The Technology
Powered by EthentaFlow™
Multiple specialist AI agents orchestrated together with deterministic analytics. Not a single AI - an ensemble that captures, synthesises, and delivers reproducible intelligence.
Capture Everything
Every insight, constraint, and vision is captured through AI-guided conversations across five organisational domains. No signal is lost.
- Structured 15-minute AI conversations with each participant
- Five organisational domains: People, Organisation, Customer, Technology, Regulation
- Individual maturity ratings: current state, target state, projected trajectory
- Confidence scoring on every response - certainty vs hedging detected automatically
- Automatic insight extraction, theme detection, and constraint identification
Synthesise in Real-Time
Multiple specialist AI agents orchestrate in real-time - each with a distinct role - to analyse, correlate, and surface patterns as the workshop unfolds.
- Discovery Agent conducts adaptive conversations, extracting structured intelligence from each participant
- Facilitation Orchestrator coordinates live workshop phases, handing off between specialist agents
- Question Set Agent generates phase-specific questions grounded in real Discovery data
- Synthesis agents cluster themes, score confidence, and surface cross-participant patterns in real-time
- Live 360° Hemisphere builds on-screen as the agents work in concert
Deliver Intelligence
Seven analytical views transform raw dialogue into actionable, board-ready insight.
- Sentiment Index: creative density vs constraint density across every domain
- Bias Detection: dominant voices, contribution imbalance, Gini coefficient scoring
- Balance Safeguards: pattern-matched flags for systemic imbalances
- Multi-Lens Analysis: cost, risk, experience, regulatory, workforce, operational scoring
- Exportable reports for board-level presentation
The Intelligence Pipeline
Three stages, one continuous flow - from raw conversation to board-ready insight.
Capture
AI-guided conversations across 5 organisational domains. Maturity ratings, confidence scoring, and automatic insight extraction produce structured intelligence from every participant.
Synthesise
Multiple specialist AI agents - orchestrated by a central Facilitation Orchestrator - analyse, correlate, and cluster patterns in real-time. The deterministic diagnostic engine computes sentiment, bias, and balance scores reproducibly alongside the agentic layer.
Deliver
Seven analytical views, the 360° Hemisphere diagnostic, and an executive scratchpad. Exportable, board-ready intelligence delivered immediately after the workshop.
Not Just AI. Deterministic Intelligence.
EthentaFlow's analytical engine produces reproducible, auditable results. The same data always produces the same insights.
Reproducible
Sentiment and bias scores are computed deterministically - not generated by an LLM. Run it twice, get the same result.
Auditable
Bias detection uses the Gini coefficient. Balance safeguards are pattern-matched. Every metric has a transparent methodology.
Grounded
AI facilitation is grounded in real Discovery data. Questions are generated from what participants actually said - not hallucinated.
“EthentaFlow doesn’t summarise what was said. It reveals what the organisation actually thinks.”
See EthentaFlow in action
Book a demo to experience the capture-and-synthesise engine firsthand.