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Building the world’s fastest inference engine and redefining enterprise AI: Lessons from Simplismart | Inside the Engine Room

Sep 05, 2025

Building the world’s fastest inference engine and redefining enterprise AI: Lessons from Simplismart | Inside the Engine Room

The fastest solution is not always the smartest one.

Even the world’s fastest inference engine can’t win on speed alone.

That’s why Amritanshu Jain, Co-Founder & CEO of Simplismart, emphasizes adaptability as the true goal. For enterprises, it’s not just about running models at lightning pace, but balancing cost efficiency, speed of execution, and scalability across dynamic environments.

In a world where conditions evolve rapidly, adaptability is the edge that keeps businesses ahead.

Chapters:

0:25 Intro
0:39 Core innovations in the engine’s architecture
4:07 Mental model around building modular blocks
6:26 Solving the gaps in MLOps
17:41 Approach with hiring
23:17 What kind of technology & research excites you?
28:42 Outro

Follow SeedToScale on LinkedIn for more insights: https://in.linkedin.com/company/seedt…
Follow Amritanshu on LinkedIn: / jainamritanshu

About the series:

The builders of India’s AI revolution are opening up their playbooks.

From evolving stacks to scaling breakdowns and tough infra trade-offs, Inside The Engine Room, in collaboration with ‪@amazonwebservices‬, dives deep into the lessons every founder wishes they had on Day 1.

#AI #AWS #MLOps #InferenceEngine #AIstartups #Amazon #AIInfrastructure #Founders #InsideTheEngineRoom #Accel #Simplismart #SeedToScale