Q1. Could you start by giving us a brief overview of your professional background, particularly focusing on your expertise in the industry?

Thirty years in consumer goods teaches you one thing above everything else: growth strategies are only as good as the execution infrastructure behind them. That belief has shaped everything I have done.

Twenty-two years at Nestlé India across field sales, regional management, and shopper marketing for Maggi and Chocolates & Confectionery gave me an integrated view of how large FMCG organisations actually work at every level, from factory gate to the last kirana. A subsequent move to Relaxo Footwear as GM Sales North, with a mandate to transform a fashion brand into a distribution-intensive business, and a stint building a confectionery vertical at DS from the ground up, rounded out that corporate grounding.

Since transitioning to independent advisory work, I have worked across 25+ consulting engagements with 15+ companies , FMCG founders and brand owners spanning the full GTM spectrum: sales cost optimisation, pricing architecture and pack strategy, market entry and town classification, distributor appointment and network restructuring, throughput improvement at the outlet level, field force effectiveness, and building the organisational frameworks to manage multiple channels simultaneously without cannibalisation. The common thread across all of it is helping distribution-led businesses build the execution infrastructure that turns ambition into sustainable, profitable scale.

That practitioner depth built across large organised players and emerging brands alike is what informs the views that follow.

Q2. What major shifts are you currently observing in India's FMCG distribution and route-to-market landscape?

For decades, the FMCG distribution model in India followed a clear and consistent logic: appoint distributors at various levels, super stockists, distributors, sub-distributors, who would in turn reach out to retailers and wholesalers, ensuring that products moved from factory to shelf through a structured, relationship-driven chain. That model worked because it matched the infrastructure realities of the market and the economics of the time.

What has disturbed this structure fundamentally is the entry of new channels, modern trade first, and then e-commerce and quick commerce at a scale and speed that the traditional model was never designed to absorb. What e-commerce or digital commerce has achieved, enabled by the near universal penetration of smartphones and connectivity, is the ability to reach the consumer at the last mile directly with a range, breadth, and fulfillment capability that individual distributors cannot match. This has given brands route-to-market options that bypass the traditional channel entirely, and given consumers choices that were previously unavailable to them.

The deeper problem, however, is that as these new channels have grown, most FMCG companies have not evolved their models sufficiently. They continue to operate on a one-model-suits-all formula. A distributor serving dense urban markets and a distributor covering semi-urban or rural geographies face fundamentally different cost structures, throughput realities, and operational challenges yet the margin architecture applied to both remains largely identical. This mismatch is quietly eroding distributor viability in the markets that matter most for the next phase of growth, while companies remain focused on the channels that are most visible and most measurable.

Q3. How are emerging consumption patterns in Tier 2, Tier 3, and rural markets reshaping GTM models for FMCG companies?

Every market in India , regardless of size ,contains a pocket of consumption. The size of that pocket varies enormously, but it exists everywhere. The traditional distributor model is economically calibrated to serve pockets above a certain volume threshold. Where that threshold is met, branded FMCG companies capture the demand. Where it falls short, the demand goes unmet or gets captured by someone else.

That someone else is typically a regional brand with the distribution muscle to operate viably at lower volumes, or increasingly, e-commerce. Both outcomes carry a risk that tends to be underestimated. Regional brands, once entrenched, are genuinely hard to displace. E-commerce, once a consumer adopts it, creates its own loyalty loop; the cost of switching back is significantly higher than it would have been before that habit formed.

The GTM implication is straightforward: companies need to actively redesign how they serve smaller pockets ,through sub-distributor models, rural stockists with different margin architectures, or selective e-commerce fulfillment before those pockets are claimed by others. Waiting for a market to grow large enough to fit the existing model is no longer a safe strategy. The window to establish presence is narrower than most companies assume. 

Q4. How do you see the role of traditional distributors evolving in an era of quick commerce, e-commerce, and direct-to-consumer channels?

The traditional distributor is evolving, but not in a single direction, and that nuance matters enormously for how FMCG companies think about channel partnerships.

The most significant structural shift is generational. The new generation of distributor families has grown up with better education, broader exposure, and higher aspirations. Many are simply not interested in taking over the distribution function, as it involves considerable manual work and daily operational friction that does not appeal to someone with alternatives. One segment is exiting distribution entirely. Another ,particularly among larger families, is migrating up the value chain, preferring to operate as C&F agents or super stockists. Larger volumes, fewer customers, cleaner economics.

