The Next Prompt
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Innovation Streaming: Six Weeks to Real AI Outcomes
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Innovation Streaming: Six Weeks to Real AI Outcomes

Reducing AI Value Cycles from Years to Weeks

In this episode of The Next Prompt, Pandurang Kamat and Rajesh Abhyankar discuss innovation streaming, Suzega’s enterprise AI adoption model built on an innovation studio framework, designed to compress value realization from months or years into six-week cycles. They discuss why enterprises are rethinking traditional vertical SaaS burdened by long-term contracts, costly customization, and complex integrations. Further, conventional consulting models centered on billable hours and slide-driven recommendations with limited accountability for results. In contrast, Suzega positions itself as a PBC (Public Benefit Corporation) outlining the core elements of the innovation studio model: AI-native talent operating across the full software lifecycle; autonomous human-AI collaboration; Ithara, Suzega’s in-house platform with built-in governance, security, and vertical accelerators for rapid prototyping; a Pixar-inspired Brain Trust for structured feedback. Each cycle drives long-term client value, creating a compounding effect that accelerates AI adoption with speed, reliability, and independence.

00:00 Welcome Back: Agentic Enterprise & Why Innovation Streaming Matters

01:36 Why Companies Struggle to Start with AI (ROI, Safety, Where to Begin)

02:10 Why SaaS and Traditional Consulting Models Fall Short

04:25 Introducing the AI Innovation Studio: Co-Create, Build Capability, No Dependency

06:02 Data as the Real Moat: Getting Enterprise-Ready for AI

07:09 From Generic Demos to Real Prototypes: Ithara and the AI-Readiness Mindset

11:47 The 5 Building Blocks: Talent, Culture, Platform, Brain Trust, Outcomes

13:45 Autonomous AI Needs Autonomous People: Culture Shift in 6-Week Cycles

15:49 Ithara Platform Deep Dive: Governance, Accelerators, Vertical Playbooks

16:58 Brain Trust (Pixar-Inspired): Collective Wisdom to Solve Hard Problems

19:38 Guaranteed Outcomes: Instrumentation, Metrics, and Penalties for Misses

22:44 The Flywheel + Subscription Pitch: Continuous Value Every 6–8 Weeks

24:59 Wrap-Up: Keep the Software, Keep the Trust + Where to Follow

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