Our Method
Understanding a collective requires a clear framework
Transparency & no hidden agenda
The first requirement of a credible collective intelligence approach is total transparency of the framework. At Collective Insight, every mission rests on non-negotiable principles.
Explicit context: every participant knows why they are being consulted, within what framework and with what objectives.
Shared objective: the mission's purpose is communicated from the start, with no ambiguity or hidden agenda.
Clear data usage: participants know how their contributions will be processed, anonymised and presented.
No narrative manipulation: results reflect the reality expressed, without biased rewriting or sugar-coating.
Methodological architecture
Our approach follows 6 structured steps, designed to ensure rigorous collection and relevant results.
Framing
Define with the sponsor the intent, objectives and conditions of the mission. Framing is the foundation of any rigorous approach.
Scope definition
Identify the populations involved, exploration axes and consultation boundaries. A clear scope prevents drift and unrealistic expectations.
Protected expression
Collect each participant's input within a confidential and structured framework. AI guides the interview, adapts questions and ensures depth of collection.
Structured processing
Analyse contributions through a rigorous AI pipeline: clustering, pattern detection, identification of convergences and divergences. Human analysis complements algorithmic analysis.
Modelling
Build a faithful and nuanced representation of the expressed collective intelligence. Results are structured, prioritised and contextualised.
Delivery & prioritisation
Deliver actionable results to the sponsor and stakeholders. Delivery includes prioritised recommendations and concrete action paths.
Success factors
For a collective intelligence mission to produce actionable results, certain conditions must be met. We share them in full transparency.
Identified sponsor
A clearly committed decision-maker who champions the initiative and commits to acting on the results.
Clear intention
A precise question or objective that justifies the consultation. Without clear intent, the approach loses its meaning.
Defined scope
The populations consulted and exploration axes are identified upfront. The scope frames expectations.
Framing owner
A dedicated client contact who actively participates in framing and validates orientations.
Genuine listening capacity
The organisation is ready to hear what the collective expresses, including uncomfortable messages.
Capacity for action
Results must lead to concrete decisions. A consultation without follow-through erodes trust.
What Collective Insight is / is not
To avoid misunderstandings, here is what we are and what we are not.
What we are
A structured methodological framework for understanding collectives
An AI-augmented listening tool, in service of human understanding
A transparent approach where every participant knows the framework
A process that produces actionable, prioritised results
What we are not
An online survey or satisfaction questionnaire
A replacement for human dialogue or management
A magic solution that solves all organisational problems
An audit or individual performance evaluation
What you receive
Each Collective Insight mission produces concrete, actionable deliverables, delivered at the end of the process.
Immediate deliverables
Collective synthesis PDF — mapping of convergences, divergences, identified archetypes and anonymized verbatims
Prioritized action plan — safe levers, quick wins and medium-term projects, ready to integrate into your roadmap
Structured presentation — support for sponsor and executive committee
12-month platform access
Dashboard for tracking initiated actions
Access to anonymized individual syntheses and collective synthesis
Data export in standard formats (CSV, PDF)
Post-mission support
Follow-up workshop at M+3 — measure action progress and adjustments
Email support for 12 months for methodological questions
Option to launch a follow-up mission at preferential rate