Episode 4 — Live
Valuestream.
Where value actually flows.
A podcast from Rick Pollick on how modern companies turn strategy into shipped software — the operating systems, delivery practices, and agentic-AI patterns moving value from the roadmap to production. New episodes Monthly.
Episode 4Episode 4 · 23 min
The Demo Isn't the Deliverable
Crossing the Production Gap From Pilot to Production
August 10, 2026
Most enterprise AI pilots don't fail on the model. They stall in the production gap, the delivery and operating work between a demo that dazzles and a system that survives production. MIT finds about 95% of pilots deliver no measurable P&L impact, and only around 5% reach production. This episode walks the four layers of the gap, verification, evaluation, operability, and ownership, plus the one stalled pilot you can move this week.
Listen on
Episode 5
Get the next episode the morning it drops.
Same list as the blog notifications. One line per ship. No fluff in between.
The format
Three segments. One coherent show.
Every episode follows the same spine — so guests, teardowns, and solo pieces all feel like one show, and you always know what's next.
Segment
Intake
The problem or opportunity entering the stream — framing, signal, strategic intent.
Segment
Flow
How the work actually moves — operating model, platform, delivery practice, the agentic layer.
Segment
Outcome
What changed — shipped software, org behaviour, customer metrics, what we'd do differently.
Episode 4 — segment by segment
- Intake. The reason your pilot isn't in production has almost nothing to do with the model. MIT finds about 95% of enterprise AI pilots deliver no measurable P&L impact, and only around 5% reach production. The gap is the delivery and operating work nobody scoped.
- Flow. The four layers of the gap: verification (review capacity, where generation got cheap and review didn't), evaluation (evals as the new acceptance criteria), operability (the trace, rollback, error budgets), and ownership (fund a product, not a project).
- Outcome. A composite program stops starting pilots, picks one, and runs it across the gap: reviewer utilization from 96% to a sane queue, zero evals to 300+, five months stuck to shipped in seven weeks, then the next pilots cross in a fraction of the time.
Earlier episodes
Episode 3 · July 10, 2026
The Agent Acts, You Answer
Governing the Agents You've Already Deployed
Episode 2 · June 12, 2026
Trust the Number That Hurts
The Metrics That Lie in the Agentic Era, and What to Measure Instead
Episode 1 · May 25, 2026
See It, Own It, Move It
Where Value Actually Flows in Modern Software Delivery
Want to be on the show?
Pitch a guest — or yourself.
Building an interesting value stream? Leading a transformation worth walking through? Email Rick with a one-paragraph pitch.