Spotlight Group AB and Predli: Building Kalqyl AI for Financial Insights
Spotlight Group AB, owner of Kalqyl, a platform dedicated to providing financial insights, recognized the need to streamline and enhance their data analysis capabilities. With an increasing volume of financial data to process, Spotlight turned to Predli to develop an AI-driven solution tailored to Kalqyl’s unique needs. Together, we created Kalqyl AI, a tool designed to automate the analysis of financial data and provide concise, real-time insights for investors.
The Challenge
Kalqyl's goal is to provide investors with detailed and timely financial insights. However, manually processing financial reports, press releases, and other data was consuming too much time and resources. Spotlight needed a solution that could automate their data processing to manage increasing volumes efficiently, while still maintaining Kalqyl's high standards for accuracy and reliability in delivering financial insights.
The Solution
Predli partnered with Spotlight to develop Kalqyl AI, an AI model specifically designed for Kalqyl’s financial data needs. Key features include:
• Automated company research: Kalqyl AI generates 100% AI-driven financial reports, offering independent and objective analyses tailored to the needs of both private and institutional investors.
• Automated data extraction: Kalqyl AI processes large volumes of financial documents, including reports, press releases, and external information, without the need for manual input.
• Real-time analysis: The AI generates quick, accurate analyses, giving investors the information they need without delay.
• Custom-built interface: The platform is designed with ease of use in mind, ensuring that both Kalqyl's team and their users can efficiently access the insights provided by the AI.
• Automated company news monitoring: Kalqyl AI uses a proprietary relevance filter to summarize important company-specific news (e.g., quarterly reports, acquisitions, signed agreements) only seconds after it is published.
Kalqyl AI operates across two major channels: its website and its X (formerly Twitter) account, KAI. On the website, detailed AI-generated company reports are publicly available here, offering investors in-depth financial insights. Meanwhile, the X account provides real-time news updates and summaries, ensuring broad and immediate access to critical financial information.
The Impact
Kalqyl AI has revolutionized the way Spotlight and Kalqyl manage financial data. Since implementation, they have experienced:
• Faster delivery of insights, allowing investors to stay ahead of market trends with up-to-date information.
• Reduced time spent on manual data processing, enabling the team to deliver a greater volume of in-depth financial analysis.
• Improved data accuracy, ensuring that financial analysis are reliable and actionable.
Kalqyl AI has published over 8,000 research reports and news insights, generating more than 4.6 million views annually. The Kalqyl platform as a whole, including Kalqyl AI, has a strong presence and generates a total of 8–10 million organic views per year.
One of the key advantages of Kalqyl AI is its ability to provide independent, objective analysis, free from the personal interests or biases that can affect human judgment. This has enhanced trust in the insights provided, as they are based purely on data.
The X account, KAI, ensures investors receive real-time updates directly on the platform, while the website offers comprehensive company reports tailored to their needs. Together, these channels expand Kalqyl AI’s reach to over 16,000 investors, including private individuals, institutions, and fund managers.
Feedback from Kalqyl’s team has been positive. The automation provided by Kalqyl AI has significantly reduced the time needed to process and analyze financial data, transforming their workflow and allowing them to serve their users more efficiently.
Conclusion
Spotlight Group AB’s collaboration with Predli on the development of Kalqyl AI highlights how AI solutions can transform financial data management. By automating routine processes and delivering fast, accurate insights, Kalqyl AI enables Spotlight to better serve its investors and grow its platform.
Kalqyl AI’s state-of-the-art agentic models and scalable infrastructure empower Spotlight to maintain its leading position in the Nordic investment market. The independent, data-driven analyses provided by Kalqyl AI have helped Spotlight create additional value for their customers, improving trust and decision-making. This project is another example of how Predli helps companies harness the power of AI to meet their unique challenges while driving value for their stakeholders.
Explore the AI-generated reports on Kalqyl’s website here or stay updated with real-time summaries via Kalqyl AI’s X account.
