The AI readiness assessment in this diagnostic, the AERI, rolls five scored dimensions into one 0 to 100 index. The Intelligent Foundations Diagnostic scores 14 dimensions across three tools on a 0 to 5 scale. Red dimensions propose owning remediation playbooks, and safety routes act on the first reading.
What Owners Need to Know About Their Foundations
At a score of 1, strategy lives in the founder’s head or a stale deck, and key processes stay undocumented. The diagnostic scores strategy, leadership, data, and process clarity against written anchors. The practical question is which part of the base is weak, and by how much. A scored instrument with written anchors answers that question for each dimension.
The method described here replaces a general impression with a score for each foundation. Each score sits in a colored band, and each band carries a defined response for the owner. Red dimensions propose a named remediation playbook for the dimension that scored red. Amber dimensions get a scheduled pulse check, and green dimensions hold under quarterly monitoring.
What the Diagnostic and Its AI Readiness Assessment Measure
The VWCG OS Intelligent Foundations Diagnostic scores 14 dimensions across three tools. Those tools are the Vision Canvas, the Leadership DNA Radar, and the AI Readiness Index (AERI). Every dimension is scored on a 0 to 5 scale against written anchors. The published tables describe what a score of 1, 3, and 5 looks like for each dimension.
The composite score is a weighted sum of the three blocks. Vision Canvas carries a block weight of 0.30, Leadership DNA carries 0.30, and the AI Readiness Index carries 0.40. Every instrument scores in half points, so each dimension moves in steps of one half. The composite then lands on a single 0 to 5 weighted score.
The DNA Radar halves each rating from its published 1 to 10 self-rating scale into the 0 to 5 standard. Each DNA score is the median of the halved ratings from the executives, adjusted by an evidence review from the facilitator. The method documents every adjustment, so each change to a rating stays on the record.
As the AI readiness assessment inside the diagnostic, the AERI takes the weighted mean of its five dimension scores, divides by 5, and multiplies by 100. The result lands on a 0 to 100 scale with its own published bands. Those bands carry direct effects on AI deployment decisions in other modules.
How the Three Tools Read a Business
The Vision Canvas block covers financial transparency, documentation completeness, and pipeline and forecast reliability. Each of those three Vision Canvas dimensions carries a weight of 0.10 in the composite. A score of 5 on pipeline reliability describes pipeline data trusted for capital decisions.
The Leadership DNA Radar covers six behavioral dimensions through facilitated self-ratings and evidence review. Strategic foresight, data-driven decision making, psychological safety provision, change advocacy, accountability rituals, and cross-functional collaboration sit inside it. Each of those six leadership dimensions carries a weight of 0.05 in the composite. The evidence includes decision samples, follow-through audits, and handoff audits.
The AI Readiness Index carries the largest block weight at 0.40. Data hygiene leads the block at 0.10, and process clarity follows at 0.08. Team attitude toward AI and compliance baseline also carry 0.08 each, and tool stack compatibility carries 0.06.
Data hygiene scores the completeness, accuracy, and accessibility of core data stores. The data management guide offers further reading on data practice for owners who want background. Within the diagnostic, a score of 5 describes data that is complete, accurate, accessible, and monitored continuously. A score of 1 describes data that is incomplete, duplicated, and scattered across the business.
How Weighting Turns the Scores into One Number
The weighted composite combines the 14 dimension scores into one number, and the published bands give that number a response. Its scale runs from 0 to 5 as a weighted score, and its bands cover the full scale with no gaps.
The published misalignment signal is the largest gap between the self-ratings of any two executives. Above 3 points on the 1 to 10 scale becomes above 1.5 on the 0 to 5 scale. A gap above that threshold routes to the Leadership Alignment Sprint.
A balanced scorecard lens can help an owner read the composite as an outside check. That lens asks whether the business tracks financial, customer, process, and learning views together. The diagnostic answers a narrower question about foundations, scored against written anchors. Unit economics offers another outside lens, but the composite does not measure margin at all.
What the Bands Route To
Composite bands run from red through amber to green with no gaps or overlaps. Red covers 0.0 up to but not including 2.0, and amber covers 2.0 to 3.5 inclusive. Green covers everything above 3.5 up to the top of the scale.
A red dimension proposes the owning remediation playbook for that dimension. Safety routes act on the first reading rather than waiting for confirmation. The COO runs a 30-day pulse check on every amber dimension, and the Quarterly Recalibration and Amber Monitoring playbook schedules it. A green dimension holds and is monitored inside the Core Execution quarterly cycle.
The AERI, the AI readiness assessment, carries its own bands on a 0 to 100 scale. A red AERI band blocks new AI deployments in the AI Deployment Canvas module.
Foundation work in the SOP Codex, KPI Precision Grid, and Integrated Tech Stack modules comes first. An amber AERI band permits supervised pilots only, with a human in the loop and monthly bias and drift audits. A green AERI band opens full deployment capacity under standard governance.
A color changes only when a score clears the band edge by a margin or holds for two consecutive scorings. The margin is 0.25 points on 0 to 5 scales and 5 points on the AERI scale. Safety routes tighten on the first reading and loosen only after an independent re-score clears the edge. In a conflict, the most restrictive value wins for safety routes, and the owning module sets every other parameter.
