March 9, 2026
By Dan Doman Chief Operating & Product Officer, Upland RightAnswers
Features

AI is only as powerful as the knowledge behind it - Upland RightAnswers

Artificial Intelligence has become a game-changer for businesses, but its success depends on something far less flashy: knowledge. Without a strong foundation of trusted, well-structured knowledge, even the most advanced AI can falter. This is why organizations need to rethink how they approach knowledge management, not as a back-office function, but as the backbone of their AI strategy.

The reality is that many AI projects fail because they overlook this critical step. High-cost service requests, inconsistent information, and fragmented systems create barriers that even the smartest AI cannot overcome. The solution lies in combining AI with a robust knowledge framework that ensures accuracy, trust, and scalability.

At RightAnswers, we have seen firsthand how this approach transforms outcomes. By embedding AI into knowledge creation and delivery, organizations can empower their teams to solve problems faster and more effectively. For example, RightAnswers enables agents to resolve issues up to four times faster, with a 49% faster search speed and 80% AI-generated response accuracy. These capabilities strengthen self-service while allowing enterprises to scale operations without increasing headcount.

But this is not just about technology. It is about creating a culture where knowledge is valued, shared, and continuously improved. When enterprises invest in the right tools and strategies, they are adopting AI in a way that creates a strong foundation for long-term success.

This shift is especially important in complex and regulated environments, where accuracy and compliance are non-negotiable. AI must operate within clear guardrails, supported by human oversight and defined governance processes. When knowledge is reviewed, versioned, and owned, AI becomes a trusted accelerator rather than a potential risk. Organizations that embrace human-in-the-loop governance are better positioned to innovate confidently while maintaining control.

As we reflect on being named one of KMWorld’s 100 Top Companies in Knowledge Management for 2026, we are reminded of the bigger picture: AI is only as powerful as the knowledge behind it. Enterprises that prioritize structured, connected, and trusted knowledge today will be the ones that unlock sustainable AI impact tomorrow. And when knowledge is done right, the possibilities are endless.