Gen AI is set to reimagine the way organizations understand and manage customer interactions. From summarizing conversations to identifying themes, risks, and opportunities, AI is becoming a central tool for interpreting the thousands of daily interactions that define the customer experience. As expectations rise and service channels proliferate, companies are seeking new ways to achieve consistency, accuracy, and scale when evaluating these interactions.
One area where Gen AI is having a notable impact is quality assurance. Traditionally, QA has relied on manual sampling, which is time-consuming, labor-intensive, and limited to a small portion of conversations. AI completely changes this dynamic, allowing organizations to review every interaction with much greater consistency and speed.
This is where Auto QA comes in as a major development leveraging Gen AI. This has quickly become one of the most requested features among large enterprises and businesses with high call volumes. However, despite growing interest, most automated QA tools are still limited by standardized scorecards. These only measure surface-level behaviors such as greeting, closing, understanding the issue, and brand adherence. While these checks are helpful, they fail to capture the richer business-specific factors that truly define a great customer experience.
As organizations become more sophisticated in how they use AI, they require evaluation frameworks that reflect what’s important to them, rather than generic criteria designed for the masses. This change has created a clear demand for more adaptive, intelligent, personalized, and deeply contextual approaches to interaction assessment.
From common reports to customized intelligence
Tollring takes technology one step further by developing a fully customizable scorecard. We recognize that each company has a different definition of a “quality interaction,” so the way they measure conversations should be different as well. Rather than forcing predefined standards on you, we empower you to measure the specific outcomes that truly matter to your organization.
For example, one organization we work with needed to measure the number of meetings specifically booked with managing directors and decision makers, a critical step in the sales process. Standardized scorecards cannot provide this level of nuance. The same goes for common industry AI models. Since many providers rely on the same basic model, they will inevitably produce similar results.
To overcome this, our AI Labs team took on the complex challenge of training a unique AI model that can understand the entire conversation and extract accurate business-specific insights. Through advanced on-the-fly engineering and detailed instruction design, developers achieved accuracy that exceeds human capabilities. Now, that same organization can instantly see how many meetings are booked with key decision makers, delivering real, measurable value.
Control, security, and precision: A unique AI case study
Unlike many software providers that simply integrate APIs into existing AI engines, Tollring believes that a deeper, more controlled layer of intelligence built through proprietary development is the key to success. While API integration can provide a convenient entry point to AI-based services, it also brings limitations such as data security risks, quality inconsistencies, and the high cost and complexity of maintaining multiple third-party connections.
In contrast, owning the AI layer gives you complete control over accuracy, behavior, data processing, and model evolution. This means our customers can trust that their sensitive interaction data is processed securely and that the intelligence behind the analysis is consistent, transparent, and under our control.
For channel partners, this reliability is essential. This allows you to deliver AI-driven products and services with confidence, knowing that the underlying technology is robust, secure, and designed for real-world use.
Unlock channel opportunities
By incorporating this level of intelligence into our product roadmap, we are able to deliver out-of-the-box capabilities that help organizations gain deeper insights, greater accuracy, and more meaningful customer experience improvements.
For channel partners, this means tangible opportunities. This means delivering powerful, differentiated, AI-powered analytics to customers today, not as a promise for the future, but as a practical, secure, and monetizable service.
As Gen AI continues to evolve, we believe the combination of customizable data interrogation and controlled, proprietary intelligence will set a new standard for customer interaction analysis. This is a step toward a future where every conversation is a source of insight and partners can unlock measurable value at scale.
