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🧠 Digital Transformation Intelligence

Don't just adopt technology.
Make it governable.

Coherense trains leaders to make better decisions before, during, and after digital transformation. Earn XP as you learn.

01
🎯

Select your role

Content adapts to your decision-making context and accountability level.

02
📖

Open the panels

Earn XP for each panel you open. Teaching first: it unlocks the scenario.

03
⚖️

Make a decision

Governance choices earn the most XP and reveal your leadership posture.

04
📊

Get your diagnostic

See your posture map, XP breakdown, and which tools to use next.

Or jump straight to an arc below

Jump straight to a learning arc
🤖

AI & Automation

Decision gates for responsible AI deployment at scale.

8 lessons·~20 min800 XP
⚛️

Quantum Computing

Governance and readiness for emerging quantum risk.

8 lessons·~20 min800 XP
🔬

Ethics Decision-making

Ethical evaluation for complex emerging technologies.

8 lessons·~20 min800 XP
Or go straight to the diagnostic tools
⚙️

AI & Automation Tools

FMEA risk scoring & SDTDF readiness. No lessons required.

2 tools·Use anytime
⚙️

Quantum Readiness Tools

Seven-dimension quantum governance scorer. No lessons required.

1 tool·Use anytime
⚙️

Ethical Decision Support Tools

Four-gate ethical evaluation scorecard. No lessons required.

1 tool·Use anytime
Step 1 of 2

What's your primary role?

Every lesson, scenario, and recommendation adapts to your context.

🏛️
Executive / Strategy
Board, C-suite, VP: setting direction and accountability
⚙️
Operations / IT / HR
Deploying systems, managing change, owning processes
🛠️
Engineering / Product
Building, shipping, and maintaining technical systems
🎓
Client / Training / Teaching
Advising, coaching, or facilitating transformation

What's at stake for you

    ⚡
    Earn XP as you go +10 XP per panel · +20 XP Governance · +15 XP Caution · +10 XP Speed · +50 XP arc completion
    Choose your learning arc
    🤖

    AI & Automation

    Decision gates for responsible AI deployment at scale.

    8 lessons·~20 min800 XP
    ⚛️

    Quantum Computing

    Governance and readiness for emerging quantum risk.

    8 lessons·~20 min800 XP
    🔬

    Ethics Decision-making

    Ethical evaluation for complex emerging technologies.

    8 lessons·~20 min800 XP
    Or skip to the diagnostic tools
    ⚙️

    AI & Automation Tools

    FMEA risk scoring & SDTDF readiness assessment. No lessons required.

    2 tools·Use anytime
    ⚙️

    Quantum Readiness Tools

    Seven-dimension quantum readiness scorer. No lessons required.

    1 tool·Use anytime
    ⚙️

    Ethical Decision Support Tools

    Four-gate ethical evaluation scorecard. No lessons required.

    1 tool·Use anytime

    AI & Automation Tools

    Choose a diagnostic tool to assess your specific decision.

    📊

    FMEA Risk Scoring

    Calculate a Risk Priority Number for a specific AI deployment decision. Identify where governance intervention is most urgent.

    3 inputs · Instant score
    🏗️

    SDTDF Readiness

    Score organizational readiness across five transformation lenses before committing to an AI program or deployment decision.

    5 dimensions · Readiness profile

    Quantum Readiness Scorer

    Seven-dimension governance assessment based on Warren's quantum transformation research.

    ⚛️ Quantum Governance Readiness

    How to use: Score your organization on each dimension based on your current state, not your planned state. Score 1 (not addressed) to 10 (fully addressed, documented, with accountable owners).
    • Use Case Clarity: Have you identified specific business problems where quantum offers a measurable advantage over classical systems?
    • Cryptographic Inventory: Have you inventoried which systems use RSA, ECC, or other quantum-vulnerable algorithms?
    • PQC Migration Plan: Do you have a risk-prioritized post-quantum cryptography migration roadmap with assigned owners and timelines?
    • Internal Expertise: Do you have staff or advisors with quantum literacy sufficient to evaluate vendor claims independently?
    • Vendor Governance: Do quantum vendor contracts include logical qubit milestones, structured decision points, and defined stop rules?
    • Executive Literacy: Can your leadership team answer the five governance questions Warren's research identifies as essential for quantum program oversight?
    • Regulatory Awareness: Are you tracking NSA, CISA, and NIST PQC guidance and incorporating it into your compliance posture?
    50%
    Overall Readiness
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    ECET Ethical Scorecard

    500-point four-gate evaluation. Warren, Beck & Grotewold framework.

    🔬 ECET Four-Gate Evaluation

    How to use: Think of a specific technology you are evaluating for adoption. Score each of the four gates 0–100, where 0 = not addressed at all and 100 = every gate question fully answered with documented evidence and stakeholder input.
    • Idea Gate: Who defined the problem, and who else is affected but not consulted? Does this technology address a specific defined need, or is it adopted because it exists? What are the likely unintended consequences for populations without a voice? Is technology the right answer?
    • Feasibility Gate: Is training data representative of your deployment population? Does your infrastructure support the tool's actual requirements? Does your organization have the capacity to implement and sustain it? Does it fit the real users in this context?
    • Ethics Gate: Who benefits and who bears the risks? Are harms concentrated in groups with less power? Does the system produce explainable, contestable decisions? Have affected communities been genuinely consulted, not just notified?
    • Evaluation Gate: How will you measure whether the technology produces its intended outcomes? How will you detect unintended harms before they reach crisis scale? Is there a process for acting on evaluation findings?
    For a full AI-powered ECET evaluation, visit ecet.systemly.space.
    0
    Total Score / 500
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    Scott J. Warren

    Scott J. Warren, Ph.D.

    Professor & PhD Program Director
    Department of Learning Technologies · University of North Texas
    Google Scholar LinkedIn Substack

    About

    Scholar and practitioner of digital transformation in complex systems, examining how organizations adopt, integrate, and sustain emerging technologies across education, healthcare, supply chain, and enterprise settings. Two Ph.D.s spanning Instructional Systems Technology and Business Administration ground a research agenda that bridges learning design, systems methodology, AI integration, ethics, and organizational change.

    With 20+ years at UNT and 45+ refereed articles, Scott's work spans educational games, AI frameworks, quantum computing implications, supply chain analytics, and healthcare IT implementation. He is creator of the Ethics Decision-making, a validated, research-based decision support tool for ethical technology adoption in educational and organizational contexts.

    45+Refereed Articles
    30+Book Chapters
    6+Funded Grants
    20+Years at UNT

    Areas of Expertise

    Digital Transformation in Complex Systems AI Integration & Technology Adoption Systems Methodology & Organizational Change Supply Chain Resilience & Data Analytics Information Technology Ethics (ECET) Learning Design & Educational Games Environmental Impacts of IT Healthcare & Enterprise IT Implementation Quantum Computing Implications

    About Coherense

    Coherense is a gamified digital transformation learning platform grounded in peer-reviewed research. It provides structured learning across three arcs (AI & Automation, Quantum Computing, and the Ethics Decision-making) combined with four diagnostic tools that give practitioners actionable intelligence about their organization's readiness and risk posture.

    The platform draws on Warren's published frameworks including the ECET ethical decision model, the SDTDF (Strategic Digital Transformation Decision Framework), FMEA-based risk analysis applied to AI governance, and Quantum Readiness Assessment. Each arc includes eight lessons, scenario-based decisions, and a full diagnostic scorecard, all designed to translate academic research into practical organizational capability.

    Contact

    🌐 warren.systemly.net
    ✉️ [email protected]