Traditional research platforms rely on manual configuration, static forms, and weeks of delayed analysis.

Sprig replaces legacy workflows with specialized agents that execute study design, data collection, and synthesis automatically.
Zero Operational Overhead

Eliminate manual study setup and logic programming.

Instantaneous Time-to-Insight

Skip weeks of manual phrase-clustering with presentation-ready summaries delivered immediately.

Frictionless Data Integration

Stop relying on fragile CSV exports. Stream verified user insights directly into internal data stacks and LLMs.

Evolve beyond manual research operations

Legacy UX & Feedback Tools

Orchestration

Specialized Research Agents
(Design, Field, Synthesize)

Manual form builders
& human-programmed logic

  • Instantly translate product documents or raw briefs into active studies
  • Teams spend hours manually programming skip logic, translation tables, and routing rules
  • Automatically map logic, audit for cognitive bias, and configure guardrails
  • A single manual error can compromise the entire study integrity

Data Stack Connectivity

Native MCP server

Isolated CSV exports & basic API

  • Direct LLM and internal tooling integration

  • Fragmented workflows that force teams to toggle between disconnected tools

Interface Logic

Adaptive & conversational

Static nudges & rigid URL rules

  • Conduct real-time, metadata-driven dialogues with tailored follow-ups
  • Cannot adjust to participant answers, missing the critical "why."

Analysis Standard

Continuous execution with optimized Time-to-Insight

Days or weeks of 
post-collection processing

  • Move straight from data collection to executive presentation
  • Insights are often stale by the time they reach stakeholders

Legacy UX & Feedback Tools

Manual form builders & human-programmed logic

  • Teams spend hours manually programming skip logic, translation tables, and routing rules
  • A single manual error can compromise the entire study integrity

Isolated CSV exports & basic API

  • Fragmented workflows that force teams to toggle between disconnected tools

Static nudges & rigid URL rules

  • Cannot adjust to participant answers, missing the critical "why"

Days or weeks of 
post-collection processing

  • Insights are often stale by the time they reach stakeholders

Specialized Research Agents
(Design, Field, Synthesize)

  • Instantly translate product documents or raw briefs into active studies
  • Automatically map logic, audit for cognitive bias, and configure guardrails

Native MCP server

  • Direct LLM and internal tooling integration

Adaptive & conversational

  • Conduct real-time, metadata-driven dialogues with tailored follow-ups

Continuous execution with 
optimized Time-to-Insight

  • Move straight from data collection to executive presentation