ML Observability Platform: Meet Liran Hason, CEO of Aporia
Aporia provides full-stack ML observability to help organizations trust and responsibly use AI. With AI adoption in nearly every industry, including healthcare, financial services, and automotive, it’s important for organizations to have visibility into whether their ML models are accurate, fair, and not negatively impacting their customers and business. is.
Without the essential guardrails in place, ML models can have a significant impact on business continuity and lead to lost revenue. It can even create unintended biases that affect society at large, like her HR model at Amazon, which unintentionally discriminates against female candidates. Aporia empowers enterprises to adopt AI in a safe and responsible manner by enabling them to customize AI monitoring in minutes and track how their models are performing in the real world. .
What do you think makes Aporia unique?
Aporia is the most advanced ML observability platform, providing a plug-and-play solution that enables data science and ML teams to centralize and visualize all their models. Aporia is the only solution that gives you clear, live visibility into the business impact of your models, ensuring your organization understands the value machine learning can bring to your business.
Aporia’s first-in-class suite of observability tools and frameworks enables organizations to accelerate ML adoption and start converting machine learning predictions into revenue from day one.
How has Aporia evolved over the years?
Aporia has experienced exponential growth, underscored by significant expansion in the United States. Industry leaders and top technology companies such as Bosch, Lemonade and Armis rely on Aporia to monitor and explain billions of model predictions. Today Aporia is in constant use to monitor hundreds of different models. With this expansion, the Aporia team has nearly tripled in the past year and continues to grow.
As a major innovator in the MLOps market, Aporia pioneered a self-service ML monitoring platform and NLP model monitoring. Aporia works closely with data science and ML teams to drive observability of their own models and use cases, with full customization at the core for users to demonstrate the value of their models in production. We are the first company to set This is just a small part of how Aporia’s tech stack has evolved. There is much more to come.
What can we expect from Aporia in the future?
As the MLOps space matures and new regulations and compliances are introduced across the industry for building and using AI, Aporia leads the way as an ML observability platform that enables enterprises to trust AI to drive value can hold
AI already plays a big role in our daily lives, from loan applications to automated hiring processes. This is just the tip of the iceberg on how AI can improve our society. Aporia is an integral part of accelerating the adoption of AI in a responsible way.