AI-augmented consulting tool for organizational resilience assessments—triangulating documents, surveys, and interviews to validate maturity findings.
Business continuity and resilience consultants need to triangulate multiple evidence streams—documented plans, employee perceptions, and stakeholder interviews—to produce validated maturity assessments. Manual synthesis is time-consuming and prone to bias. Consultants need AI augmentation that maintains their expertise and judgment.
A sophisticated prototype that deploys specialized AI agents to process documents, surveys, and interviews—then triangulates findings across all three streams. Consultants review and validate AI-generated insights before approval, maintaining quality and expertise.
Analyzes BCPs, frameworks, and policies. Maps to standards (ISO 22301, BS 65000, BCI GPG). Identifies documented controls and capability gaps.
Processes quantitative confidence scores across organizational functions. Detects outliers and analyzes question-level patterns to surface perception gaps.
Extracts themes and quotes from stakeholder interviews. Links evidence to contradicting or confirming data from documents and surveys.
Cross-validates findings across all three evidence streams. Assigns confidence scores and surfaces contradictions requiring consultant review.
AI generates findings marked as "Draft." Consultants review, add notes, and approve before client delivery. All AI content requires validation banner.
Export to Word (executive reports), PowerPoint (board decks), or interactive dashboards. Includes maturity scores, findings, recommendations, and evidence citations.
25 documents analyzed
68 survey responses across 5 functions
12 stakeholder interviews
Governance • Risk Management • Planning • Operations • Culture
"Governance structures documented but never activated" – 87% confidence based on document-interview triangulation
Central hub showing project setup, multi-agent status, and evidence collection progress. Track which AI agents are active, idle, or processing across documents, surveys, and interviews.
Client-facing AI assistant interface for exploring assessment results. Ask questions about survey responses, recommendations, and evidence. Upload new documents for real-time analysis.
Deep analysis of business continuity plans and frameworks. Extract key sections, identify gaps against standards (ISO 22301, BS 65000, BCI GPG), and map to resilience domains.
Function-by-function breakdown of survey confidence scores. Detect outliers, analyze question-level patterns, and surface perception gaps across organizational units.
Extract quotes from stakeholder interviews and cross-reference with documents and surveys. Link contradicting or confirming evidence across all three streams to validate findings.
Export to Word (executive reports), PowerPoint (board decks), or interactive dashboards. Select findings to include, customize templates, and generate client-ready deliverables with evidence citations.
Unified view of validated findings with confidence scores. Review AI-generated insights marked as "Draft," add consultant notes, and approve findings before client delivery. Human-in-the-loop quality control.
Select and configure agents required to enable augmented assessment and analysis work from the management console.