
Klaimy
Medical Insurance AI Automation
Optimising workflows
Klaimy, a Paris based SaaS business, is streamlining operational processes in medical underwriting and claims processing.
Powered by advanced Large Language Models (LLM) technology, Klaimy’s solution helps brokers and insurers automate the extraction of data from both structured and unstructured documents.
Insurtech Gateway led Klaimy’s £1m Pre-Seed round in October 2024.


Problem
Medical underwriting and claims processing often involve handling vast amounts of complex, unstructured data from documents like medical reports and bills. Manually extracting and interpreting this information is time-consuming, prone to errors, and delays decision-making. This creates inefficiencies for insurers and brokers, leading to longer processing times and increased costs.
Solution
Klaimy’s AI-powered platform automates the extraction of data from both structured and unstructured documents, significantly reducing manual effort. By leveraging LLM, Klaimy quickly processes complex information, providing brokers and insurers with accurate, real-time insights. This streamlines workflows, reduces errors, and speeds up underwriting and claims decisions.
Klaimy Founders
Amira Nakouri (CEO) – Amira has over seven years of strategy consulting experience, leading digital transformation projects for insurers, including claims processing. Her deep industry knowledge positions her to drive Klaimy’s growth and address the operational inefficiencies insurers face.
Yazid Hadni (CPO) – Yazid, with a Master’s in Statistical and Financial Engineering, developed an underwriting automation tool for La Mutuelle Générale. His experience in AI-driven document processing and venture capital strengthens Klaimy’s focus on scalable, automated insurance solutions.
Juan Barragan (CTO) – Juan has 15 years of experience in AI, machine learning, and software engineering. A second time startup co-founder, his expertise in scalable AI systems directly supports Klaimy’s development of innovative, AI-powered solutions.

“We’re thrilled to work with Insurtech Gateway as they understand both the potential and the real-world impact of our technology. With their support, we’re able to refine and scale our platform to meet insurers’ growing needs for efficiency and accuracy in claims and underwriting workflows. This partnership is instrumental as we continue our mission to transform data processing in the insurance sector.”
Amira Nakouri, CEO at Klaimy
“Klaimy’s founding team has an exceptional combination of AI expertise and insurance knowledge, which is exactly what’s needed to tackle the inefficiencies in the underwriting and claims processes. We were impressed by their vision and ability to apply cutting-edge technology to real-world insurance challenges. Their platform is not only simplifying workflows but also significantly improving accuracy and decision-making. With this talented team at the helm, Klaimy is well-positioned to drive necessary change in the sector, and we’re thrilled to back them as their innovation brings greater efficiency to the market and an improved experience for policyholders.”
Richard Chattock, CEO at Insurtech Gateway.
