BeCloudReady delivers hands-on technical workshops to enterprise engineering and analytics teams. We are a Databricks Registered Partner.
| Workshop | Audience | What the team leaves with |
|---|---|---|
| Databricks Genie AI Agents | Data analysts and analytics teams | A governed conversational agent built on their own data. Curated through a Knowledge Store and benchmarked for accuracy. The core track requires no Python. |
| AWS Data Lake | Data engineers and data platform teams | A working data lake across seven labs. Raw S3 ingestion through Glue ETL and Lake Formation governance, ending in a query layer on Athena and Redshift. |
| Full-Stack AWS | Application engineers | A deployed application on AWS, with the Terraform that provisions it and the GitHub Actions pipeline that ships it. |
| LLMOps | Platform and ML engineering teams | Self-hosted LLM inference running on their own GPU. Observability and per-team spend controls through a LiteLLM gateway. |
| Text-to-SQL on Databricks | Data platform teams evaluating conversational analytics | A working text-to-SQL setup that avoids managed model serving. It uses Lakebase Postgres for OLTP and Unity Catalog for the gold layer, against a self-hosted vLLM endpoint. |
Lab content for these workshops is public. See the workshops repository.
Every student works in their own cloud sandbox. Accounts are namespace-scoped and region-locked, so one student cannot reach another student's resources or spend outside an agreed region. Resources are tagged at creation and torn down when the engagement ends. Nothing runs on a shared account, and nothing is left behind for the client to find later.
Labs assume infrastructure is provisioned and permissions are granted before the room opens. Students spend their time on the operational work, not on setup.
workshops Lab content for every workshop above. Datasets, exercises, and a trainer answer key for each day.
db-agent Open-source text-to-SQL agent with cross-platform memory, S3 Vectors, and knowledge files. Presented at an AAAI-25 workshop.