The distributors who remain and have scaled are a different breed. They run multi-principal operations, delegate day-to-day management to professional teams, and engage with FMCG principals primarily through a margins-and-P&L lens. Most FMCG sales organizations have not evolved sufficiently to engage with these partners as genuine business peers.

And then there is a third group ,new entrepreneurs entering distribution without legacy capital, compensating through diligence and hunger. In many ways, they mirror what the first generation of distributors looked like fifty years ago. The cycle is repeating itself.

The implication is clear: a single distributor engagement model cannot serve all three archetypes. Organisations that recognize this and adapt accordingly will build more resilient networks than those treating all distributors as interchangeable.

Q5. What role does data-driven decision-making now play in territory planning, outlet expansion, and sales forecasting?

The data infrastructure available today through SFA and DMS integration gives companies outlet-level visibility that was simply not possible a decade ago. The data problem has largely been solved. What has not been solved, particularly in mid-sized organisations, is the ability to convert data points into insights and insights into specific action plans. One set of KPIs applied uniformly across the entire sales organisation persists, even when the data would support far more targeted management. The organisations sitting on the richest data are often making the same decisions they made without it.

The most visible symptom is the continued obsession with numeric distribution ,adding new outlets at the expense of improving throughput at outlets already being served. These are different problems requiring different interventions, and the data to distinguish between them exists. It is rarely used with that precision.

The second gap is in the science of entering new towns. The questions of when to enter, what coverage is viable, what support a new distributor needs, and how that distributor should be shaped over the first twelve months deserve rigorous answers. In practice, the primary milestone remains whether a distributor has been appointed. A tick in the box substitutes for a plan.

Q6. What lessons from large FMCG organizations do you believe smaller and mid-sized brands can realistically implement for sustainable scale?

The most transferable lesson from large FMCG organisations is deceptively simple: back to basics, executed with rigor and discipline that most smaller organisations underestimate. Large FMCG companies succeed because they execute fundamentals relentlessly, using data and automation with increasing precision. No activity is a tick in the box. Every metric is the start of a continuous improvement question ,how do we get better, and how do we get bigger? That mindset separates organisations that compound growth from those that plateau.

The most neglected application of that philosophy is in building the sales team. Constrained budgets create an almost universal tendency to compromise on talent. Sales costs for large FMCG companies run at 4–5% of revenue; for smaller companies, upwards of 10%. But hiring cheaper people creates a far larger problem downstream: poor execution, inconsistent coverage, and weak distributor relationships that are expensive to reverse. My preference is to recalibrate the rollout plan around the capacity to hire quality people rather than expanding into geographies the business cannot yet service well. Fewer markets, better people, sharper execution. I understand this is easier said than done. But building these costs consciously into the P&L from the start is what creates the execution foundation for sustainable growth. Training and OJT sit in the same category ,treated as costs to avoid, when they are investments whose returns compound.

Finally, organisations that grew through wholesale, MT, or e-commerce ahead of building physical distribution face a specific conflict when they start investing in traditional GTM. The early channels compete with the network being built. Managing this AND-AND situation without cannibalization requires a disciplined framework that most have not developed. Building it before the conflict becomes a crisis is among the most important things a growing brand can do.

Q7. If you were an investor looking at companies within the space, what critical question would you pose to their senior management?

If I were evaluating an FMCG business, the first thing I would want to understand is the composition of its growth. How much is coming organically ,from markets where the brand has built a genuine distribution moat, where repeat demand is structural and not promotional, and how much is inorganic, driven by entry into new geographies or new categories? That ratio is an important signal of genuine brand demand versus manufactured momentum. A business that is growing primarily by adding new pins on the map, without deepening its hold in existing markets, is building on a weaker foundation than its topline suggests.

The more revealing question within that is how the brand is performing in markets it entered later, geographies where it has no legacy strength, and no inherited distributor relationships. If brand pull is transferring to newer markets and competing effectively against established players there, that indicates something real: an inherent strength that is not just a function of historical presence. That replicability is, to me, the most credible indicator of genuine growth potential.

The second lens I would apply is to management and organisational design. Are the business, systems, and processes driven, or individual-driven,reliant on the founder or a small leadership team for day-to-day decisions? A business that has empowered its team through clearly defined processes, rather than managing case-by-case, will behave very differently once management bandwidth becomes the constraint, which it always does.

Together, these two questions tell me whether I am looking at a business or simply a busy operation.