Introduction
Ben Asaf, an expert in MLOps (Machine Learning Operations), has embarked on a mission to make AI models more efficient and easier to deploy. After years of experience at Mobileye and Hebrew University, he teamed up with Nayul Kim to launch ClikA. This startup aims to "downsize" AI models, making them faster and more affordable for businesses.
The Problem with Current AI Models
AI models are notorious for consuming vast amounts of computational power, which not only slows down their inferencing but also increases operational costs. This has been a significant roadblock for companies looking to integrate AI into their operations.
The ClikA Solution
ClikA offers a toolkit that automatically compresses pre-trained AI models, making them compatible with various platforms like servers, cloud services, and edge devices. The startup employs techniques like quantization, which reduces the number of bits needed to represent information in a model, thereby shrinking its size without affecting its performance.
How Does ClikA Stand Out?
While there are other startups like Deci, OctoML, and CoCoPie working on similar solutions, ClikA claims to have a technological edge. Unlike rule-based compression techniques, ClikA uses an AI-driven approach to understand the unique structure of each AI model and apply the most effective compression method.
The Business Angle
ClikA has already raised $1.1 million in a pre-seed round and is currently running a closed beta for select businesses. Although the startup is pre-revenue, it plans to pursue additional seed funding soon.
Future Implications
As the AI industry grapples with hardware shortages and increasing demand, solutions like ClikA could become indispensable. Companies like Microsoft have already warned of potential service disruptions due to AI hardware shortages, making the need for efficient models more urgent than ever.
FAQ
What is ClikA's main goal?
ClikA aims to make AI models lighter, faster, and more affordable for businesses.
How does ClikA's solution work?
ClikA provides a toolkit that automatically compresses pre-trained AI models, making them compatible with various platforms.
What sets ClikA apart from other startups?
ClikA uses an AI-driven approach for model compression, unlike other startups that use rule-based techniques.
Is ClikA currently generating revenue?
No, ClikA is in the pre-revenue stage and is running a closed beta for select businesses.
