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Unique MCP Hub: Towards an Agentic Workforce (Part 5)
Over the last four posts, we've dissected the strategy and architecture behind our new Model Context Platform (MCP) Hub. We've explored how it provides a vision for centralized AI, a framework for robust governance and security, and a seamless experience for end-users. But the Hub is not the end goal. It is the beginning. It is the foundational infrastructure—the central nervous system—that will enable our ultimate vision at Unique: to provide the financial services industry
Dana Ritter
Nov 14, 20252 min read


Unique MCP Hub: Empowering the User, Not Just the Admin (Part 4)
So far in this series, we've focused on the critical backend infrastructure of our Model Context Protocol (MCP) Hub—the vision, the governance, and the security. These elements are essential for our customers' IT and compliance teams. But the ultimate test of any enterprise platform is whether it empowers the people who use it every day to do their jobs better. For the relationship managers, research analysts, and portfolio managers at the heart of the financial industry, AI
Dana Ritter
Nov 3, 20252 min read


Unique MCP Hub: Fort Knox Security for Enterprise AI (Part 3)
In the first two parts of this series, we explored the vision for the Unique Model Context Protocol (MCP) Hub and how it brings order to the chaos of enterprise AI through orchestration and governance. But in the world of financial services, none of that matters without a foundation of uncompromising security. When you're dealing with sensitive client data, market-moving information, and strict regulatory oversight, security isn't just a feature—it's the bedrock of trust. Tha
Dana Ritter
Oct 27, 20252 min read


Unique MCP Hub: Orchestration and Governance in the AI Era (Part 2)
In the first post of this series, I introduced the vision for our Model Context Protocol (MCP) Hub—the central nervous system for AI in financial services. Now, I want to move from the "why" to the "how." How, exactly, does the Hub tame the chaos of AI adoption and give our customers the control they need to operate with confidence? The answer lies in two key concepts: Orchestration and Governance . For IT, compliance, and security leaders at financial institutions, the pros
Dana Ritter
Oct 20, 20252 min read


Unique MCP Hub: The Vision (Part 1)
The generative AI explosion has hit the financial services industry like a tidal wave. From private equity to wealth management, the demand for AI-powered solutions to drive efficiency and unlock new opportunities is palpable. We see it every day in conversations with our customers. They are eager to deploy AI assistants for everything from KYC and onboarding to complex investment research and due diligence. But this enthusiasm is coupled with a significant challenge: chaos.
Dana Ritter
Oct 13, 20252 min read


Navigating the Hype: Four Hurdles to Adopting MCP in Financial Services
At Unique AI, we’re obsessed with building products that deliver real value to financial institutions, from helping relationship managers...
Dana Ritter
Oct 9, 20253 min read


Finding Your Users When You Can't See Them: The Product Manager's Guide to Building AI Products in Finance
Building a great product starts with understanding your user. At Google, where I used to work, that was a core part of the culture. We...
Dana Ritter
Sep 19, 20253 min read


Designing for Trust: My Thinking Behind Unique AI and Spaces 2.0
Today Unique launched Unique AI and Spaces 2.0 into General Availability. As a product leader in technology, I’ve spent years observing a...
Dana Ritter
Sep 17, 20253 min read


The Hardest Part of AI Isn't the AI
bridging the gap between powerful models and the legacy systems where work actually gets done. I’ve spent a lot of my career focused on...
Dana Ritter
Jul 1, 20252 min read
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