Licensed data
Do you have access to licensed, ethically sourced data?
Explore how banks, wealth managers, insurers, and other financial institutions, can better prepare to scale generative AI by connecting to reliable data, developing systems for AI governance, and measuring impact across teams.
Do you have access to licensed, ethically sourced data?
Can you trace and validate answers your genAI tools produce?
Does your research stay secure within a dedicated cloud?
Evaluate your AI capabilities
Take the AI capability quiz to discover your organization's AI persona.

Your financial services firm may have already run genAI pilots in investment banking and across the broader business. It's important that those pilots become secure, adopted, and measurable. Scaled deployment should support high-value work, including:

Financial services firms need content that is high quality, structured, enriched, permissioned, and accessible for AI use cases such as: RAG, copilots, document analysis, company profiling, filings summarization, news and regulatory monitoring and governed research workflows
Often emerging when employees cannot access approved tools that meet their workflow needs, shadow AI describes unauthorized AI usage within an organization. It often leads to security risks and inaccurate output.
Effective AI governance addresses: which tools are approved for which use cases, what data can and cannot be used, how AI-generated outputs should be reviewed and customized, when source citations are required, when human review is required before outputs inform client, investment, risk or compliance decisions, who owns risk validation and escalation, how usage is monitored across teams and how policies are communicated and enforced

To scale genAI, financial services leaders need to show measurable value beyond experimentation. Enterprise AI value should also be assessed through workflow quality, decision support, risk reduction, user adoption, and commercial impact. A recognized value framework helps firms compare use cases, prioritize investment and communicate results to senior leadership.
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