Deep Conversations at Unprecedented Scale: Recollective’s New Conversation Task

Your research doesn’t have to be limited by logistics, language or scale.

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With Recollective’s new Conversation Task, researchers can engage in authentic one-on-one dialogue with hundreds or even thousands of participants simultaneously in any language. The best of both worlds: the richness of a live interview combined with the speed and efficiency of automation.

Powered by an adaptive AI moderator, Conversation Task captures authentic human expression, emotional nuance and contextual insight—all within a scalable, efficient workflow.

A Breakthrough in Qualitative Research

Conversation Task is a new way to gather authentic, one-on-one dialogue at scale. Each conversation adapts naturally to the individual participant, uncovering nuance, emotion and context that static formats can’t match.

  • Conduct hundreds of AI-guided conversations simultaneously, unrestricted by time, location or moderator availability
  • Integrate seamlessly into any project to complement other tasks
  • Personalize each interaction by building on earlier responses for richer storytelling

Conversation Task lets you scale meaningful qualitative research without compromise, giving your team insights that are as nuanced and reflective as a live interview—at an unprecedented scale.

Why We Built It

Meaningful, conversational research is often constrained by cost, timing and the availability of both moderators and participants. Answers are needed rapidly, yet coordinating one-on-one interviews across markets is often slow, costly and difficult to scale. 

We built the Conversation Task to change that. It brings the richness and nuance of live interviews to every study, without the time, cost or coordination hurdles that traditionally limit qualitative research.

With Conversation Task, you can capture meaningful, reflective insights faster and more economically, while keeping every exchange engaging and authentic. It’s designed to make your workflow smoother, participants more connected and deliver faster insights that are more impactful—at any scale.

From Conversation to Insight—Instantly

Conversation is delivered as an integral part of Recollective’s Task suite, so results are ready for analysis the moment conversations end:

  • AI-built summaries and full transcripts
  • Automatic rapid translation into any study language
  • Integrated analysis through Ask AI or export to Excel, CSV or HTML

In minutes, raw dialogue becomes actionable insight, revealing sentiment, themes and patterns faster than ever.

Reliable, Consistent and Bias-Free

The AI moderator follows a neutral, structured questioning style that ensures:

  • Removal of non-conscious interviewer bias or the influence of interview style across multiple different moderators, yielding consistent, reliable results
  • Uniform data quality across participants, projects and markets

This guarantees every conversation is high-quality, consistent and dependable, no matter the study size or location.

Global by Design

Language barriers are no longer a limitation. The AI moderator can conduct, summarize and translate conversations in any language, empowering researchers to run multilingual studies effortlessly.

  • Engage participants across borders and cultures
  • Maintain accuracy and nuance in every translation
  • Deliver thoughtful, comparable insights globally
  • Democratize access to global qualitative insights

Regardless of spoken language, every story can now be heard at any time, understood and analyzed wherever it originates. 

How It Works

Each Conversation Task begins with a Conversation Objective, which guides the AI moderator on what to ask, how to respond and what tone to take.

As the conversation unfolds, the AI adapts in real time, probing for clarity, context and meaning. Summaries and translations are automatically generated and added to your Recollective workspace—ready for review, export or deeper analysis.

Here’s what participants experience as the Conversation Task unfolds:

  • Dynamic, personal interactions rather than static prompts
  • Encouragement to reflect and tell stories naturally
  • Emotional and contextual nuance captured automatically
  • Higher engagement and completion rates

Every participant feels heard, understood and motivated to share more.

Redefining Qualitative Research at Scale

Recollective’s Conversation Task redefines what’s possible for qualitative research. By combining human-like dialogue with automation, it empowers teams to:

  • Capture meaningful qualitative insights without compromise
  • Analyze results instantly across languages and regions
  • Scale human understanding to meet modern research demands

Conversation Task isn’t just a new task type—it’s a new chapter in qualitative research. Explore it today and experience what authentic human connection at scale feels like.

Frequently Asked Questions

  • It’s a new AI-powered task type in Recollective that enables dynamic one-on-one text conversations between participants and an AI moderator. Each exchange feels natural and human—delivering the depth of a live interview with the scale and efficiency of an automated workflow.

  • Researchers set a Conversation Objective that defines the moderator’s purpose, tone and behavior. From there, the AI guides each participant through a real-time, adaptive dialogue that probes deeper based on their responses—no manual moderation required.

  • Unlike static open-ended questions, the Conversation Task adapts in real time, asking relevant follow-ups and clarifications. It captures richer, more contextual insights—at a scale that was previously impossible for qualitative research.

  • Yes. Every transcript and summary is automatically translated into all enabled study languages, allowing researchers to conduct and analyze conversations in any language without external translation tools.

  • Each conversation is automatically summarized and available in the Activity Stream and Transcripts. All data flows seamlessly into Recollective’s Ask AI tools for deeper theme, sentiment and pattern analysis across thousands of conversations.

  • It removes the manual workload of conducting interviews while eliminating interviewer bias. The result is consistent, high-quality qualitative data that’s faster to analyze and easier to compare across participants, projects and markets.

  • Yes. The Conversation Task can be used within both Standard and Journal activities, either as a standalone task or alongside others to enrich engagement and insight depth.

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