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Streamlining AI and ML Operations at IBM with BJ Adesoji and Ryan Yackel
Manage episode 486931026 series 2948506
In this episode, we’re joined by IBM’s Senior Product Manager, BJ Adesoji, and Chief Marketing Officer, Ryan Yackel. We discuss how IBM customers are using Airflow in production, the challenges they face at scale and what the new IBM–Astronomer collaboration unlocks.
Key Takeaways:
(03:09) The growing importance of orchestration tools in enterprise environments.
(04:48) How organizations are expanding orchestration beyond traditional use cases.
(05:24) Common patterns across industries adopting orchestration platforms.
(07:16) Why orchestration is essential for supporting business-critical workloads.
(10:00) The role of orchestration in compliance and regulatory processes.
(13:02) Challenges enterprises face when managing orchestration infrastructure.
(14:58) Opportunities to simplify and centralize orchestration at scale.
(19:11) The value of integrating orchestration with broader data toolchains.
(20:54) How AI is shaping the future of orchestrated data workflows.
Resources Mentioned:
https://www.linkedin.com/in/bj-soji/
https://www.linkedin.com/in/ryanyackel/
IBM | LinkedIn
https://www.linkedin.com/company/databand-ai/
https://www.ibm.com/products/databand
https://www.ibm.com/products/datastage
https://www.ibm.com/products/watsonx-governance
https://www.ibm.com/products/knowledge-catalog
https://airflow.apache.org/
https://www.ibm.com/products/watsonx-orchestrate
https://domino.ai/
https://www.astronomer.io/
https://www.snowflake.com/en/
https://www.getdbt.com/
https://aws.amazon.com/sagemaker/
https://www.cloudera.com/
https://www.mongodb.com/
https://www.astronomer.io/events/roadshow/london/
https://www.astronomer.io/events/roadshow/new-york/
https://www.astronomer.io/events/roadshow/sydney/
https://www.astronomer.io/events/roadshow/san-francisco/
https://www.astronomer.io/events/roadshow/chicago/
Thanks for listening to “The Data Flowcast: Mastering Apache Airflow® for Data Engineering and AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
59 episodes
Streamlining AI and ML Operations at IBM with BJ Adesoji and Ryan Yackel
The Data Flowcast: Mastering Apache Airflow ® for Data Engineering and AI
Manage episode 486931026 series 2948506
In this episode, we’re joined by IBM’s Senior Product Manager, BJ Adesoji, and Chief Marketing Officer, Ryan Yackel. We discuss how IBM customers are using Airflow in production, the challenges they face at scale and what the new IBM–Astronomer collaboration unlocks.
Key Takeaways:
(03:09) The growing importance of orchestration tools in enterprise environments.
(04:48) How organizations are expanding orchestration beyond traditional use cases.
(05:24) Common patterns across industries adopting orchestration platforms.
(07:16) Why orchestration is essential for supporting business-critical workloads.
(10:00) The role of orchestration in compliance and regulatory processes.
(13:02) Challenges enterprises face when managing orchestration infrastructure.
(14:58) Opportunities to simplify and centralize orchestration at scale.
(19:11) The value of integrating orchestration with broader data toolchains.
(20:54) How AI is shaping the future of orchestrated data workflows.
Resources Mentioned:
https://www.linkedin.com/in/bj-soji/
https://www.linkedin.com/in/ryanyackel/
IBM | LinkedIn
https://www.linkedin.com/company/databand-ai/
https://www.ibm.com/products/databand
https://www.ibm.com/products/datastage
https://www.ibm.com/products/watsonx-governance
https://www.ibm.com/products/knowledge-catalog
https://airflow.apache.org/
https://www.ibm.com/products/watsonx-orchestrate
https://domino.ai/
https://www.astronomer.io/
https://www.snowflake.com/en/
https://www.getdbt.com/
https://aws.amazon.com/sagemaker/
https://www.cloudera.com/
https://www.mongodb.com/
https://www.astronomer.io/events/roadshow/london/
https://www.astronomer.io/events/roadshow/new-york/
https://www.astronomer.io/events/roadshow/sydney/
https://www.astronomer.io/events/roadshow/san-francisco/
https://www.astronomer.io/events/roadshow/chicago/
Thanks for listening to “The Data Flowcast: Mastering Apache Airflow® for Data Engineering and AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
59 episodes
All episodes
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