wish the Curewiki team the very best of luck as they are driving the go-to-market of this technology. We’ll gladly keep supporting you every step of the way!

Stefanos Peros
Software engineer
Fred Versyck
Product manager

Let's build!

Are you looking for an entrepreneurial digital partner?
Reach out to hello@panenco.com or schedule a call

Egwin Avau
Founding CEO
Koen Verschooten
Operations manager

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