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Expert opinion

6

From Business Intelligence (BI) to Business Agentic Intelligence (BAI)

By Ivan Vemado, AI Lead

For years, organisations have worked to embed data-driven thinking into their operations. Traditional business intelligence tools, dashboards, and even conversational interfaces have helped democratise access to information. Still, they have always required one essential step: someone needed to know what question to ask. Today, this limitation is disappearing as we enter a new era, called Business Agentic Intelligence (BAI), where systems do not wait for a user prompt but instead proactively analyse data, anticipate needs, and support decision-making in real-time. BI tools are integrating agents to bring this next generation of analytics to enterprises, strengthening data and AI transformation.

The hype of AI, mainly caused by GenAI technology, has led many companies to look for conversational BI, but what they need is to shift to agentic analytics, which represents a profound evolution. Conversational tools made it easier for people to interact with data, yet they remained reactive by design.

Agentic analytics introduces a new paradigm in which platforms assess business performance continuously, detect anomalies before they escalate, and provide recommendations that are grounded in context. These systems behave less like traditional software and more like intelligent digital collaborators, able to work alongside decision-makers with initiative and independence.

Market Trends and AI Adoption

The momentum behind this shift is reinforced by the broader market landscape. According to Gartner’s Decision Intelligence predictions, more than 70% of enterprises will adopt AI to assist or automate decision-making. McKinsey’s 2025 Global Survey on AI shows that adoption is accelerating not only in scale but in measurable impact: more than 44% of companies report that AI is already reducing operational costs, while they expect generative or autonomous AI systems to deliver return on investment within the first year of deployment. High performers, in particular, are rapidly incorporating autonomous analytical workflows as part of their core operations. Real-world cases highlight how agentic and semi-autonomous systems are already transforming industries.

  • Coca-Cola, for example, recorded more than one million AI-assisted customer interactions within weeks of launching new automated engagement tools

  • Starbucks reported a 30 percent increase in marketing ROI through AI-driven personalisation

  • Nike has used advanced AI models to address sizing challenges that previously affected up to 60 percent of digital shoe purchases

These public examples demonstrate the speed and scale with which intelligent systems can drive measurable improvements when embedded deeply into business processes.

Broader enterprise benchmarks from Boston Consulting Group further reinforce the value at stake. Recent BCG insights suggest that AI-powered workflows can accelerate business processes by 30% to 50%, along with up to a 40 percent reduction in time spent on manual data analysis tasks. Companies that extract the highest value are those that operationalise AI agents across multiple departments and workflows, achieving impact at a scale unattainable through isolated pilots.

Advanced agentic analytics platforms

The most advanced agentic analytics platforms available today are capable of interpreting natural language questions with high-precision answers powered by a knowledge graph engine while also generating proactive, context-aware insights. Their ability to surface explanations rather than raw visualisations makes them especially powerful for business users seeking clarity rather than complexity. Combined with strong enterprise governance and alignment with global regulatory expectations, these tools provide a robust foundation for organisations ready to embrace agentic intelligence.

This new agentic technology creates measurable value for businesses by transforming the way teams interact with data, removing friction, reducing analytical bottlenecks, and enabling employees to access critical insights in seconds instead of days. Democratising data with an easy workflow is how it empowers commercial, operational, and customer-facing teams to make faster, better decisions without relying solely on analysts.

One of the leading agentic analytics tools is Veezoo. Organisations typically use Veezoo to improve sales performance through instant pipeline visibility, optimise customer service with real-time operational metrics, or enhance financial control by providing immediate answers to complex queries across systems. Its agentic capabilities accelerate this even further, shifting analytics from reactive querying to continuous, autonomous insight delivery. The result is a smarter, more agile business where intelligence flows directly to the people who need it, at the moment they need it.

With today’s cutting-edge technology and Keyrus’ leadership in AI transformation, the next chapter of analytics is already unfolding across all territories. Business Agentic Intelligence is a turning point in evolution. And for organisations ready to embrace it, the future is no longer only insight-driven, but insight-enabled, proactive, and profoundly intelligent.

Ready to finally democratise your data?

Move beyond dashboard fatigue. Let Keyrus show you how you can transform your organisation into a truly data-driven enterprise. Contact us sales@keyrus.co.za.

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