Agent-driven insights workflow

Let data speak
Agents generate, clean, analyze & report

Hand repetitive work to agents: generate a survey draft, run cleaning & QA, produce insights, and draft reports—so you can focus on decisions.

Survey Generator Agent: goal → structured draft
Data Cleaning Agent: dedupe, outliers, logic checks
Report Agent: structured draft with visual highlights

No setup • Build a survey in 2 minutes • Export anytime

4

Core agents

40+

Cleaning/QA rules

1

1-click report draft

100%

Traceable

MCP Protocol Integration

Connect AI Editors via MCP Protocol

Bring survey management into Cursor, Claude Code, and other AI development tools. Operate survey data directly in your coding workflow.

MCP Service LiveOther Agents in Development

Operate Directly in AI Editors

Works with Cursor, Claude Code, and other popular AI editors. View, edit, and manage surveys through natural conversation.

Natural Language Driven

Query survey data, validate logic, get statistics summaries with natural language. Let AI be your survey assistant.

Seamless Workflow Integration

One API token to connect. Standard MCP protocol compatible. No extra development needed.

Automate the path from data to decisions

An agent system built around the survey data lifecycle: generate, clean, analyze, and report—independent yet connected.

Survey generation

Survey Generator Agent

Generate an editable survey structure and question draft from your research goal.

  • Draft structure based on goal & audience
  • Suggested wording and options
  • Iterate fast: update the goal and regenerate
QA & Cleaning

Data Cleaning Agent

Automated QA & cleaning to deliver analysis-ready samples.

  • Dedupe, missing values, outliers
  • Logic consistency checks & rule-based filtering
  • Traceable steps and reproducible results
Auto insights

Data Analysis Agent

Automated key findings with multi-dimensional breakdowns.

  • Segments, crosstabs, trend comparisons
  • Highlight deltas and suspicious distributions
  • Turn patterns into narrative-ready insights
Reporting

Report Agent

Draft structured reports with shareable content blocks.

  • Auto summaries, conclusions, and recommendations
  • Visual highlights with interpretations
  • Switch reporting angle for different audiences

End-to-end agent workflow

From collection to delivery—each step has a clear output and an auditable trail.

  1. 01

    Collect

    Share via link/QR and monitor live responses

  2. 02

    Clean

    Run QA rules automatically to improve sample quality

  3. 03

    Analyze

    Break down dimensions and generate key findings

  4. 04

    Report

    Draft structured report blocks and share

Use cases

From market research to team operations—agents cover the critical path from data to decisions.

Market research

Get reliable samples and conclusions faster to support product and growth decisions.

  • CSAT & NPS
  • Demand & concept testing
  • Brand awareness & personas

Academic & research

Standardized cleaning and analysis to improve quality and reproducibility.

  • Survey design & sample QA
  • Multi-dimensional analysis & segments
  • Structured reports and citations

Events & feedback

Turn feedback into actionable insights quickly and close the loop faster.

  • Registration & on-site collection
  • Filter invalid or suspicious samples
  • Summary and post-event report

Let agents do the repetitive work

Get to conclusions faster and ship reports with confidence.

Generate / clean / analyze / report in one flow
Traceable cleaning & analysis steps
Export data & reports anytime