The Choice for Teams Who Turn Intelligence Into Impact.

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  • Microsoft
  • Google
  • Hyundai
  • Tech Mahindra
  • Dabur
  • HCL
  • IBM
  • KPMG

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        Frequently Asked Questionsfaq arrow Asked Questions

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          Frequently Asked Questionsfaq arrow Asked Questions

          faq arrow Find fast answers to the questions our clients ask most often.

          We use a wide range of continuously updated data sources, including proprietary datasets, partner integrations, secure APIs, primary and secondary research, and real-time social media intelligence. We also conduct extensive primary research.

          Our ‘One Intelligence’ approach sets us apart. We combine technology with primary, secondary, and social media data to deliver actionable intelligence: curated and contextualized for each role. Unlike competitors, we focus on automating insight generation, not just data collection, giving teams a single platform for comprehensive, decision-ready intelligence.

          We take on a wide range of intelligence-led projects, including market entry, customer journey mapping, competitive benchmarking, whitespace analysis, and sales or account planning. By combining proprietary technology with expert services, we help clients avoid data blind spots and deliver the most effective approach to each business challenge.

          Generative AI powers every stage of RefractOne’s intelligence — from data extraction and curation to insight generation — working alongside human expertise to surface actionable patterns, summarize complex data, and ensure intelligence is accurate, trustworthy, and free from errors or hallucinations.

          RefractOne offers three flexible models to meet organizations at their stage and pace:

          • Self-Serve: Full platform access on a subscription basis.
          • Hybrid: Platform access with on-demand analyst support.
          • Analyst-Led: End-to-end project support with dedicated expertise.

          This flexibility ensures every client can engage with RefractOne in the way that best supports their needs.

          We draw from a diverse and continually refreshed ecosystem of data. This includes large-scale proprietary datasets, partner data integrations, and secure API connections. Our sources span primary research, secondary research, and real-time social media intelligence. In addition, we conduct primary research through our ChatterPe ™ Platform based on specific client requirements. 

          RefractOne unites research, market, and sales intelligence into one connected platform. Our deep-profiled India panel of over 2 million respondents, paired with river sampling, enables agile, precise targeting. We offer instant gratification incentives to keep respondents engaged and response rates high, plus full vernacular support in every Indian language to reach audiences others overlook.  Beyond data collection, we bring end-to-end capability, from survey programming and analytics to market foresight and competitor tracking, to give you faster, context-rich intelligence that can be acted on immediately.

          Yes. RefractOne is built to handle the full spectrum of research. From structured surveys, analytics, and metrics-driven studies to in-depth interviews, focus groups, and social media sentiment analysis, our system integrates qualitative and quantitative insights into a single, actionable view. 

          Generative AI in RefractOne works alongside human expertise to deliver smarter insights. By combining advanced AI analysis with the judgment of domain experts, the platform surfaces actionable patterns, summarizes complex data, and identify patterns across research, sales, and marketing data to generate solutions you can trust. 

          Turnaround depends on the scope and complexity of your request. Smaller research projects or ad-hoc analyses can often be delivered within days, while comprehensive studies across multiple verticals may take several weeks. In every case, our approach balances speed with rigor to ensure insights are accurate, actionable, and reliable. 

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