Analytical Intelligence
See What Others Miss
Seven distinct analytical views that reveal the true state of your organisation. Not what people present in meetings - what they actually think.
360° Hemisphere
A living map of your organisation's collective psyche. Visions and creativity populate the upper hemisphere. Constraints and friction sit below. The core truth node represents the organisation's centre of gravity.
- Upper hemisphere: creative visions, aspirations, and opportunities
- Lower hemisphere: constraints, friction, and barriers
- Domain colouring: People (blue), Organisation (green), Customer (purple), Technology (orange), Regulation (red)
- Edge relationships show how themes connect across domains
- Expansive vs defensive mindset interpretation at a glance
Sentiment Index
Measures creative density versus constraint density across every domain. Reveals whether your organisation is expansive, defensive, or fragmented - and where the energy concentrates.
- Creative density: volume and intensity of forward-looking contributions
- Constraint density: volume and intensity of barrier-focused contributions
- Per-domain breakdown shows where optimism and resistance live
- Five sentiment categories: Expansive, Leaning Forward, Balanced, Cautious, Defensive
- Trends visible across organisational layers
Bias Detection
Identifies dominant voices, contribution imbalances, and sentiment skew. Ensures no single perspective hijacks the narrative. Uses the Gini coefficient for statistical rigour.
- Contribution balance: are insights coming from everyone or dominated by a few?
- Gini coefficient scoring: 0 = perfectly balanced, 1 = single-voice dominance
- Sentiment divergence by hemisphere layer
- Domain coverage gaps: which domains have blind spots?
- Automatic flagging of over-represented and under-represented perspectives
Four More Dimensions of Intelligence
Balance Safeguards
Pattern-matched flags for systemic imbalances across the workshop output.
- Excess imagination without practical grounding
- Missing domains: entire organisational areas with no coverage
- Single-voice dominance: one participant contributing disproportionately
- Constraint overload: too many barriers without corresponding visions
- Actionable recommendations for each flagged imbalance
Multi-Lens Analysis
Scores readiness and impact across six practical dimensions that matter to decision-makers.
- Cost: financial investment and resource implications
- Risk: exposure, uncertainty, and mitigation requirements
- Experience: impact on employee and customer experience
- Regulatory: compliance, governance, and legal considerations
- Workforce: capability gaps, training needs, change management
- Operational: process complexity, integration, and execution feasibility
Narrative Divergence
Compares language and sentiment across organisational layers. Where leadership and frontline perspectives align - and where they diverge.
- Leadership vs frontline language comparison
- Semantic similarity scoring across participant groups
- Identification of "translation gaps" between layers
- Where the organisation speaks with one voice vs where it fragments
- Actionable insight into communication breakdowns
Confidence Index
Maps certainty, hedging, and uncertainty in participant language. Where the organisation is sure and where it is guessing.
- Certainty signals: definitive language, strong assertions
- Hedging signals: "maybe", "possibly", "I think", conditional language
- Uncertainty signals: questions, admissions of not knowing
- Per-domain confidence mapping
- Where confidence is misplaced and where doubt is justified
Beyond Diagnosis
COM-B Behavioural Intelligence
Most tools tell you what's broken. DREAM tells you why people behave the way they do — and what specific intervention will change it.
Capability
Does the organisation have the knowledge, skills, and physical ability to change? DREAM maps which findings reflect capability gaps versus motivation or structural blocks.
Opportunity
Does the environment enable or block change? Social norms, resource access, and structural conditions are surfaced and classified from discovery data.
Motivation
Do people want to change? Automatic habits and reflective decision-making patterns are identified from participant language — so change programmes target the right driver.
From finding to intervention in one step
“"Staff don't follow the new process"”
COM-B: Capability gap — physical opportunity barrier
→ Redesign the process with frontline input; add embedded job aids at point of decision
“"Leadership says transformation is exciting; frontline says exhausting"”
COM-B: Motivation divergence — reflective vs automatic
→ Run a joint alignment session; address workload concerns before launching the programme
Real Intelligence
What DREAM Actually Surfaces
“Leadership rated Organisation maturity at 4/5. Frontline teams rated it 1.8/5. Neither group knew.”
The perception gap. When leaders and teams disagree on readiness, transformation programmes stall before they start.
“12 unresolved tensions surfaced - top 3 between Customer and Organisation domains”
Structural friction between what customers need and how the organisation operates.
“68% of creative vision came from just 2 participants out of the entire group”
Bias detection flag. The reimagined future reflects two perspectives, not the whole organisation.
“Narrative Divergence: leadership described transformation as "exciting", frontline described it as "exhausting"”
The engagement gap. Without addressing this, any initiative will face passive resistance.
See these insights from your own organisation
Book a demo to experience the full analytical power of DREAM.