SurveySensum

FEBRUARY 24, 2025

Both Work With Unstructured Data : Both text and sentiment analysis deals with unstructured customer data and feedback, such as texts, emails, surveys, social media conversations, online reviews, etc. Both techniques transform raw text into structured data that can be analyzed for patterns and trends.

Sentiment Analysis 52

Sentiment Analysis Text Analytics Social Media Machine Learning 52

VOZIQ

FEBRUARY 25, 2022

Structured Data Over-reliance. Organizations using traditional models rely on structured data – e.g., subscription information, billing details, payment history, and FICO scores, to name a few -. However, structured data is transactional, quantitative, and fails to answer ‘why’ a customer might cancel.

Structured Data 40

Structured Data Unstructured Data ML Customer Retention 40

Lightico

MAY 22, 2025

As businesses generate and handle more complex, unstructured data than ever, the cracks in these legacy approaches are beginning to show. Inability to Handle Unstructured Data Perhaps the biggest limitation is that legacy OCR/RPA expect structured, predictable inputs, forms that match templates, screens that stay the same.

AI 98

AI Unstructured Data Invoicing ML 98