CPG is Really Boring : Delhi Echoes in Unison

by Nisha Panjabi

Sep 25, 2025 | 04 min read

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RI Tour Delhi 2.0

Hey visionaries, 

RIO here!

I lately realised, life in CPG is chronically boring. It’s a bold statement but in my defence,  think about it: master data cleanup, endless reports, beat identification, MRP updates, duplicate outlet checks… the list never ends. It’s boring, repetitive, and yet totally critical. Meanwhile, boardrooms are busy celebrating shiny AI dashboards, and the real heroes, the field sales reps, are the ones juggling all the real problems.

The Great CPG Paradox: Glamour vs. Ground Reality

Fresh from our Delhi RI Tour, where we delved  into “Vision 2030: How AI is Writing the CPG Playbook”, one thing became crystal clear: AI isn’t about flashy presentations or futuristic dashboards. Its real power? Tackling the boring, repetitive tasks on the ground so your teams can focus on what actually drives growth.

Take your salesman, Supan. He’s managing 47 SKUs, weaving through traffic between outlets, remembering which retailer prefers what, updating spreadsheets, and running report after report, all while trying to actually sell. That’s where Bizom’s AI comes in. It handles the grunt work, so Supan’s energy goes where it matters most: connecting with retailers, making smarter decisions, and closing more deals.

AI Maturity and adoption in Businesses India Vs Global

GST 2.0: The Perfect Storm for Ground-Level Intelligence

Just as we were discussing AI’s ground-level impact, GST 2.0 landed on September 22, 2025, creating both chaos and opportunity. With multiple FMCG items moving from complex four-slab structure to simplified 5% and 18% rates, your pricing strategies need real-time recalibration.

The RIO Reality Check: While companies struggle with MRP revisions and price point adjustments, smart field teams equipped with Real Intelligence are already adapting their pitches, updating retailer conversations, and capitalising on the tax advantages for products like butter (now 5% vs previous 12%) and electronics (now 18% vs previous 28%).

GST 2.0 Impact Before vs After Tax Rates for Major FMCG Categories & Brands in India

From Delhi Discussions to Ground Truth: The 5x Value Shift

Our Delhi RI Tour revealed a critical insight backed by hard data: Indian businesses are leading globally in AI ROI, with 23% already seeing measurable results, the highest in Asia-Pacific! But here’s the kicker: this only happens when AI moves from the boardroom to your salesman’s smartphone.

Everything Boring in CPG, Brought to Life by Real Intelligence

Let’s be real, most of what keeps FMCG running is… boring. But that doesn’t mean it’s unimportant. In fact, these tasks are the backbone of smarter, faster, more profitable field operations. Here’s how Bizom turns them from tedious to transformative:

 

Boring 1: Master Data Cleanup – Outlet Deduplication

Dirty, messy data is the silent villain in FMCG growth. Duplicate outlets, outdated info, and missing SKUs may seem minor, but they cost time, money, and opportunities. Bizom’s Outlet Deduplication solves this automatically, cross-checking geo-coordinates, timestamps, and 30+ quality parameters to catch duplicates before they slip through.

The result? A clean, accurate, and deduplicated outlet universe that forms the foundation for smarter sales decisions, sharper targeting, and up to 67% higher productivity. What was once tedious grunt work now drives real business growth.

 

Boring 2: Sales Execution & Day-to-Day Decision Making 

Managing dozens of outlets, remembering retailer preferences, deciding on orders, and optimising routes, these daily tasks can drain even the most experienced reps. That’s where Bizom’s RI Co-Pilot steps in.

RI Co-Pilot acts as a smart wingman in your rep’s pocket, automating the boring stuff. It provides personalised pitches, suggested orders, timely nudges, and store-level insights, turning every visit into a high-impact, strategic interaction.

With the grunt work automated, your field teams can focus on what truly matters: smarter conversations, faster conversions, and measurable growth on the ground. What was tedious is now the engine of sales excellence.

