Qualifire: An AI governance platform ensuring businesses receive accurate responses from chatbots

Industry: AI

Founded: 2023

Founders: Ariel Dan, Dror Ivry and Gilad Ivry

Number of employees: 9

Funding: $4.6 million

Company description: Qualifire is an AI governance platform that ensures businesses receive accurate, policy-compliant responses from chatbots. Large language models sometimes produce misleading or off-policy answers. Qualifire integrates monitoring and policy enforcement tools that activate automatically when an LLM is deployed. Companies can set customized rules, track chatbot behavior, and record interactions for review, all without straining system performance.

Qualifire was part of the Israeli startup squad that participated in Calcalist's Mind the Tech London 2025 conference. Calcalist's "Dream Team" to London included early-stage startup companies in various fields. The startups joined the official delegation in its journey to London and took part in roundtable discussions at the event, presenting their companies to senior executives from the British and international tech industries.