PositivityTech® Algorithms |
by Marcia Tal
AI-powered predictive algorithms enable deeper understanding of customer frustrations and risks
We find the hidden opportunities in your customers’ complaints.
Combining AI-powered predictive insights and human expertise, the PositivityTech® Platform uses customer narrative data and identifies and resolves company policies and practices that lead to high-risk complaints.
PositivityTech® directly addresses key drivers of business risk, breaking down complaint language by parsing components in a sophisticated, easy-to-use, fully scalable solution.
The PositivityTech® intelligent platform’s Algorithms reveal potential environmental risks to drive preemptive management actions.
- Severity Score: A proprietary domain-specific algorithm and lexicon that identifies severe complaints and future risk based on customer narratives.
- Sentiment Score: An open-sourced algorithm and lexicon that identifies sentiments expressed in customer narratives.
- Categorization: Consistent and multifaceted grouping of customer complaints provides insights to identify relevant resolutions across all customer touchpoints, from digital to in-person.
- Bias Index: A tool that identifies prejudice within customer and employee complaints and makes it possible to prevent systemic discrimination.
- Using PositivityTech®’s AI-powered Bias Index, we’ve explored millions of customer complaints and discovered three types of biases — small in number, yet vital to find and prevent.
- Explicit bias: The customer uses words that indicate they experienced bias.
- Implicit bias: The customer uses contextual references that imply bias.
- Suggested bias: The customer describes situations that hint at bias.
- Triggers: Algorithms that reveal leading indicators of environmental risks, pinpoint timely issues that may require preemptive management actions.
- Debt Collection Model: Predicts likelihood of non-payment of debts owed.
Customers tell you what you need to know. Are you listening?
Transform negatives into positives with PositivityTech®, and ensure that complaints become a critical part of your success.