Discovery Playbook:

Discover Your Operating System

A structured way to discover the core elements of your operating system—cycles, rituals, artifacts, language, structures, and decision patterns—and identify opportunities for improvement.

Chapter 12

Appendices

Canvas, Operating Model Dimensions, and Behavior Change

Appendix A: Canvas

This template offers a simple way to scan an organization across four core dimensions: Context, Intent, Collaboration, and Investment. Each dimension includes guiding questions and sub-areas that reveal how the real operating system works in practice.

Context

“What's going on around us that shapes our choices?”

  • Opportunities: What could we make progress on.
  • Insights: What do we know that should shape our choices.
  • Value Models: How we understand value.

This section surfaces external forces, internal signals, and beliefs about value that influence decisions.

Intent

“What are we trying to achieve, and how will we do it?”

  • Focus Areas: Where the organization is concentrating time and attention.
  • Objectives: What we are trying to accomplish.
  • Work: What we plan to do about it.

This captures the organization's intent graph: priorities, goals, and the work connected to them.

Collaboration

“How do we work together to get things done?”

  • Team Structures: How teams are organized and grouped.
  • Collaboration: How teams coordinate.
  • Skills & Capabilities: What capabilities exist within the org.

This dimension clarifies how people align, coordinate, and bring complementary skills together.

Investment

“How do we invest our time, money, and focus?”

  • Unit of Funding: What we invest in, and at what level.
  • Horizons & Cycles: What time spans and rhythms guide decisions.
  • ROI: How we reflect on impact and adjust.

This shows how the organization allocates resources and learns from outcomes.

Rituals, Artifacts, and Interactions (Cross-Cutting)

These elements show how the four core dimensions come to life.

  • Rituals & Mechanisms: Cadences and events where teams align, decide, and reflect.
  • Artifacts: Plans, roadmaps, dashboards, docs, and other items used to guide decisions.
  • Interactions & Behaviors: How people engage, decide, collaborate, and uphold norms.

These help teams see the real mechanisms that shape how work flows.

Appendix B: 16 Operating Model Dimensions

This appendix is a quick way to get the lay of the land. Every organization has patterns in how strategy flows, how decisions get made, how work moves, and how people stay aligned. Some of these patterns are explicit. Many are not.

The tables that follow are meant as a simple scan tool. They help you look across core dimensions of your operating model and note what is happening today. You are not trying to complete everything or create a perfect map. You are just making the invisible a bit more visible.

Use this section to spot what is clear, what is fuzzy, and what is missing. The goal is orientation, not evaluation, so the rest of the Dotwork discovery can build on a shared sense of how things actually work.

1. Strategy Cascade

Frame NameCascade Flow (Big → Small)
Classical Corporate StrategyMission → Vision → Strategic Priorities → Initiatives → Projects / Workstreams
OKR-Linked StrategyObjectives (Qual) → Key Results → Themes → Focus Choices → Initiatives → Work / Capacity
Portfolio-Driven StrategyPortfolio Vision → Strategy → Value Streams → Themes → Epics → Work Items
Systems StrategySystem Purpose → Key Outcomes → Capabilities → Workflows → Improvements → Delivery
Value Stream–Specific StrategyValue Stream → Strategic Themes → Epics → Features → Work

2. Goal Cascades

Frame NameCascade Flow (Big → Small)
Top-Level OKRsCompany OKRs → Department OKRs → Team OKRs → Initiatives → Actions
Impact MappingGoal → Actor → Impact (Desired Behavior Change) → Deliverables
Laddered SuccessNorth Star → Input Metrics → Drivers → Team KPIs → Work
4-Part Metric ModelStrategic Intent → Outcome → Leading Indicator → Lagging Indicator
Tiered KPI ChainsGoal → Subgoal → Milestone → Deliverable

