~/talk

SnapLogic and Amazon Redshift transform insights at Lumeris

Talkat AWS re:Invent 2023 · 2023-11-27..12-01· [data-engineering, databases]
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Project Fuse stitches SnapLogic pipelines into Amazon Redshift so metadata drives extract, transform, load across SQL Server, Postgres, DynamoDB, S3 and SaaS sources. Built with audit, row-level validation and incident-ticket plugins, the core was prototyped over a weekend and productionized in under a month with ~1.5 part-time engineers; it’s been running 9–10 months. It loads ~500k rows in ~50 minutes, cuts dataset delivery from weeks to 2–3 days, and lets analysts spawn a dataset in ~2 minutes.

AI-written summary · about

  1. 0:00Introduction
  2. 1:12What is Lumeris
  3. 2:15How Lumeris makes money
  4. 4:16Challenges at Lumeris
  5. 5:45Project Fuse
  6. 8:08Incident Management
  7. 9:39Data Validation
  8. 11:57SnapLogic Pipeline
  9. 12:42SnapLogic Framework
  10. 13:23Metadata
  11. 14:22Logs
  12. 14:53Dashboard
  13. 15:38Best practices
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