Question: Is there a service that integrates with multiple data sources, including files and databases, to power AI-driven applications?

SnapLogic is an all-purpose data and application integration platform that automates and orchestrates data flows across an organization. It includes tools like SnapGPT for AI-based services, prebuilt connections to link apps and databases, and a range of deployment choices. The platform is geared for businesses that want to automate workflows, improve data analytics and improve business agility.

Another powerful alternative is Airbyte, an open-source data integration service that can pull data from more than 300 sources and send it to many destinations. It's got a Connector Builder tool, support for OpenAI and dbt, and strong security. Airbyte can be deployed in a variety of ways and is good for large-scale and small-scale data integration jobs.

For developers who want to build fast, secure and scalable AI apps, MindsDB offers more than 200 data integrations and support for popular AI/ML frameworks. It's got multiple AI engines, model management and scalability features, making it a good choice for companies that want to quickly adopt AI and automate operations.