The Discipline Behind Scaling from PLG to Enterprise with Sahir Azam
Revenue Builders
Inference as the New Runtime
Sahir explains inference serving, cost challenges, and Fireworks AI's approach to efficient, high-quality model deployment.
High-growth companies demand constant reinvention, yet most leaders underestimate how deeply roles, go-to-market models, and buyer behavior evolve over time. This episode explores what it actually takes to adapt at that level, from navigating internal resistance to aligning product and sales with how customers truly buy. Sahir Azam brings a rare operator-to-investor perspective, unpacking the realities of PLG to enterprise transitions, the cultural discipline required to scale sales, and how AI is reshaping both software and the sales function itself. The conversation also challenges common assumptions around SaaS models, tooling, and where value will accrue as AI infrastructure matures.
Sahir Azam is a Partner at Index Ventures investing in AI infrastructure, and former Chief Product Officer at MongoDB where he led the Atlas transformation into a multi-billion-dollar platform. He brings a rare operator's perspective on building go-to-market discipline, scaling sales culture, and navigating the product-distribution balance that separates winners from founders who fail.
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Key takeaways from this episode:
- 00:00 – How Sahir Azam went from building MongoDB Atlas into a multi-billion-dollar platform to investing in the infrastructure shaping AI’s next wave
- 06:24 – The secret to driving change inside a company before trying to win in the market
- 10:10 – What PLG and enterprise sales actually have in common when you design around the buyer
- 12:18 – What it’s really like to move upmarket and why most companies underestimate the cultural shift required
- 23:50 – Sahir Azam’s unexpected perspective on technical founders who struggle to scale
- 41:12 – A peek into where real value in AI is being built and why infrastructure is the leverage point
- 01:02:00 – What you can do right now to stay relevant as AI reshapes how top sellers operate
Hosted by five-time CRO John McMahon and Force Management Co-Founder John Kaplan, the Revenue Builders podcast goes behind the scenes with the sales leaders who have been there, done that, and seen the results.
This show is brought to you by Force Management. We help companies improve sales performance, executing their growth strategy at the point of sale.
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