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Personalisation at Scale

Gurtej Singh Chawla, Director of Marketing at Innova Solutions writes about B2B and Tech Brands moving beyond generic campaigns

BY Gurtej Singh Chawla
Published: Feb 26, 2026 3:17 PM 
Personalisation at Scale

Right into recent years, personalisation was perceived by many B2B organisations as a strategic augmentation little better than adding the name of a buyer to an email or changing the headline on a landing page. The previous strategy has brought fringe benefits, though this time around it is inadequate. With the increase in the digital maturity of buyers in any industry, brands anticipate that their brands know the context of the buyer, industry pressures, and their unique needs in each stage of the process. Actually, 86 per cent of B2B shoppers currently report that they anticipate individualised experiences throughout engagements, but merely a quarter of them believe their anticipations are fulfilled, and there is a significant potential for performance disparity that proactive marketers need to address.

This change in expectations is not a hypothetical expectation. The B2B decision-making is becoming more and more similar to the B2C behaviours: buyers become more knowledgeable, are guided by the personalised content, and are not ready to be offered generic content. Survey findings show 77 per cent of B2B customers will not buy without personalised content, a grim sign that the concept of relevance has become something of a requirement rather than a luxury.

One-to-one marketing is no longer an experiment. It is a strategic ability that will define a brand to be able to satisfy demand, develop trust, and grow its pipeline faster in a hyper-competitive world.

The reason why generic campaigns have flattened

B2B purchasing cycles have never been as lengthy, stakeholder-involving, or contextually demanding to the modern buyer as they are currently. Enterprise purchases are characterised by a number of six to ten decision-makers with different priorities and evaluation criteria. It is a very complex situation, which requires very specific interactions, in which stakeholders are orientated in awareness, consideration, and decision using content that is relevant to their role and stage.

The statistics affirm this change. Those organisations that have been able to invest in high levels of personalisation have continuously performed well in the major performance indicators. In the case of personalised experiences, the conversion rates can go as high as 80 per cent, and the key call-to-action performance may be enhanced by over 200 per cent over the experience with generic options.

However, most B2B marketers are slow in implementation. Studies indicate that although 86 per cent of companies argue to employ some level of personalisation, 40 per cent employ it ineffectively with a lack of deep contextual relevance. This leaves a gap in general: customers want customised trips, yet most companies provide a shallow level of segmentation.

The result, as is obvious, is noise with scale and growth with relevance. Contemporary marketing is meant to do so.

The Transformative Role of AI: From Hype to Strategy Differentiator

Artificial intelligence has been both fast-developing as a productivity system and as a source of personalisation force. By using AI, marketers will be able to study large amounts of behavioural, firmographic, and intent data and identify trends that human teams cannot perceive at scale. This will enable the teams to find those accounts that have demonstrated a serious buying intent, match the messaging to the buyer interest, and focus their own efforts on those where they will have the most significant impact.

According to the latest industry statistics, more than 80 per cent of organisations reckon that AI enhances personalisation and buyer experience, and 85 per cent of businesses consider that those that use AI will experience greater revenue performance compared to those who do not. This is in line with wider research that more sophisticated AI-driven personalisation can produce returns of up to $20 for every dollar invested and up to 5x-8x marketing investment returns in some environments.

Furthermore, AI is not only spurring greater recommendations, but it is also transforming how content is provided. According to marketers working with AI, segmentation, predictive analytics, and optimisation of real-time engagement have been improved. However, the momentum notwithstanding, the primary reason why most people adopt it today is to create content as opposed to personalisation powered by intelligence. Predictive analytics and intent signal usage are underutilised by only a minority, and the strategic teams have enormous potential.

This supports the main argument, which is that AI is not a replacement for strategic clarity; it enhances the worth of solid positioning, data strategies, and considered buyer-based planning.

How Personalisation at Scale Works in Practice

Personalisation on a scale can be observed in intentional coordination on various dimensions of buyer interaction. Major organisations design their strategies based on three basic dimensions:

  1. Use-case and industry specificity, providing narratives that appeal to vertical pain points and results
  2. Role-based messaging, which deals with the specific goals of influencers, technical evaluators and economic buyers
  3. Interactive journeys: An interactive journey, or stage-aware content is a journey in which the interaction progressively moves an account up the funnel via a relevant value exchange.

Placing content against real buyer questions instead of internal product narratives makes the engagement a broadcast rather than a dialogue. This tactic is what enables personalised calls to action to be more effective than generic ones by over 200 per cent, and why developed personalisation strategies are associated with an increase in revenue growth by 40 per cent compared to others.

More importantly, personalisation does not mean automation. Real personalisation applies AI and automation to boost relevancy through the combination of data, human insight, and accurate messaging to resonate with the context.

Learnings of Successful Organisations

There are various strategic truths that we can learn from organisations that have effectively implemented personalisation on a large scale. First, it must be clear on the value proposition: ambiguity cannot be recompensed by AI. Second, personalisation is increased by investing in data hygiene, single customer records, and strong analytics. Third, excessive uncontrolled automation becomes a way of diluting trust; deliberate personalisation can be quite important, and this can only be achieved with human actions informed by data.

Businesses that incorporate personalisation into business processes, as opposed to campaigns, achieve more profound business results. They also enjoy better conversion and engagement as well as better customer relations and retention. As an example, personalised content strategies were found to drive engagement and sales percentage growth in B2B segments in the double digits.

One-to-One Marketing Is a Strategic Necessity

The personalisation at scale movement is indicative of a more general change in the marketing of the B2B sector: no longer pushing messages, but empowering decision-making. Personalisation does not merely streamline touchpoints; it makes relevance, minimises friction, and expedites buyer trust.

Here, marketers need to consider campaign outputs to capabilities. The organisations that succeed will be those who combine first-party data, use sophisticated analytics, organise cross-functional teams, and apply AI as a strategic multiplier, not as a crutch. It is not merely increased marketing that is good, but the outcome.

(All views expressed by the author are personal. They do not necessarily reflect the views of any organisation)

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  • TAGS :
  • TECHNOLOGY
  • AI
  • Gurtej Singh Chawla
  • Innova Solutions
  • B2B organisations
  • tech brands

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