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Applied Intelligence A practical guide to using Al and human expertise to improve commercial decisions. 1

Applied Intelligence/Practical Guide

Above the waterline:

The question beneath the AI conversation

Licences, pilots, content generation and meeting summaries.

Investing in AI is one thing. Understanding where it can make a meaningful difference to business performance is another. With new tools and possibilities emerging, it's natural to start by exploring where AI can make everyday work easier. Pilots, content generation and task automation offer practical ways to begin. But these activities are only the tip of the iceberg. That's understandable. The surface is the easiest place to start, and the hardest place to see a return. Beneath the surface lies an opportunity worth exploring: how AI might support the decisions that influence pipeline, margin, customer relationships and long-term growth.

Below the waterline:

Applied Intelligence gives you a focused way to go deeper: start with an important business priority, the right people and a clear measure of improvement.

Human intelligence brings the context, judgement and creativity.

Pipeline, margin, retention and forecasting decisions.

Turning Artificial Intelligence into Applied Intelligence is about connecting the technology with the people, experience and knowledge already within a business. It's about finding where AI can be genuinely useful, without losing sight of the judgement and relationships that matter. This guide explores a practical approach: choose a commercial priority, bring together the right people and evidence, give AI a useful role, and consider how to recognise meaningful improvement. AI offers new ways to explore possibilities, support decisions and build on that expertise. 3

Applied Intelligence/Practical Guide

Finding a starting point that makes sense for your business Choosing where to begin is not always straightforward. With day-to-day commercial demands, competing priorities and limited time, deciding where AI might make a meaningful difference takes careful thought. A business may already have capable people, valuable customer information and several AI experiments underway, yet still be looking for clearer answers. Why are opportunities stalling? Where might growth be missed? Which activities deserve more attention or investment? A licence here and a pilot there can offer useful starting points. They may save time and make familiar tasks easier, without necessarily changing how sales, marketing and account teams understand customers or make decisions together. McKinsey's 2026 global AI survey highlights this distinction. While 80% of respondents reported improvements in their individual productivity, only 37% said AI had contributed positively to their organisation's operating earnings (EBIT).¹ For an established B2B business, useful knowledge may already exist across CRM records, sales conversations, campaign results, customer service teams and experienced colleagues. The opportunity lies in bringing that knowledge together, understanding what it means and deciding what to do next.

This gives us a more useful starting question:

Where could better insight help people make a more informed commercial decision? And from there, how might AI help them act on it?

¹ McKinsey & Company, The State of AI in 2026: On the Road to ROI, 2026.

Applied Intelligence/Practical Guide

What becomes possible when human intelligence meets AI? What if you could better understand which customers have room to grow with you, see what makes your strongest opportunities successful, or discover new ways to make the most of your team's time and expertise? Imagine having that understanding more readily available, with AI helping your people explore the possibilities and turn what they learn into meaningful action. There is something intuitive about exploring more of what your business already knows. Questions that once required hours of research could become easier to answer. Ideas could be considered from different perspectives.

Valuable knowledge could become more accessible to the people who need it, when they need it. Rather than adding another task to someone's day, AI could also support the work that follows by helping your teams prepare, bringing relevant information into view and assisting with routine steps. This leaves more room for the conversations, creativity and judgement that make their contribution valuable. Applied Intelligence offers the opportunity to make valuable knowledge easier to share, extend the reach of experienced people and explore new possibilities with greater confidence.

What lies beneath the surface

The prize is practical: Recognise opportunities earlier, give experienced people the insight and support to act, and measure the difference in revenue, profitability and customer value.

Applied Intelligence/Practical Guide

Three questions worth asking before your next AI investment Start with your people and priorities, then give them an AI role

Applied Intelligence/Practical Guide APPLIED INTELLIGENCE / PRACTICAL TOOL

The Priority Filter Which AI opportunity is worth pursuing first? Choose one possible AI application. Score each consideration from 1 to 3. Compare your options, then discuss the lowest-scoring areas before you begin.

What would you like to understand better?

Your business already holds valuable knowledge about customers, decisions and past experiences. Could more of it be put to use? Human expertise: Provides context, relationships and judgement.

What would you like your people to spend more time doing?

Does this address a business priority that matters?

Valuable conversations and decisions often require hours of preparation. Human expertise: Recognises what matters and where attention is needed.

AI could help: Identify patterns across approved records, feedback and research.

AI could help: Organise information, prepare briefings and summarise approved documents.

