~/talk

Ready, set, innovate: Building for the future

Talkat AWS re:Invent 2022 · 2022-11-28..12-02· [iot, machine-learning]
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A water-software company reimplements decades of desktop tools as a cloud SaaS platform called Info360 Insight (first code May 2020, Insight live Feb 2021; Asset and Plant follow within months) using AWS Lambda, API Gateway, DynamoDB, S3, IoT Core/Greengrass, Kinesis, Fargate, CloudWatch and SageMaker. The platform runs 100+ ML models per plant via SageMaker Multi-Model Endpoints, predicts failures, schedules repairs and optimizes energy/chemical dosing, and already records 154,000 pounds saved at one plant (143 plants implies much larger savings).

AI-written summary · about

  1. 0:00Introduction and mission
  2. 2:16The water industry crisis
  3. 6:22Digital transformation goals
  4. 10:20Smart canal project case study
  5. 17:02Platform and digital twin tech
  6. 23:18Development and cloud approach
  7. 30:20AI-driven plant optimization
  8. 37:11Organizational culture and growth
  9. 44:38Impact and concluding thoughts
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