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Thought Leadership|January 2026

Democratising Insight: How AI Is Making Insight Accessible

Insight always existed. Access did not. AI is changing that imbalance.

ByMarcus HallFounder & CVO, Revue-ai

For a long time, high-quality business insight sat behind paywalls—consulting firms and specialist advisors producing expensive reports. The thinking wasn't secret. The access was.

Artificial Intelligence is now quietly reshaping that reality.

Not Replacing Judgment—Extending Reach

Not by replacing human judgment. But by putting better insight within reach of more people. Every organisation wrestles with similar questions: How do we best deliver results? What trends matter—and which are noise? What should we prioritise next?

The frameworks to answer these questions have existed for decades. What was missing was access to the time, data, and cognitive horsepower required to apply them rigorously. Traditional consulting filled that gap, but at a cost that created a business insight divide.

Who Has Been Priced Out?

The list of who has been priced out of valuable insights is long:

  • Internal teams that need insights on demand
  • Non-profits and social enterprises operating under tight funding constraints
  • Public sector organisations facing procurement complexity and budget scrutiny
  • SMEs and startups that cannot justify six- or seven-figure engagements
  • Emerging markets where consulting economics rarely scale

For these groups, insight often meant intuition, recycled templates, or delayed decisions—not because leaders lacked ambition, but because insight was inaccessible. AI changes this equation.

AI doesn't "know" your business—but it helps you understand it better.

AI can quickly summarise data, surface patterns, and highlight anomalies that might otherwise be missed. Rather than just giving answers, AI helps people ask better questions—about customers, processes, costs, and risks.

Insight On Demand

Instead of waiting for annual reviews or external analysis, insight becomes something you can access on demand. People can test ideas, explore scenarios, and sense-check decisions without committing large budgets or asking for permission.

Questions Worth Asking

  • What business insights do you need?
  • Who has been priced out of consulting?
  • Does democratisation improve decisions?

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Further Reading

  • How Reviews Work — See how AI-powered reviews make delivery insight accessible to every organisation.
  • Delivery Insights — Products designed to democratise access to consulting-grade intelligence.