AI That Ships - Invidious

AI That Ships

Real-world GenAI. Practical AI systems. No fluff.
I’m Kumar Srivastava — with 20+ years applying AI across CPG, retail, pharma, finance, and online security.
This channel shows you how to build AI that delivers business value — not demos.
If you want to apply GenAI to formulation, manufacturing, pricing, distribution, or innovation — and actually ship it — you’re in the right place.

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1:22

Intelligent AI-driven Innovation in CPG

AI That Ships

Shared 1 month ago

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1:15

Preventing Institutional Knowledge Loss in CPG

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Shared 1 month ago

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1:10

Dealing With Changing Business Conditions in CPG Innovation

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Shared 1 month ago

4 views

1:17

Transforming R&D Chaos into Clarity and Success

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Shared 2 months ago

4 views

3:25

HITL Metrics That Every Executive Must Know (Beyond Cost Cutting)

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Shared 4 months ago

5 views

11:21

CPG Weekly News Bulletin: Clean Labels, Energy Drink Wars & AI-Saved Oranges (Sept 9–15, 2025)

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Shared 4 months ago

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3:34

How R&D Formulators Can Win with AI in the GLP-1 + Private Label Era

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Shared 5 months ago

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8:24

Human-in-the-Loop: The Only Path to Trustworthy AI in CPG Reformulation

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Shared 5 months ago

16 views

3:12

The #1 Threat to CPG Profits in 2025 (It’s Not What You Think)

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Shared 5 months ago

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4:23

UK Cracks Down on Baby Food Sugar & Salt | Reformulation Strategies for Manufacturers

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Shared 5 months ago

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5:37

Formulation Frontiers E2: The Science of Shelf Life — How AI Predicts Stability Before the Lab

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Shared 5 months ago

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7:05

Formulation Frontiers E1: Food Safety Rules Every Formulator Must Know — and How AI Enforces Them

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Shared 5 months ago

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1:50

The 6 Metrics That Prove AI is Driving Digital Transformation in CPG

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Shared 5 months ago

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7:25

Winning with AI in R&D — A Formulator’s Perspective

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Shared 5 months ago

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0:30

The Shadow AI Problem That’s Costing You Millions

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Shared 5 months ago

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0:28

The Data Poverty Advantage

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Shared 5 months ago

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0:29

AI Model Drift Audits for CPG

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Shared 5 months ago

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0:31

Translating Tech Wins Into C-Suite Wins

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Shared 5 months ago

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0:30

Business-First Formulation Briefs

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Shared 5 months ago

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0:29

Killing “Zombie Projects” in R&D

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Shared 5 months ago

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0:31

The 48-Hour Cross-Functional Decision Model

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Shared 5 months ago

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0:31

Shelf-to-SKU ROI Models That Actually Work

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Shared 5 months ago

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0:31

Micro Launch Strategies to Outpace DTC Brands

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Shared 5 months ago

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0:35

Dynamic Reformulation Under Supply Shocks

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Shared 5 months ago

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0:34

First-Mover Advantage on New Regulations

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0:35

The TikTok Effect on Demand Forecasting

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Shared 5 months ago

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0:41

Private Label Disruption Playbook

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Shared 5 months ago

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0:30

The $1M Cost of Slow Decision-Making

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Shared 5 months ago

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0:31

From Compliance Burden to Innovation Lever

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Shared 5 months ago

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0:29

The Competitor Benchmarking Trap

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Shared 5 months ago

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0:35

AI vs. Human Gut Feel in CPG Product Development

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Shared 5 months ago

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0:36

Why Most Active Learning Fails in CPG

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Shared 5 months ago

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0:40

The Death of Single-Objective Formulation

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Shared 5 months ago

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0:41

Scaling AI From Lab to Factory Without Losing Accuracy

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Shared 5 months ago

1 view

0:40

KPI Lies That Tank R&D

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Shared 5 months ago

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0:44

The AI Formulation Edge

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Shared 5 months ago

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0:50

Killing Innovation Theatre in CPG

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Shared 5 months ago

2 views

0:30

AI Driven SKU Obsolescence Planning for Better Profitability 📈

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Shared 5 months ago

1 view

0:29

Enhancing Supply Chain Resilience with Dual Track Sourcing 🚀

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Shared 5 months ago

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0:40

Formulators: Stop Losing to Marketing

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Shared 5 months ago

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0:38

One-Goal-at-a-Time Formulation Is Dead

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Shared 5 months ago

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0:26

Regulations Won’t Just Slow You — They’ll Kill Your Launch

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Shared 5 months ago

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0:28

The Six-Figure Scale-Up Failure You Can Avoid

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Shared 5 months ago

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0:27

Stop Burning Money in the Lab

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Shared 5 months ago

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0:30

Test, Beat, and Crush Your Competitors! 🚀

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Shared 5 months ago

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0:31

No Data? That’s Your Secret Weapon

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Shared 5 months ago

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0:21

Cut the SKU Leeches

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Shared 5 months ago

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0:32

If You’re Not Using AI in R&D, You’re Flying Blind

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Shared 5 months ago

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0:28

The Reformulation Mistake That Sends Customers to Rivals

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Shared 5 months ago

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0:29

Your Competitors Are Beating You to Shelf

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Shared 5 months ago

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0:36

Stop the Cost-Cut Death Spiral

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Shared 5 months ago

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0:24

The Real Value of Active Learning in R&D

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Shared 5 months ago

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0:27

3 Myths About AI in CPG

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Shared 5 months ago

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0:23

Why Your AI Model Gives Bad Formulas

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Shared 5 months ago

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0:24

The Hidden Cost of Ingredient Shortages

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Shared 5 months ago

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0:25

Why CPG Innovation Moves Too Slowly

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Shared 5 months ago

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0:21

The 15 Minute Stability Predictor

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Shared 5 months ago

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0:25

Why Most Formulation Data Goes to Waste

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Shared 5 months ago

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0:24

Why Your Cost Downs Kill Flavor

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Shared 5 months ago

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0:23

AI Won’t Replace Food Scientists

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Shared 5 months ago

15 views