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Why Coding Speed Isn't Enough: Unlocking Real AI ROI with Prem Rajesh
Is your organization actually seeing the value of its AI investments, or are you just generating code faster?
In this episode of Facing Disruption, host AJ Bubb sits down with Prem Rajesh, co-founder of Org Signals, to unpack the massive gap between coding speed and product delivery speed. Prem explains why coding has become a commodity and why true AI ROI lies in optimizing the teamwork, stakeholders, and processes that happen after the code is written.
Discover how their B2B agentic project management platform, Signals AI, is helping enterprises bridge the gap between engineering outputs and tangible business value. If you are a technology leader trying to justify your AI spend to the CFO, this episode is a must-watch!
- Coding is Commoditized: AI allows developers to write code at lightning speed, but shipping features still requires complex stakeholder coordination.
- The ROI Dilemma: Why boards and CFOs are demanding proof of AI value after six quarters of heavy investment.
- Don't Invent New Metrics: How to use your existing KPIs to measure the true impact of AI on your organization.
- The Shift in Developer Roles: Why future-proof engineers must develop domain expertise and look beyond pure technical skills.
- Forward-Deployed Engineering: How product and services are converging to accelerate AI adoption and time-to-value.
00:00 - The Commoditization of Coding
02:23 - What is Signals AI and Org Signals?
04:55 - The Complexity of Enterprise Product Development
08:04 - Moving from AI Pilots to Production and Real ROI
11:09 - Redefining KPIs: Token Maxing vs. Real Business Value
19:00 - How Signals AI Connects Code to Business Impact
23:50 - Shifting the Spotlight Off Developers
31:13 - Prem's Entrepreneurial Journey and the Convergence of SaaS and Services
39:56 - Practical Steps for Leaders to Navigate AI ROI Challenges
- Connect with Prem Rajesh on LinkedIn: Prem Sundararajan (Rajesh)
- Learn more about Org Signals: orgsignals.com
- Connect with AJ Bubb on LinkedIn: AJ Bubb
If you enjoyed this episode, please Like, Subscribe, and leave a comment below with your thoughts on how your organization is measuring AI ROI!
