Case Study: C3Logix achieves natural language clinical search on AWS with Armakuni

C3Logix launches natural language clinical search in under 5 weeks with Armakuni

C3Logix, a clinical-stage health technology company specializing in concussion management, came to Armakuni with a challenge. Their clinicians needed to manually consult and synthesize data from two separate clinical modules, which was an inefficient process. They needed a natural language search interface for their platform to query patient assessments across symptom and reaction time data.

Armakuni built a natural language query layer on top of C3Logix's existing AWS infrastructure using services like AWS Bedrock and OpenSearch. The solution allows clinicians to ask a single question and get one interpreted answer across both data modules. The outcomes shipped include natural language access to 900,000+ assessments for 3,000 users, with an architecture built to scale to 750,000 subjects. This was delivered as a cost-effective proof of value in just five weeks.