Lili: Financial Platform Delivers AI Driven Customer Value with Qwak MLOps
Lili’s research team uses AWS SageMaker for model exploration and development, leveraging its managed notebook capabilities. Once the models are trained, they are shipped to test & production environments using Qwak Build & Deploy capabilities which allows easy containerization and API creation.
Lili is a business finance platform designed for small businesses. With business banking, smart bookkeeping, unlimited invoices & payments, and tax planning tools–business owners always know where their business stands.
Industry
Fintech
Use Case
Model Frameworks
With Qwak's intuitive MLOps platform and AWS, we achieve operational efficiency and smarter personalized experiences. We get to make data-driven decisions impacting the customers and driving the company metrics.
Faster time to ML model deployment
Less issues in production
New models running in production within 4 weeks
Challenges
Implementing and operationalizing machine learning models at scale requires a robust infrastructure and efficient deployment pipelines. Lili’s research team uses AWS SageMaker for model exploration and development, leveraging its managed notebook capabilities. However when it get’s to deployment LiLi required a more comprehensive approach.
Solutions
Implementing and operationalizing machine learning models at scale requires a robust infrastructure and efficient deployment pipelines. Lili’s research team uses AWS SageMaker for model exploration and development, leveraging its managed notebook capabilities. However when it get’s to deployment LiLi required a more comprehensive approach.
