Business DNA™Assessment Architecture
A production-ready, 85-question dynamic assessment that classifies organizations across 12 scoring dimensions, assigns a Business DNA Type™, and feeds every downstream intelligence engine with calibrated, confidence-weighted organizational data.
Five-Layer Assessment Architecture
Business DNA™ is not a survey — it's a production assessment engine with dynamic question routing, multi-factor scoring, organizational classification, benchmark normalization, and API-first output that feeds every downstream intelligence engine.
1. Question Framework
85 questions across 9 domains with dynamic branching logic — industry, size, and maturity-adaptive paths
2. Scoring Engine
12 scoring dimensions with weighted factor analysis, confidence calibration, and benchmark normalization
3. Classification Engine
Business DNA Type™ assignment + 5 readiness scores + organizational archetype classification
4. Benchmark Engine
Industry, revenue, employee-count, and growth-stage normalized benchmarks with confidence intervals
5. Output Layer
Executive Report + API endpoints feeding Scout™, Workforce Intelligence™, Executive Intelligence™, and Enterprise Intelligence Advisor™
Business DNA™ is the single input layer. Every downstream engine reads organizational structure, scores, and classification from DNA — no duplicate data entry, no inconsistent organizational profiles across engines.
85 Questions Across 9 Domains
Every question is a structured data point with a defined type, validation rules, confidence weight, and downstream engine mapping. No free-text fields — every response feeds the scoring and classification engines.
12-Factor Scoring Engine
Each dimension is calculated from weighted question responses, normalized against industry and size benchmarks, and calibrated with a confidence score.
Each dimension score is multiplied by its weight and confidence factor. The sum is divided by the sum of weighted confidence factors. CF below 0.40 reduces dimension contribution.
| Dimension | Weight | Primary Inputs | Classification Tiers |
|---|---|---|---|
Business Impact Score™ | 1.00 | Revenue, growth, margins, customer value, market position | 0–40: Foundational 41–60: Developing 61–80: Optimized 81–100: High Performing |
Revenue Performance | 0.90 | Revenue volume, growth rate, predictability, concentration, ACV/AOV | 0–40: Below Benchmark 41–60: At Benchmark 61–80: Above Benchmark 81–100: Exceptional |
Growth Readiness Score™ | 0.85 | Growth rate, capital availability, market position, competitive intensity | 0–40: Constrained 41–60: Preparing 61–80: Ready 81–100: Scaling |
Workforce Readiness Score™ | 0.80 | Span of control, turnover, time-to-hire, tenure, wage competitiveness | 0–40: Underinvested 41–60: Stabilizing 61–80: Optimized 81–100: Strategic Advantage |
Operational Readiness Score™ | 0.80 | Process documentation, automation, system maturity, SLA compliance | 0–40: Manual 41–60: Standardizing 61–80: Automated 81–100: Intelligent |
Enterprise Value Readiness Score™ | 0.75 | Revenue quality, margin profile, growth trajectory, risk profile, governance | 0–40: Not Sale-Ready 41–60: Preparing 61–80: Marketable 81–100: Premium Asset |
Customer Health Score | 0.70 | NPS, retention, churn, expansion rate, concentration risk | 0–40: At Risk 41–60: Stable 61–80: Healthy 81–100: Advocates |
Technology Maturity Score | 0.65 | Stack cohesion, API capability, data infrastructure, cybersecurity | 0–40: Legacy 41–60: Modernizing 61–80: Modern 81–100: Leading |
Risk Resilience Score | 0.70 | Concentration risk, key-person risk, regulatory exposure, cash runway | 0–40: Vulnerable 41–60: Protected 61–80: Resilient 81–100: Antifragile |
Market Position Score | 0.60 | Market position, competitive intensity, international presence, brand strength | 0–40: Commodity 41–60: Challenger 61–80: Leader 81–100: Dominant |
Organizational Maturity Score | 0.55 | Leadership completeness, governance, decision velocity, succession planning | 0–40: Founder-Dependent 41–60: Professionalizing 61–80: Institutional 81–100: Enduring |
Benchmark Alignment Score | 0.50 | Variance from industry/revenue/employee-count benchmarks across all dimensions | 0–40: Below Peer Group 41–60: Peer Average 61–80: Above Peers 81–100: Best-in-Class |
8 Business DNA Types™
Each organization is assigned a primary DNA Type™ based on its scoring profile across all 12 dimensions. DNA Types determine the default downstream engine pathways, recommendation prioritization, and benchmark peer group.
High growth, strong revenue trajectory, scaling rapidly — needs operational infrastructure to support growth
Well-run, profitable, mature operations — needs growth acceleration and market expansion
Resilient, risk-managed, steady performer — needs innovation injection and growth catalyst
Significant headwinds — revenue decline, operational gaps, workforce instability. Highest upside from platform engagement
Crossing the chasm from founder-led to institutional — needs processes, systems, and governance
Active M&A, portfolio expansion, value creation focus — needs integration intelligence and portfolio analytics
Location-based business model — needs replication intelligence, consistency monitoring, and benchmark analytics
Tech-forward, high automation, digital-native — needs scaling intelligence and market dominance strategy
Multi-Dimensional Benchmarking
Each organization is benchmarked against 6 peer dimensions simultaneously — producing a composite benchmark that acknowledges no single dimension defines a peer group.
Primary benchmark — compares against structurally similar organizations
Normalizes for scale — a $5M company is not compared to a $500M company
Workforce-scale normalization for workforce and operational metrics
Contextualizes metrics — growth-stage benchmarks differ from mature-stage
Peer comparison within the same organizational archetype — Builders vs. Builders
Multi-location normalization for consistency and replication metrics
One Assessment. Every Engine.
Business DNA™ is the single source of organizational truth. Scout™ Engine reads DNA to identify opportunities. Workforce Intelligence™ reads DNA to model workforce scenarios. Executive Intelligence™ reads DNA to build dashboards. The Enterprise Intelligence Advisor™ reads DNA to calibrate recommendations. One input, infinite downstream intelligence.