Head-to-head comparison
the npd group vs iri
iri leads by 10 points on AI adoption score.
the npd group
Stage: Early
Key opportunity: Leverage generative AI to automate the synthesis of disparate retail point-of-sale, consumer panel, and social sentiment data into predictive, narrative-driven market insights for clients.
Top use cases
- Automated Insight Generation — Use NLP and generative AI to analyze earnings calls, social media, and sales data to auto-generate trend reports and pre…
- Predictive Demand Forecasting — Apply machine learning models to historical sales and external data (e.g., weather, events) to forecast product demand a…
- Anomaly Detection in Retail Data — Implement AI to continuously monitor point-of-sale feeds for unusual patterns, identifying emerging trends or data quali…
iri
Stage: Mid
Key opportunity: Deploying AI-driven predictive analytics and generative AI to automate insight generation from disparate retail and consumer data, dramatically reducing time-to-insight for CPG clients.
Top use cases
- Automated Market Mix Modeling — AI models continuously analyze sales, pricing, and promotion data to optimize marketing spend allocation and predict ROI…
- Synthetic Data Generation — Generate synthetic consumer panels and store-level data to fill coverage gaps, enhance model training, and simulate mark…
- Natural Language Insight Summarization — Use LLMs to automatically scan earnings calls, social media, and news, summarizing key trends and sentiment for client c…
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