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Private beta

Human expert panels

Assemble a working set of specialists, inspect coverage and feasibility, then use human-led surveys or consultations to explore agreement and disagreement.

How the research interaction works

Interviewer or facilitator

A human research lead using an approved survey or interview guide

Respondent or source

Several qualified human specialists selected for complementary fit, not just a high aggregate score

Gotopico can save private-beta panels and calculate coverage or feasibility scorecards. It does not run native group calls or a complete Delphi process.

What works now

  • Save a working panel from directory results
  • Add and remove experts from authenticated panels
  • Review expertise, availability, survey-readiness, and consultation-readiness coverage
  • Invite panel members to supported structured surveys

What this option does not include

  • Native group calling, recording, or transcription
  • A production Delphi round manager
  • Guaranteed panel fill or response rate
  • Automatic consensus presented as scientific fact

Good fit

  • • Comparing perspectives across specialties
  • • Finding coverage gaps before outreach
  • • Structured specialist surveys with transparent bases

Bad fit

  • • Treating a convenience panel as representative of a market
  • • Forcing consensus where disagreement is decision-relevant
  • • Using panel scores without reviewing individual fit

How your team stays in control

Your team retains responsibility for research quality, privacy, and the final decision.

  • Documented panel composition and exclusions
  • Per-expert conflict, consent, and confidentiality review
  • Minimum bases and attrition shown by round
  • No consensus claim without method, denominator, and uncertainty

How the workflow works

  1. Step 1

    Define the decision

    State which decision the specialist input should inform and which claims remain out of scope.

  2. Step 2

    Qualify the people

    Review relevant experience, identity, conflicts, availability, confidentiality, and consent before outreach.

  3. Step 3

    Approve the instrument

    A human approves the screener, guide or survey, prohibited topics, attribution, and handling rules.

  4. Step 4

    Review the evidence

    Separate sourced observations, expert judgment, uncertainty, and the decision owner's final interpretation.

What your team receives

Panel composition and coverage record
Feasibility and scarcity notes
Response bases by question or round
Agreement, disagreement, and caveat summary

Discuss a private-beta panel

Tell us what decision you need to support, and we will help you choose the most appropriate available research path.