What It Takes to Train AI for Finance

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TC Marketing

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July 3, 2025

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5

Min Read

Inside FIBI, AI Assistant’s Development Process

At Trading Central, innovation isn’t just about building new tools—it’s about solving real challenges faced by today’s investors. To understand how this philosophy shaped the development of our newest research tool FIBI, AI Assistant, we connected with team members from TC Labs, Raymond, Mohamed, and Elvys for an inside look at what it took to bring FIBI, AI Assistant to life.

A Mission to Democratize Investment Knowledge

Modern investors face an overwhelming flood of information, making it difficult to find clarity and make informed decisions. The team’s primary goal was to empower self-directed investor decisions by simplifying complex financial analysis, cutting through the information overload and transforming research into reliable, actionable analysis.

“FIBI makes advanced analysis accessible to every investor,” said Mohamed. "By providing interactive insights and clear, educational explanations, it helps investors expand their financial knowledge while making informed decisions.”

Whether it’s helping a novice trader understand a momentum indicator or giving a seasoned investor a quick analysis of the market news, FIBI delivers real-time, intuitive guidance, turning financial education into part of the investor journey.

Built with Trust, Trained for Compliance, Backed by Analyst Insights

In finance, trust is everything. From the beginning, the team prioritized data integrity, security, and compliance.

“We trained FIBI exclusively on trusted internal data from our own financial research tools,” Elvys explained. “This ensures data integrity, security and regulatory alignment from the ground up. Only responses that meet our strict compliance and regulatory standards are included.”

Beyond model training, FIBI’s outputs are continuously tested and validated by Trading Central’s team of global financial analysts to ensure that each interaction meets the highest quality and compliance standards.

“The analysts’ feedback helped us refine and structure the model's input for greater clarity and relevance,” Mohamed shared. “We leveraged the team’s deep financial knowledge to ensure that FIBI delivers contextually accurate and insightful guidance aligned with real-world investor needs.”

Thanks to a rich, high-quality database of training data and rigorous testing, the team ensured that FIBI checks all the boxes of a reliable AI Assistant and avoids the common pitfalls of financial AI

Challenges, Learnings & Surprises

Like any breakthrough project, building FIBI, AI Assistant came with its challenges. Adapting the model to interpret technical financial language, designing a personalized response for a diverse user base, while ensuring every output was both accurate and relevant were top hurdles.

Throughout this process, many valuable insights were found:

  • The Power of LLMs: The team was surprised by how FIBI generated natural responses that resembled human-like thought processes—by grasping context, nuance and even the intent behind complex financial questions.
  • Small Adjustments, Big Impact: The team found that minor changes in question phrasing or data presentation could lead to dramatically more useful outputs, highlighting the value of ongoing optimization.

By offering structured, progressively disclosed information, FIBI, AI Assistant empowers investors to make confident decisions within a compliance-friendly environment. FIBI is more than just another AI Assistant—it’s a reflection of Trading Central’s commitment to innovation, education and responsible investing. 

Want to see FIBI, AI Assistant in action? Book a demo!

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