ReadyAI x Ipsos: Transforming Market Research with AI
Background
ReadyAI partnered with Ipsos, one of the world's largest market research firms, to revolutionize the analysis of open-ended survey responses. Ipsos collects millions of free-text answers globally; historically, converting these into structured insights took days of manual coding. ReadyAI developed a proprietary AI model and leveraged the ReadyAI subnet on Bittensor (Subnet 33) to transform unstructured responses into analyst-ready data in minutes, marking phase one of an ongoing collaboration.
Challenge
- Time-intensive manual coding that delayed delivery of insights
- Inconsistent classification across large datasets due to human variability
- Limited scalability when handling very high response volumes
- Multi-language complexity requiring specialized linguistic expertise
- Loss of nuance in responses containing multiple themes or mixed sentiments
Solution
ReadyAI deployed its market-research-focused AI classification system to deliver accurate, fast, and scalable analysis.
Core Capabilities
Universal Adaptability
Works across banking, retail, healthcare, and technology with zero setup.
Multi-Code Classification
Captures up to 10 distinct themes per response when warranted.
Integrated Sentiment Analysis
Labels tone with confidence scoring and reasoning.
Cross-Language Processing
Processes Spanish, French, Portuguese, and more against English code frames.
Technology Architecture
- Proprietary ReadyAI Model: Multi-pass validation ensures consistency and quality in classifications
- ReadyAI Bittensor Subnet (33): Distributed processing for enterprise-scale throughput and additional validation
- Dual Processing Approach: Combines model precision with decentralized resilience for optimal performance
Results
Speed
- Processing time reduced by 95%+
- Near real-time delivery — structured data within hours instead of weeks
- Scalable throughput — handles 10x more responses without proportional delays
Accuracy & Consistency
- Uniform standards that eliminate inter-coder variability
- Multi-pass validation across entire datasets to ensure quality
- Richer context via multi-theme capture and sentiment for deeper insights
Cost Efficiency
- Fewer analyst hours spent on manual coding; more focus on strategy
- Lower per-response operational costs at scale
- Faster time-to-value, improving clients' competitive advantage
Impact on Ipsos Operations
- Enhanced Service Delivery: Weeks of work compressed into hours
- Improved Data Quality: Consistent coding standards across all projects
- Global Scalability: Efficient, multilingual processing across regions and industries
- Strategic Focus: Analysts shift from tedious coding to high-value interpretation
Key Takeaways
- Industry Leadership: Ipsos is positioned at the forefront of AI-powered market research
- Transformational Speed: Minutes-not-days processing enables new product offerings
- Enterprise-Scale Reliability: Technology meets demanding volume and quality requirements
- Competitive Advantage: Faster insights with enhanced analytical depth for clients
Future Applications
This first phase lays the groundwork for transforming market research workflows globally:
- Real-time research: Near-instantaneous analysis enables agile decision-making
- Expanded survey scope: Economical processing of larger samples unlocks deeper statistics
- Longitudinal analysis: Consistent coding supports reliable trend tracking over time
- Predictive intelligence: Historical data can power forecasting of market movements
- Global programs: Unified analysis standards across international, multi-language studies
The ReadyAI–Ipsos partnership demonstrates how AI amplifies human expertise, evolving a leading research firm into an even more powerful insights engine for global clients.