The Pilot Inside the Iron Man Suit: AI in Consumer Insights

Kumar Kushal

Kumar Kushal

Deputy General Manager - Marketing Communications And Research, Tata Motors Commercial Vehicles

The Pilot Inside the Iron Man Suit: AI in Consumer Insights

The fear of artificial intelligence replacing professionals is fundamentally misplaced. For top-tier leaders, AI is not a replacement; it is an unprecedented capability multiplier. We operate in an era of absolute data abundance, yet access to identical data rarely produces identical business outcomes across organizations. This discrepancy proves a timeless truth: successful strategy demands a synthesis of hard data and unquantifiable human intuition (a combo of art and science).

Think of AI as an Iron Man suit. It is a profoundly powerful exoskeleton that amplifies the capabilities of the pilot wearing it. A marketing professional cannot possibly grasp every nuance of finance, engineering, or sourcing instantly. Today, AI acts as a bridging technology. It grounds creative ideas in commercial reality by modeling financial impacts or uncovering supply chain complexities that were previously invisible.

I can think of two types of users of this Iron Man suit broadly:

Basic User: The basic user leverages the suit and its immense power merely to lift a heavy weight and move it a few feet. In our industry, this looks like using AI for basic secondary research, summarizing documents, or drafting emails. Everyone is doing this.

Power User: The power user operates the suit to fly miles ahead. This represents true thought leadership. The power user leverages advanced models to sharpen their creative process, imagine new possibilities, and break down massive problems into manageable steps. This level of impact requires intense mental clarity and professional maturity. We must anticipate complex business implications and the right insight process to come up with solutions. AI won’t give us everything, but it can show us the steps of how we can reach the zenith if we can think about it.

The Three Vital Organs For The Pilot Inside the Suit

To operate this suit effectively, we must cultivate three specific capabilities:

The Eyes: We must see beyond the immediate data. This means imagining the entire lifecycle of an insight. We have to visualize how data is captured, analyzed, presented to management, and ultimately felt by the customer. It is about understanding the human reality behind the metrics as well as how it will be implemented by users in the organization.

The Brain: We need to think ten steps ahead if we want to leverage AI to the fullest. This involves monitoring and analyzing signals from across allied and non-allied industries globally to draw out new ideas and shifts in consumer behaviour. Standard track studies will not capture these shifts. With AI and the advent of multi-agent workflows, we can identify those rare moonshot opportunities that carry massive commercial potential, before the mass market has picked up on those themes.

The Heart: Businesses frequently must place calculated bets on ambiguous data. AI provides the hard science - running complex risk models, exposing unforeseen variables, and mapping thousands of potential scenarios in seconds. However, the machine cannot take the final leap. The true "art" of business is the courage to execute a strategy or launch a product even when the algorithm indicates a risk of failure. AI calculates the odds, but the human heart provides the conviction to act even under ambiguity.

Take the case of a hypothetical car manufacturer. They have a large amount of customer calling records (service calls, enquiries, customer feedback, etc.). They can also see what customers comment on brand videos, what topics influencers talk about in that category and then marry these with structured track studies. 1 month of this data in itself may not allow a researcher to identify a new customer need. But, 6 months or a year of continuous monitoring of this kind of large data set can enable AI to identify several hidden patterns and give us new hypotheses to test out. These may not only be in standard research, but also in communications design, website development, call center operations, even offline customer experience or in influencer marketing. In today’s time, it only depends on how much the insights practitioner uses their eyes, brain and heart to imagine use cases and then solve them creatively using the technology. The tech powers the professional, but the human drives change in the organization.

What Today’s Insights Leaders Must Do:

There is no doubt that AI brings unprecedented speed and power to our workflows. So understanding AI is critical across all organizational roles. We do not need to understand the technicalities of how Artificial Intelligence Or Super Intelligence algorithms work. We also do not need to obsess over every new shiny tool that launches daily. Checking in on industry developments once a fortnight may be sufficient in most cases.

Instead, investing time in honing our business judgment is more critical. Our analytical thinking, logical reasoning, and creative foresight are skills that can truly drive better decision making in the organization. The Iron Man suit can propel us at unprecedented speeds, but the pilot must always dictate the destination. The suit will only ever be as brave, empathetic, and forward-looking as the human wearing it. Dreaming far and wide is what will differentiate the leaders of tomorrow, provided it is paired with sound business judgment. Otherwise, an overambitious strategy driven purely by technological speed may simply end in a crash.

The author is Kumar Kushal, leading Consumer Insights at Tata Motors Commercial Vehicles. Views expressed are personal.

From the glossary

  • Brand tracking — Brand tracking measures how awareness, consideration and equity shift over time—but without synthesis it becomes continuous noise for CXOs.
  • Commercial acumen — For insights leaders, commercial acumen means understanding P&L, margins and constraints so research focuses on levers that change enterprise value.
  • Consumer insights — Consumer insights turn evidence about people into decisions about brands, growth and experience—more than another research report.
  • Triangulation — Triangulation means reading multiple, independent data streams together so a CXO gets a commercial narrative—not a pile of disconnected trackers.

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