3. Decision Making

Frame NameCascade Flow (Big → Small)
RAPID / RACIRecommend → Agree → Perform → Input → Decide
DACI ModelDriver → Approver → Contributor → Informed
1-Way / 2-Way DoorHigh Impact / Reversible → Low Impact / Irreversible → Decision Mechanism
Levels of ReviewTeam Framing → Manager Review → Leadership Review → Alignment
Threshold-Driven DecisionsThreshold Set → Data Check → Governance Review → Decision Finalized

4. Governance

Frame NameCascade Flow (Big → Small)
Portfolio GovernanceEnterprise Strategy → Investment Buckets → Roadmap → Decision Forums → Review Cadence
Steering Committee ModelCharter → Committee Membership → Meeting Cadence → Decisions Logged
Policy → Control → CheckPrinciple → Policy → Controls → Evidence → Audit
Architecture GovernanceArchitecture Vision → Standards → Reviews → Exceptions Process
Exec Governance CadenceExec Alignment → Priority Review → Portfolio Refresh → Update Cascade

5. Organizational Frames

Frame NameCascade Flow (Big → Small)
Customer-Centered ModelCustomer Segment → Need → Value Proposition → Experience → Work
Product-Based ModelPortfolio → Product Area → Product → Feature → Work Item
Service-Driven ModelService → Capability → Process → Workflow → Task
Domain-Driven ModelDomain → Subdomain → Bounded Context → Functionality → Work
OKR Team ModelMission → Team → Priorities → Work → Review

6. Artifact Anchoring

Frame NameCascade Flow (Big → Small)
Annual RFP/ARAAnnual Plan → Portfolio → Products → Initiatives → Tasks
Company Strategy NarrativeNarrative → Themes → Focus Areas → Priorities → Work
Anchor Docs ModelAnchor Doc → Supporting Docs → Roll-ups → Meeting Pre-Reads → Notes
Quarterly Review PacketBusiness Review → KPI Snapshot → Initiative Review → Decisions
Safe Lean Cadence CycleEpic → Features → Stories → Tasks

7. Prioritization

Frame NameCascade Flow (Big → Small)
Impact Alignment (RoadmapFit)Vision → Strategic Alignment → Expected Impact → Work
WSJFCost of Delay → Duration → WSJF Score → Order
RICEReach → Impact → Confidence → Effort → Score
Buy-a-FeatureFictional Money Allocation → Feature Choice → Prioritization
Value Lens (Top-Down Pull)Leadership Themes → Portfolio Themes → Team Priorities

8. Dependency / Alignment

Frame NameCascade Flow (Big → Small)
Coordination Layer ModelDependencies → Risks → Owners → Resolution
Integrated WorkstreamsPortfolio Vision → Interlocking Themes → Dependency Mapping → Risk Tracking
Meet-Fix-Move CadenceIdentify → Meet → Fix → Communicate → Move Forward
Team-of-Teams ModelTeam → Cross-Team Planning → Owners → Coordination Cadence

9. Funding

Frame NameCascade Flow (Big → Small)
Project-Based FundingAnnual Budget → Project Proposals → Approval → Team Assignment
Product-Based FundingPortfolio → Product Areas → Budgets → Ongoing Delivery
Time-Based / Capacity FundingTeam Capacity → Time Allocation → Work Buckets
Outcome-Based FundingOutcome → Hypothesis → Investment → Review
Value Stream FundingValue Stream → Budget Pool → Teams → Work

10. Work Cascades

Frame NameCascade Flow (Big → Small)
Jobs-To-Be-Done DeliveryCustomer Job → Need → Feature → Story → Solution
Initiative ModelPortfolio → Initiative → Deliverable → Story → Status
Program ModelProgram → Component Projects → Tasks
Simple Feature ChainsFeature → Stories → Implementation → QA
Impact-OKR CascadeObjective → Key Result → Opportunities → Solutions → Work

11. Metrics / KPI Structures

Frame NameCascade Flow (Big → Small)
North Star MetricsNorth Star Metric → Input Metrics → Driver Metrics → Leading Indicators
KPI FamiliesCategory → KPI → Target → Owner
Impact / Output / OutcomeInitiative Output → Customer Behavior → Business Outcome
Portfolio Health ModelValue → Cost → Risk → Capacity → KPI Set
OKR IntegrationObjectives → Key Results → Metrics → Work