 

Boring 3: The demand guesswork
Let’s face it: sales reps aren’t hired to babysit stock levels or manually figure out which SKU will fly off shelves. But that’s exactly the boring grind they’re stuck with. Enter Bizom’s RI Agents. They turn the clutter of checking inventory, guessing demand, and rerouting on the go into automated nudges.

Instead of juggling spreadsheets in their head, reps get live prompts like “SKU B is spiking nearby” or “this outlet is running low, push a refill.” Routes adjust on the fly, insights pop up instantly, and decisions that used to take hours now happen in seconds.

The result? Less time firefighting, more time selling. RI Agents strip away the dull calculations so every rep can play strategist on the street—pitching smarter, preventing stockouts, and closing more deals.

 

Boring 4: Setting the beats right
Designing beats sounds strategic, but in reality, it’s a painfully boring exercise. Endless spreadsheets, trial-and-error route planning, juggling visit frequencies, it eats up time and still leaves gaps in coverage.

Bizom’s Beat Optimisation automates the heavy lifting. They crunch through outlet data, sales patterns, geography, and visit rules to generate optimised beats in minutes, not weeks. No more manually plotting who goes where and when. Instead, you get:

  • Compact beats with reduced travel time

  • Balanced coverage across outlets

  • Smarter frequency planning that adapts to outlet potential

What used to drain managers with tedious calculations now flows as ready-to-use, data-backed plans. Sales teams spend less time on the road and more time engaging outlets.

The Delhi RI Tour Revelation: Beyond Perfect Accuracy

One profound insight from our Delhi discussions was that AI models don’t need to be 100% accurate to deliver value. Just like how Indian businesses demonstrate the highest ROI from generative AI globally, success comes from practical implementation, not perfect systems.

The Pragmatic Path Forward

Our roundtable conversations reinforced one truth: transformation doesn’t need to start big, it needs to start where it matters most. In CPG, Real Intelligence is already delivering measurable impact:

  • Faster promotion activation: 73% faster activation of campaigns, ensuring product launches and promotions hit the market on time.
  • Operational Efficiency: 67% boost in frontline productivity, with reps spending less time on admin and more time in stores.
  • Route Optimisation: Smarter beat plans that cut travel time, reduce costs, and increase outlet coverage.
  • Administrative Tasks: Automated reporting and compliance checks that free up bandwidth for actual selling and retailer engagement.
CPG transformation with Real Intelligence
Pragmatic roadmap for adopting AI

Beyond Boardroom Glamour: Field Force Transformation

After the powerful discussion, do you know the cusp of the entire discussion? Digital technologies will account for 40% of total manufacturing expenditure by 2025, but the real transformation happens when AI reaches the last mile, your field sales team.

The Real ROI of Ground-Level AI

While India’s FMCG sector is expected to see 5-6% revenue growth in FY25, companies leveraging AI for field operations are seeing exponential improvements. When your salesman has Real Intelligence as his companion, every store visit becomes strategic, every interaction becomes data-driven, and every decision becomes smarter.

Your Next Move: From Vision 2030 to Today’s Reality

The future isn’t about AI replacing your field force, it’s about Real Intelligence amplifying their potential. As GST 2.0 reshapes consumer spending and traditional trade faces new challenges, the question isn’t whether you need AI on the ground, it’s how fast you can deploy it.

The numbers don’t lie. 58% of global experts expect AI to significantly boost sales productivity, while 53% believe it will redefine customer engagement. But these gains won’t come from endless pilots or abstract strategies. They come when AI is embedded where the action truly happens, on the ground, in the hands of your sales force, shaping every pitch, every order, and every retailer conversation.

The future of CPG will be written not in slides or strategies, but in smarter decisions made in kirana stores, supermarkets, and modern trade aisles across the country. The brands that win will be those that turn their field force into their sharpest competitive weapon, powered by Real Intelligence.

So, the real question is: Is your AI ready for the boring?

Stay intelligent, Sometimes Boring
Your Real Intelligence Officer

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