Try this → Choose one recurring business question. Explore what AI reveals and review the findings with an experienced colleague.

Try this → Compare one recurring task with an AI-assisted approach, including time spent checking the results.

Look for: Clearer insights that support better decisions.

Look for: Time genuinely saved for higher-value work.

Commercial relevance

LOW

HIGH

Human ownership Is someone able to review the output and remain accountable? LOW

Information readiness Is the information reliable and approved for use? LOW

03 Where to begin? Choose one question that matters to your business. Bring together the right people and information, give AI a useful role and assess what has improved. Human intelligence, amplified by AI.

What opportunities could AI help you explore?

Some ideas deserve attention but compete with everyday priorities.

Measurable improvement Can you tell whether the work has genuinely improved? LOW

Human expertise: Assesses feasibility, commercial value and practical constraints. AI could help: Research possibilities, compare approaches and explore scenarios. Try this → Revisit one idea your team has set aside. Use AI to explore two or three approaches, then evaluate them together.

TOTAL SCORE _____ / 12

Use this to compare opportunities, not as an approval rule. Resolve weak data or unclear ownership before proceeding.

START SMALL → TEST THE APPLICATION → REVIEW THE RESULT

Applied Intelligence/Practical Guide

From Access to Advantage The possibilities for AI continue to grow. Yet the greatest opportunity may not lie in the tools themselves, but in what experienced people can achieve when those tools are applied to meaningful business priorities. Applied Intelligence starts with the knowledge, judgement and relationships already within your business. It asks where AI can help people understand more, work more effectively and make betterinformed decisions. You don't need to transform everything at once. Choose one important question. Bring together the right people and information. Give AI a useful role, then assess what has genuinely improved.

The measure of AI isn't what it produces.

The opportunity is not simply to do more with AI, but to discover what more your people could achieve with it.

It's what your people can do differently. 10

Applied Intelligence/Practical Guide

How Equals Five can help Equals Five is not a traditional marketing agency. We provide fully formed, fractional sales and marketing teams that work as an extension of your business, helping you grow faster and build a stronger, more valuable organisation through effective commercial marketing. At the heart of our approach is growth marketing with a commercial purpose. Our focus is not simply on generating more leads, winning more customers or increasing revenue. We help clients build stronger, more scalable and more valuable businesses by improving how they go to market, sharpening their propositions, strengthening their brands, creating sustainable demand and pipeline, and developing the commercial capabilities that support long-term growth and enterprise value. Rather than building a complete in-house function, clients gain rapid access to an established team of experienced marketing and commercial professionals, bringing together the leadership, specialist skills, capacity and technology required to deliver. In many cases, the total investment is comparable to the fully weighted cost of employing a single senior marketing manager, while providing access to a much broader range of senior and specialist capability.

Our model is designed around the individual needs of each organisation. We can provide a complete fractional sales and marketing function or work alongside an existing internal team, filling gaps in leadership, expertise or execution capacity. As priorities evolve, the team can flex and scale, giving clients access to the right people and capabilities at the right time without the cost, complexity or long-term commitment associated with building a large permanent team. Our teams combine senior commercial and marketing leadership with specialist expertise across go-to-market strategy, market development, positioning and proposition, demand generation, account-based marketing, digital, content, events, CRM and marketing automation, sales development and commercial enablement. The emphasis is always on connecting strategy with execution and ensuring sales and marketing activity is commercially focused, measurable and accountable.

Applied Intelligence/Practical Guide

Technology and artificial intelligence are increasingly central to how we work. We believe the greatest opportunity comes from combining human intelligence with applied AI. Experienced judgement, creativity and commercial understanding remain fundamental, while AI enables teams to analyse faster, automate intelligently, improve productivity and execute at greater speed and scale. The result is better thinking, faster execution and stronger results. Ultimately, Equals Five works as the team behind your growth, operating alongside your people rather than outside your business. We align ourselves with your vision, commercial priorities and ambitions, helping you not only grow your business, but create a stronger, more effective and more valuable organisation through better commercial marketing.

Equals Five, the senior-led growth marketing team helping ambitious businesses grow and become more valuable.

Better thinking. Faster Execution. Stronger Results.

Applied Intelligence/Practical Guide

Get in touch with us: T: +44 (0) 1202 201930 | E: hello@equalsfive.co.uk | W: equalsfive.co.uk A: Equals Five, Bourne Gardens, Exeter Park Road, Bournemouth, UK, BH2 5BD