12. Risk

Frame NameCascade Flow (Big → Small)
Risk Register ModelStrategic Objective → Risk → Mitigation Plan → Owner
Risk FramingRisk Category → Value at Risk → Impact → Likelihood → Owner
Operational Risk ModelCapability → Risk → Trigger → Process Change
Continuous Risk ReviewDiscovery → Assessment → Mitigation → Check-ins

13. Planning

Frame NameCascade Flow (Big → Small)
Stepwise Annual PlanningLRP → Strategy Update → Budget → Annual Priorities → Q1 Plan
Rolling PlanningRolling Roadmap → Quarterly Review → Adjustment → Work
Integrated PlanningStrategy → Portfolio → Team Plan → Execution Plan
Event-Triggered PlanningTrigger → Assessment → Plan → Execution

14. Discovery Frame

Frame NameCascade Flow (Big → Small)
Dual-Track DiscoveryOpportunity → Insight → Hypothesis → Experiment → Delivery
Opportunity BacklogTheme → Opportunity → Insight → Evidence → Work
Customer-Insight LoopResearch → Synthesis → Framing → Test → Learning
Risk-Driven DiscoveryRisk → Unknown → Hypothesis → Prototype → Next Steps

15. Commercialization

Frame NameCascade Flow (Big → Small)
Go-To-Market ModelPositioning → Messaging → Enablement → Launch Plan → Tracking
Sales-Led GTMValue Prop → Packaging → Sales Motion → Enablement → Forecast
Product-Led GTMTrigger → In-Product Experience → Adoption → Expansion
Multi-Channel GTMSegment → Channel → Campaign → Execution

16. Delivery Metrics

Frame NameCascade Flow (Big → Small)
Flow-Efficiency MetricsFlow Item → Start → Flow Time → Cycle Time → Delivery Rate
Delivery Health MetricsWork Types → Throughput → Lead Time → Change Fail Rate
Service Level MetricsService → SLO → Indicators → Alerts
Experimentation MetricsExperiment → Metric Movement → Insight → Follow-up Work

Appendix C: Good Games vs. Barriers to Behavior Change

Changing how an organization works is never just about telling people what to do. It is about shaping environments where good behaviors feel natural, supported, and rewarding. A helpful way to think about this comes from two angles:

  1. What makes something feel like a “good game”
  2. What commonly thwarts behavior change, based on Julie Dirksen's well-known list.

Together, they offer a quick diagnostic lens for any workflow, ritual, or operating model design.

What “Good Games” Get Right

Use this to check whether a workflow or ritual feels playable, learnable, and motivating:

  • Clear, attainable goals that people actually understand
  • A good balance of difficulty—not too easy and not impossibly hard
  • Timely feedback that helps people adjust
  • Engaging mechanics that hold attention
  • Visible signs of small progress (progress bars, checkpoints, incremental wins)
  • Meaningful choices that create a sense of agency
  • An environment or narrative that feels compelling
  • A calibrated learning curve that promotes mastery
  • Variety to keep engagement high
  • Social interactions that make the experience richer
  • Accessibility for different skill levels and contexts
  • High replayability so the activity still works the 5th or 50th time

What Commonly Blocks Behavior Change

From Julie Dirksen. Use this to check whether friction lives in skills, incentives, context, or emotion:

  • Lack of feedback
  • Unclear goals
  • Unlearning an existing behavior
  • Unawareness of consequences or the bigger picture
  • Lack of environment or process support
  • Anxiety, fear, or discomfort
  • Lack of confidence or belief in one's own capabilities
  • Mistrust
  • Social proof working in the wrong direction
  • Lack of autonomy or ownership
  • Learned helplessness
  • Misaligned incentives
  • Lack of identity or value alignment
  • Emotional reaction

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