From conversation to a clear path forward.
A source-traceable enterprise maturity framework with seven core digital dimensions, an explicit GenAI and agentic capability module, separate AI and GenAI readiness scores, evidence confidence, target levels, and dependency-aware roadmaps. Every signal becomes evidence, every score stays explainable, and every recommendation respects what must happen first.
The assessment matrix
8 dimensions · 37 criteria · 5 maturity levels each.
Strategy & Leadership
Equal weight (1.0): without strategy & sponsorship, no other dimension sustains progress; weighted equally rather than above others to avoid double-counting its influence on AI-readiness.
GenAI & Agentic Readiness
A separate cross-cutting score assesses whether the organization can consume, build, operate, and govern foundation-model and autonomous-agent systems. It is reported separately so GenAI does not double-count the seven core dimensions.
GenAI Value Portfolio & Product Ownership
Target level 3 · A governed portfolio selects use cases by value, feasibility, risk, and adoption, with named product owners and outcome metrics.
Foundation Model & Platform Strategy
Target level 3 · A managed platform standardizes model access, identity, gateways, model selection, fallbacks, quotas, and environment separation.
Knowledge, RAG & Unstructured Data Readiness
Target level 3 · Priority knowledge has owners, access controls, ingestion pipelines, metadata, lineage, freshness targets, and retrieval evaluation.
GenAIOps, Evaluation & Observability
Target level 3 · Versioned prompts, models, retrieval and policies pass automated task, safety, latency, and cost evaluations before release.
GenAI Security, Safety & Content Provenance
Target level 3 · Risk-tiered controls cover privacy, security testing, prompt injection, output safety, human review, provenance, vendors, and incidents.
Workforce Adoption & Human Oversight
Target level 3 · Role-based enablement, approved workflows, human-review rules, communities of practice, and adoption measures are established.
Agentic Autonomy, Identity & Tool Controls
Target level 2 · Agents operate in constrained pilots with manual approval, limited tools, and basic action logging.
How scoring works
Seven steps from evidence to roadmap. Scroll to follow.
Criterion score (1–5)
The AI scores each criterion against its 5-level rubric, grounded in evidence from the conversation and uploaded documents.
Criterion confidence (0–1)
Confidence grows with the strength and volume of evidence. Document evidence counts more than a passing remark. No evidence → zero weight.
Dimension score
A confidence-weighted average of its criteria. Partially-probed dimensions reflect only what was actually assessed — never a deflated average.
Digital Maturity Score
Weighted average of dimensions assessed to ≥70% confidence, divided by assessed-dimension weights only.
AI Readiness Score (0–100)
Composite of 6 cross-cutting components. Strategy and Data weighted 1.5× as leading indicators. Normalized 1–5 → 0–100.
Benchmark delta
Every criterion has an industry-typical target. The report shows where you lead or lag peers, adjusted for org size and regulation.
Dependency map
Cross-dimension dependency edges sequence the roadmap so you never scale AI before the foundations are solid.
See the math in action
Drag the sliders. The score updates live.
Try it: score Strategy & Leadership
Drag each criterion's level (1–5). The dimension score and AI-readiness recompute live, using the same functions as the real assessment.
Dependency map
10 cross-dimension dependencies sequence the roadmap. Hover a node to see its connections.
Strategy & Leadership
Equal weight (1.0): without strategy & sponsorship, no other dimension sustains progress; weighted equally rather than above others to avoid double-counting its influence on AI-readiness.
Foundational starting point
GenAI & Agentic Systems
Hover, focus, or click a node to inspect its role in roadmap sequencing.
Reference frameworks
A navigable library of the established models synthesized into one coherent assessment.
Why this drives success
A stronger assessment does more than describe the present. It creates shared conviction about what to do next.
Replace weeks of survey coordination with one guided conversation.
Every score points back to a statement, document, or observed signal.
Dependencies turn a wish list into an executable transformation path.
See digital maturity and AI readiness together—not as separate programs.
What makes it unique
Not another benchmark PDF. A living decision system that connects evidence to confidence, scores to dependencies, and priorities to action.
Conversational intelligence
The system probes, clarifies, and adapts like a consultant instead of collecting static form answers.
Defensible by design
Confidence and provenance stay attached to every recommendation, so leaders can challenge the result constructively.
Dependency-aware action
The roadmap recognizes that governance, data, talent, and platforms must mature in the right sequence.
Digital + AI, unified
One versioned model connects today's operating maturity with tomorrow's ability to scale responsible AI.