Apply the three-level framework of digital transformation — Digitization, Digitalization, and Digital Transformation — to diagnose and plan organizational change enabled by digital technologies.
SkillScore100Maintained
Automatic
◆Product Management pack
Last verified 8/27/2026
What it changes
Passed 22 of 22 test cases with the skill, and 12 of 22 without it.
Without skill55%
With skill100%
Checks it passed that the model alone missed
Classifies deploying an FAQ chatbot as Digitalization
Classifies setting up an online tenant portal as Digitalization
Classifies automated dealer service scheduling as Digitalization
and 10 more in the full report
10 fixed12 passed either way0 still failing0 broke
Pass-rate lift
+45 pp
Tokens
+18%
Agent turns
0%
Response time
-14%
Model gemini-3.6-flashMeasured 8/27/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 10
Prompt
DriveMotors digitized paper owner manuals into mobile app PDFs and automated dealer service scheduling. Leadership is pushing to launch subscription-based software feature delivery and autonomous fleet services. Provide a digital transformation assessment for DriveMotors.
What was checked, without and with the skill
Checked
Without skill
With skill
Classifies digitizing paper owner manuals as Digitization
Passed
Passed
Classifies automated dealer service scheduling as Digitalization
Missed
Passed
Classifies subscription software and fleet services as Digital Transformation
Passed
Passed
case-15 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md110 linessingle file
Digital Transformation: Digitization, Digitalization, and DX
Overview
Digital transformation operates at three distinct levels. Digitization converts analog information to digital format. Digitalization leverages digital technologies to improve existing business processes. Digital Transformation (DX) fundamentally reshapes business models, value creation logic, and organizational identity through digital technologies. Conflating these levels leads to strategic misdirection — most organizations that claim transformation are merely digitizing.
When to Use
Assessing where an organization stands on the digitization-to-transformation spectrum
Diagnosing why a "digital transformation" initiative is not delivering strategic value
Planning a phased DX roadmap with realistic milestones
Communicating to leadership the difference between operational improvement and strategic transformation
When NOT to Use
Evaluating specific technology adoption (use TAM/UTAUT)
IT project management and delivery (use Agile/PRINCE2)
When the scope is a single system implementation, not organizational change
Assumptions
IRON LAW: Digital transformation is an ORGANIZATIONAL change enabled by
technology — technology alone does NOT transform; without strategy and
culture change, it is merely digitization.
Key assumptions:
The three levels are sequential but not automatic — digitization does not inevitably lead to transformation
DX requires changes in organizational culture, leadership mindset, and capability building
Value creation logic must shift, not just value delivery efficiency
Digital transformation is continuous, not a one-time project with an end date
Methodology
Step 1 — Diagnose current state
Classify the organization's current digital initiatives across the three levels: