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Ignite Startups: How Osama Elkady Is Eliminating ETL and Unlocking Real-Time Insight | Ep168
Manage episode 489129159 series 3515266
Osama Elkady is the co-founder and CEO of Incorta, the only open data delivery platform enabling real-time analysis across all systems of record without complex ETL. With nearly two decades at Oracle—where he led innovations in BI, mobile strategy, and enterprise reporting—Osama holds several patents in data architecture and has helped numerous Fortune 100 companies become real-time enterprises. In this episode, he offers deep insights into unlocking the true power of enterprise data, challenging conventional architectures, and leading through radical innovation.
In this episode, he discusses how Incorta reimagines data access through direct data mapping, why most ETL is outdated, and how simplicity, cloud-native approaches, and smart hiring fuel innovation. His journey from Oracle to founding Incorta is filled with bold decisions, technical breakthroughs, and a relentless focus on business outcomes.
In Today’s Episode We Discuss:
00:01 Osama’s journey from Egypt to Oracle
02:30 Inventing XML Publisher and shaping Oracle’s BI tools
04:45 Why he left Oracle to build Incorta
07:30 The broken state of enterprise data and reliance on Excel
09:30 What is Direct Data Mapping—and why it matters
12:00 Why traditional ETL doesn’t scale in modern systems
14:45 How Incorta enables real-time data access from complex systems
17:30 ETL vs. ELT vs. Incorta’s streamlined approach
20:00 Real-world use cases: Starbucks, Broadcom, and Hormel
25:00 Technical challenges in building a new kind of engine
27:30 Why cloud storage was the unlock for Incorta’s model
30:45 Open standards vs. open source in enterprise data
32:00 Key inflection point: launching Incorta’s cloud-native platform
33:45 GTM strategy—selling outcomes, not tech
36:00 Culture of simplicity: “Think more, code less”
40:10 Building talent pipelines through high-leverage internships
42:30 Leadership lessons on trust, retention, and team dynamics
45:00 The future of data architecture and the rise of lakehouses
50:03 Wrap-up and Osama’s vision for innovation without limits
Subscribe on Spotify:
https://open.spotify.com/show/6Ga6v0YUsHotLhjap67uu5
Subscribe on Apple Podcasts:
https://podcasts.apple.com/us/podcast/ignite-conversations-on-startups-venture-capital-tech/id1709248824
Follow Brian Bell on X:
https://x.com/brianrbell?lang=en
Follow Osama Elkady on LinkedIn:
https://www.linkedin.com/in/osamaelkady/
Follow Osama Elkady on Twitter:
https://x.com/oelkady
Visit Our Website:
https://www.teamignite.ventures/
👂🎧 Watch, listen, and follow on your favorite platform: https://tr.ee/S2ayrbx_fL
🙏 Join the conversation on your favorite social network: https://linktr.ee/theignitepodcast
//
Our sponsor Byldd helps non-technical domain-expert founders build and launch tech businesses by providing a complete product team - that's everyone you need from designers to engineers to testers, all the way up to a CTO.
We'll ship products while you focus on the other essentials: validation, sales, and distribution. Our portfolio companies have been backed by YC, Google, ERA, and other top-tier investors.
Get Started Here: https://tr.ee/bylld
167 episodes
Ignite Startups: How Osama Elkady Is Eliminating ETL and Unlocking Real-Time Insight | Ep168
Ignite: Conversations on Startups, Venture Capital, Tech, Future, and Society
Manage episode 489129159 series 3515266
Osama Elkady is the co-founder and CEO of Incorta, the only open data delivery platform enabling real-time analysis across all systems of record without complex ETL. With nearly two decades at Oracle—where he led innovations in BI, mobile strategy, and enterprise reporting—Osama holds several patents in data architecture and has helped numerous Fortune 100 companies become real-time enterprises. In this episode, he offers deep insights into unlocking the true power of enterprise data, challenging conventional architectures, and leading through radical innovation.
In this episode, he discusses how Incorta reimagines data access through direct data mapping, why most ETL is outdated, and how simplicity, cloud-native approaches, and smart hiring fuel innovation. His journey from Oracle to founding Incorta is filled with bold decisions, technical breakthroughs, and a relentless focus on business outcomes.
In Today’s Episode We Discuss:
00:01 Osama’s journey from Egypt to Oracle
02:30 Inventing XML Publisher and shaping Oracle’s BI tools
04:45 Why he left Oracle to build Incorta
07:30 The broken state of enterprise data and reliance on Excel
09:30 What is Direct Data Mapping—and why it matters
12:00 Why traditional ETL doesn’t scale in modern systems
14:45 How Incorta enables real-time data access from complex systems
17:30 ETL vs. ELT vs. Incorta’s streamlined approach
20:00 Real-world use cases: Starbucks, Broadcom, and Hormel
25:00 Technical challenges in building a new kind of engine
27:30 Why cloud storage was the unlock for Incorta’s model
30:45 Open standards vs. open source in enterprise data
32:00 Key inflection point: launching Incorta’s cloud-native platform
33:45 GTM strategy—selling outcomes, not tech
36:00 Culture of simplicity: “Think more, code less”
40:10 Building talent pipelines through high-leverage internships
42:30 Leadership lessons on trust, retention, and team dynamics
45:00 The future of data architecture and the rise of lakehouses
50:03 Wrap-up and Osama’s vision for innovation without limits
Subscribe on Spotify:
https://open.spotify.com/show/6Ga6v0YUsHotLhjap67uu5
Subscribe on Apple Podcasts:
https://podcasts.apple.com/us/podcast/ignite-conversations-on-startups-venture-capital-tech/id1709248824
Follow Brian Bell on X:
https://x.com/brianrbell?lang=en
Follow Osama Elkady on LinkedIn:
https://www.linkedin.com/in/osamaelkady/
Follow Osama Elkady on Twitter:
https://x.com/oelkady
Visit Our Website:
https://www.teamignite.ventures/
👂🎧 Watch, listen, and follow on your favorite platform: https://tr.ee/S2ayrbx_fL
🙏 Join the conversation on your favorite social network: https://linktr.ee/theignitepodcast
//
Our sponsor Byldd helps non-technical domain-expert founders build and launch tech businesses by providing a complete product team - that's everyone you need from designers to engineers to testers, all the way up to a CTO.
We'll ship products while you focus on the other essentials: validation, sales, and distribution. Our portfolio companies have been backed by YC, Google, ERA, and other top-tier investors.
Get Started Here: https://tr.ee/bylld
167 episodes
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