# Jamal Khawaja from Symplii.ai

Page: https://stenobird.com/podcast/energytech-startups-5673200/jamal-khawaja-from-symplii-ai
Text version: https://stenobird.com/podcast/energytech-startups-5673200/jamal-khawaja-from-symplii-ai.md
Podcast: [Energytech Startups](https://stenobird.com/podcast/energytech-startups-5673200)
Published: 2026-02-17T13:00:00+00:00
Episode link: https://energytechstartups.collide.io/episodes/jamal-khawaja-from-symplii-ai
Audio file: https://media.transistor.fm/b4b0b478/3f1403bc.mp3
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JSON: https://stenobird.com/v1/public/podcasts/energytech-startups-5673200/episodes/jamal-khawaja-from-symplii-ai
Duration seconds: 3214

## Resource

Jamal Khawaja, founder and managing director of Symplii.ai, sits down to talk about his journey from studying scorpion mating habits in Brazil (seriously) to 25 years in tech at IBM, Deloitte, and Accenture before starting his own AI company. He breaks down why AI has been around since the 1960s but only recently became useful, how emergent capabilities let models do things they were never programmed for, and why entry-level jobs are facing the roughest market he's ever seen. Jamal explains his pivot from building an AI marketplace to focusing on last mile AI solutions for small companies, walks through a real example of AI agents listening to law firm client calls to auto-fill forms, and shares why being AI-first means doing the work yourself instead of delegating it to interns. Click here to watch a video of this episode. Join the conversation shaping the future of energy. Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward. Apply today at collide.io Click here to view the episode transcript. 00:00 - Welcome and Jamal's background 02:12 - From biology to self-taught tech 07:16 - Houston's pragmatic startup culture 08:07 - AI history since the 1960s 11:24 - From precision to statistical significance 14:17 - Emergent capabilities and what models can do 17:37 - Can AI actually think? 19:16 - Leaving IBM to start Symplii 21:18 - Entry-level job market collapse 24:57 - Are people getting lazy with AI? 30:54 - Claude projects and AI workflows 34:16 - Taking the leap with family support 36:15 - Pivoting from marketplace to last mile AI 41:06 - Law firm client intake automation example 45:27 - Building for future context awareness 48…

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## Transcript

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