Head-to-head comparison
harmon research group, llc. vs iri
iri leads by 13 points on AI adoption score.
harmon research group, llc.
Stage: Early
Key opportunity: Deploy a generative AI-powered research assistant to automate the analysis of open-ended survey responses and focus group transcripts, reducing manual coding time by 80% and enabling faster, deeper insight delivery.
Top use cases
- Automated Open-End Coding — Use LLMs to categorize and theme thousands of open-ended survey responses and social comments in minutes, replacing manu…
- AI-Generated Report Drafting — Generate first drafts of key findings, executive summaries, and chart descriptions from data tables, allowing analysts t…
- Intelligent Survey Design Assistant — An AI tool that suggests question wording, flags potential biases, and optimizes survey flow based on project objectives…
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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