How Playbooks Turn a Score into Action
A route that fires from a scored dimension stays a proposal until leadership confirms it. Leadership confirms it at the next monthly governance review or the Core Execution Phase 3 review, whichever comes first. The stated duration of each confirmed playbook starts on the date of confirmation. Every playbook then follows one lifecycle: open, running, met or missed, escalated, closed.
A trigger that arrives while a playbook is open is logged against that open run. An outcome met, with an independent re-score at amber or better, closes the run, and the next queued red playbook for that owner opens. Someone other than the owner re-scores the dimension.
An outcome missed at the end of its stated duration escalates to the manager of the owner. It also goes onto the next Core Execution quarter planning agenda.
Escalation for a playbook owned by the CEO goes to the board instead. Each owner runs at most three red playbooks at once, so a fourth red queues. Further reds queue, ranked by how many modules the red dimension routes into, and safety playbooks never queue.
Suppose a firm scores financial transparency red in the Vision Canvas block. That red proposes the Vision Alignment Reset, owned by the CEO with an external facilitator. The reset runs one full-day facilitated session to reconcile a single time-bound, measurable North-Star and fix exactly three strategic pillars. Five sampled managers then read the canvas back without interpretation before publication.
How the Diagnostic Orders Foundation Work
The diagnostic itself encodes an order for some foundation work. A red score on the AI readiness assessment blocks new AI deployments and puts foundation work in the SOP Codex, KPI Precision Grid, and Integrated Tech Stack modules first. Data hygiene in the red band restricts ML model deployment in the AI Deployment Canvas module. Process clarity in the red band makes the SOP Codex mandatory rather than optional.
A theory of constraints reading of those rules points at the foundation rather than at the next tool. The diagnostic scores foundations, not roles, so any link to a hiring choice stays a judgment for the owner. An owner can ask which red dimension a proposed hire or system would relieve.
Imagine a firm that scores pipeline and forecast reliability red before it adds a revenue leader. That red proposes the Vision Alignment Reset and also routes to the Sales Velocity Engine module. That second route hardens CRM validation and compresses follow-up cadences. Both routes stay proposals until leadership confirms them at the next review.
A RACI lens can help an owner read the cross-functional collaboration dimension from outside the method. That dimension audits dropped handoffs, duplicate work, and interdepartmental escalations. A red score there routes to the Integrated Tech Stack module, which prioritizes system integration over tool optimization.
Reading the Results as a Sequence
The diagnostic repeats on a fixed rhythm rather than running once. The Quarterly Recalibration and Amber Monitoring playbook re-runs all three instruments for 14 fresh scores inside every Core Execution quarterly cycle, after a data-quality pre-check. Every red cell must carry an active or queued playbook. No red cell may persist two quarters without a playbook.
Suppose a firm scores data hygiene red and tool stack compatibility red in the same quarter. Data hygiene proposes the Data Hygiene Remediation Sprint, and tool stack compatibility proposes the Integration Architecture Reset, both owned by the COO. If the COO already runs three red playbooks when leadership confirms them, both queue. A jobs to be done lens can help the owner explain to the team why each queued item exists.
The cost leadership guide covers a separate strategy topic for owners who want broader reading. Owners who want background on revenue management can read that page as well. Neither page forms part of the diagnostic, which stays focused on scoring foundations and routing reds to playbooks.
Frequently Asked Questions
- What are the three tools used in the Intelligent Foundations Diagnostic?
- The diagnostic uses the Vision Canvas, the Leadership DNA Radar, and the AI Readiness Index (AERI). Financial transparency, documentation completeness, and forecast reliability sit inside the Vision Canvas. The DNA Radar scores six leadership dimensions through facilitated self-ratings and evidence review. Data hygiene, process clarity, team attitude, compliance baseline, and tool stack compatibility sit inside the AI Readiness Index.
- How is the composite score calculated from the three blocks?
- The composite is a weighted sum of the three blocks. Vision Canvas carries 0.30, Leadership DNA carries 0.30, and the AI Readiness Index carries 0.40. Each dimension inside a block carries its own published weight in the composite. Every instrument scores in half points, and the result is a single 0 to 5 weighted score.
- What do the red, amber, and green bands trigger for each dimension?
- Red proposes the owning remediation playbook, and safety routes act on the first reading. Amber keeps standard parameters and adds a 30-day pulse check run by the COO. Green holds under quarterly monitoring. A color changes when a score clears the band edge by a margin or holds for two consecutive scorings.
- What is the purpose of the 30-day pulse check for amber dimensions?
- The 30-day pulse check is the monitoring step for every amber dimension. The Quarterly Recalibration and Amber Monitoring playbook schedules it, and the COO runs it as diagnostic steward. Standard parameters stay in place while the check runs. A color still changes only through the margin rule or two consecutive scorings.
- How does the AERI score affect AI deployment decisions?
- The AERI score sits on its own 0 to 100 scale with three bands. Below 40, the AI Deployment Canvas module allows no new AI deployments, and foundation work comes first. From 40 to 70 inclusive, only supervised pilots run, with human review and monthly bias and drift audits. Above 70, full deployment capacity opens under standard governance.
- How does World Consulting Group help an owner take the next step after the diagnostic?
- World Consulting Group delivers the Intelligent Foundations Diagnostic as a service within VWCG OS. The first step of the engagement is a scoring pass of all 14 dimensions against the written anchors, across the three tools. Each red dimension then proposes its owning playbook, and the playbook duration starts once leadership confirms it.
