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Synthesize

AI-native analysis, built for modern research teams.

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Traditional survey platforms were built to collect data. Sprig is built to interpret it.

Synthesize Agent transforms structured and open-ended responses into clear, evidence-backed research narratives. Not dashboards or keyword clouds. Real analysis you can defend.

Report widget

The AI Research Workflow.

Sprig Agents work together to run the full research lifecycle.

Design agent
Design rigorous studies from research goals or briefs.
Field agent
Deploy research inside your product and recruit the right participants.
Synthesize agent
Transform responses into structured, defensible insight.

Together, they power continuous experience research.

Turn research into a clear narrative

Circular diagram with 'Executive summaries' in the center and surrounding terms including Themes, Signals, Meaning, Responses, User data, and Contextual AI.

Synthesize agent

analyzes your full study and crafts a coherent story grounded in your data, goals, and context.
  • Interpret responses in the context of your research goals
  • Identify themes and patterns that shape the story of the study
  • Connect qualitative feedback to quantitative signals
  • Compare perspectives across segments and behaviors
  • Ground every insight in underlying responses
Executive Summary: WiFi as a Utility, Not a Luxury. 82% of business travelers and 55% of leisure travelers value consistent connectivity more than in-flight meal quality.

Generate a research-ready report.

Transform your study into a structured narrative you can share, present, and act on.
  • Produce clear executive summaries and key takeaways
  • Generate recommendations aligned to your research goals
  • Deliver a report built for discussion and decision-making
  • Connect insights to segments, behaviors, and outcomes

From responses to a story your team can act on.

Turn open text responses into clear, trustworthy themes.

Go from responses, to well-defined themes and summaries you can share with confidence.

Synthesize Agent can

  • Group responses into clearly named themes with concise summaries
  • Write theme titles and descriptions based on underlying responses
  • Show how many responses support each theme
  • Let you explore the responses behind every theme

Every theme is grounded in responses you can trace and review.

Summary chart listing counts of all responses and categories including Usability Concerns, Survey Building, Feature Requests, Dashboard Enhancements, AI Improvements, Bug Reports, and Unassigned.
Line graph showing a score trend with a current score of 7.8, all-time high of 8.6, 12-month average of 7.4, and 1,284 responses, including a benchmark and confidence band.

Designed for continuous research programs.

Run research as an ongoing system, not a series of one-off studies.

Synthesize Agent can

  • Apply consistent analytical structure across studies
  • Compare metrics and themes over time
  • Track changes in experience and sentiment
  • Support recurring measurement programs

See how your product experience evolves over time, not just at a single moment.

Edit, inspect, and share with confidence.

Synthesize Agent generates a structured report, but you stay in control of the final output.
  • Review and edit every generated insight
  • Inspect the supporting data behind each theme
  • Export findings in shareable formats
  • Maintain governance and access controls

AI assists analysis. It does not replace your judgment.

Woman with glasses and long braided hair working on a laptop with a report titled 'The Flight Experience' displayed.
Three icons connected by dashed lines to the word Sprig, representing MCP, a starburst shape, and the OpenAI logo.

Bring your research into your AI workflow.

Connect Sprig to your AI tools and work with your data directly, without exports or manual setup.

Works with tools like Claude, ChatGPT, and Gemini.

  • Generate presentations in Slides, PowerPoint, or Gamma
  • Run deeper analysis like clustering, correlation, and regression
  • Combine survey insights with product and business context
  • Refine and adapt reports in your existing tools

Work with your insights wherever you work.

Start synthesizing

From data to credible insight.

Turn responses into clear, defensible insight that drives product and business decisions.
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