Unlocking the full power of GenBI - Impetus
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Unlocking the full power of GenBI

In our first post, we discussed how generative AI is shaking up the business intelligence (BI) world. In this blog, we’ll get into the nuts and bolts – how to adopt GenBI, the tech leading the charge, and how your team can make faster, smarter decisions.

Oct 2024
Impetus/Resources/Unlocking the full power of GenBI

As more companies jump on the GenBI bandwagon, leading industry vendors are starting to embed AI capabilities into their BI tool offerings, setting a new standard for data and decision-making. Here are what some of the most popular BI tool vendors are up to these days:

  • Microsoft Power BI with Copilot: Leading the BI market, Power BI now lets you ask questions in plain English and get insights without any additional coding. Integrating with Azure AI means predictive analytics is built right in – helping you stay ahead of the curve.
  • Amazon QuickSight with Amazon Q: QuickSight employs natural language prompts to deliver real-time, AI-driven insights – perfect for businesses already hosting their data and applications on AWS. There is no need for complex queries; ask and get what you need.
  • Google Looker with Gemini: Looker’s recent integration with Google’s Gemini AI automates data visualization and reporting. Tied into Google Cloud, it’s especially useful for teams working with large datasets.
  • Databricks AI/BI Genie: Databricks Genie isn’t just reactive; it learns from your team’s question and delivers smarter insights the more you use it. It is a strong consideration for companies already using Databricks for large-scale data analytics.

Overcoming the challenges of GenBI

Given it is still early days for GenBI an organizational learning curve should be expected, but there are ways to ensure your company is on the right road to unlock its full potential. Here’s how to get ahead of expected challenges:

  • Keep your data clean: GenBI is only as good as your data, so ensure you have solid data governance in place. Real-time monitoring is key to keeping insights accurate and up to date.
  • Focus on security: With AI digging deeper into your data, security becomes even more crucial. Ensure your GenBI tools meet all necessary compliance standards to keep your data safe. Internal access controls based on role and seniority are essential for any size organization.
  • Train your team: GenBI adoption isn’t just a tech shift – it’s cultural. Invest in effective, sustained training to get everyone on board, from BI teams to business users. Consider starting with a pilot team composed of volunteers who are motivated to adopt, access, and utilize the power of this new generation of tools.
  • Balance costs with ROI: While GenBI requires an upfront investment, the long-term payback, like automating reports and delivering more in-depth, faster insights, makes it worth it. Automated migration accelerators like Impetus’ LeapLogic can help you switch from legacy BI tooling smoothly and affordably.

Are your GenBI investments paying off?

To know if your GenBI investment is paying off, focus on these key performance indicators (KPIs):

  • Insight accuracy: Are the insights consistent and trustworthy?
  • Time-to-insight: How quickly are you deriving actionable insights compared to your old BI tools?
  • User adoption and satisfaction: Are people using the tool, and happy with it?
  • Reduction in BI backlog: Is GenBI cutting down on manual report requests from your team?
  • Data-driven decisions: How often is GenBI driving business decisions?
  • ROI from automation: Are you saving money by automating reports? Compare those savings to your investment.
  • Insight accuracy: Are the insights consistent and trustworthy?

What’s next for GenBI?

The GenBI revolution is just starting, and exciting developments are on the horizon. Here’s what to look out for:

  • Customization and explainable AI: Future platforms will be more customizable and offer more precise insights into how AI-generated results are produced.
  • Smarter natural language processing: AI will soon handle even more complex questions.
  • More powerful predictive analytics: GenBI tools will get better at predicting trends.

How to get the most out of GenBI

To make GenBI work for your organization, start with solid data governance, prioritize training, and monitor the right metrics. Tools like Impetus’ LeapLogic can help make the transition from traditional BI seamless. For more advanced organizations, specialized GenAI techniques like Retrieval-Augmented Generation (RAG) and Fine-Tuning may be worthwhile considerations to ensure you enjoy the full potential of what data-driven GenAI-powered business intelligence and agents can deliver.

Authors

Anjini Kumar
BI Architect

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