Explore text data with a defined analytical purpose
Open-ended responses, interviews, and other permitted text sources may contain patterns that are difficult to review at scale. AI and natural language processing methods can be assessed as part of a scoped analytical project.
Technology Application
Open-ended responses, interviews, and other permitted text sources may contain patterns that are difficult to review at scale. AI and natural language processing methods can be assessed as part of a scoped analytical project.
Core Operational Framework
Potential applications
Assisted categorisation of open-ended responses; Theme identification across text; Sentiment analysis where suitable; Comparison of themes across relevant groups; Summaries supported by human review.
Suitability before automation
The language, sample, source permissions, data sensitivity, and research question affect the choice of method.
Validation and interpretation
Agree coding definitions and evaluate outputs against human-reviewed material.
Project-specific delivery
Data access, permitted tools, specialist resources, and any custom development are confirmed before accepting the work.
Project-Specific Implementation
Technology choices, questionnaire hosting, license access, and export structures are agreed during project onboarding to prevent platform lock-in. Learn more about our Survey Programming Services.
Discuss AI & Text Analytics Requirements
Share your technical logic, platform preferences, or data export requirements for an upfront evaluation.