Your guide to operationalizing the Product Operating Model
What problem are we trying to solve? Many companies today are attempting to shift toward what Marty Cagan has labeled the Product Operating Model (POM). In his excellent book Transformed, co-authored with Chris Jones, Cagan synthesizes patterns observed in high-performing digital product companies.
A key challenge product leaders face is figuring out how to operationalize the product operating model in their unique context. There is broad consensus that this is not a tools or process problem—so when we say "operationalize," we are not referring to process gates or software implementations. Instead, we're talking about the central design challenge: defining the rituals, artifacts, frameworks (explicit and implicit), guidelines, language, and behaviors that support the transition to the product operating model.
At Dotwork, we refer to this collection of elements as a Product Operating System—the unique set of design decisions that bring the POM to life within a given context.
The Dotwork POM Starter Pack is intended to provide companies with something they can start using right away—or use as inspiration for tailoring their own version. Product operating systems are deeply contextual. There is essentially a 0% chance you'll want to adopt this as-is. But if you're looking for a scaffold to get things moving—with an expiration date and an agreement to revisit and adapt it—we've got your back.
Who are we trying to help? You're a product leader or product operations leader who has been tasked with "moving to the product operating model." You're aware of the many hurdles—skills gaps, organizational inertia, politics, environmental constraints. You want to design an operating system that fosters the right behaviors and interactions, and nudges your team in the right direction.
Guiding ideas behind the Dotwork POM Starter Pack
Before we jump into tools, objects, and operating systems, we want to be clear about the principles we believe matter most in building a sustainable, adaptive, and human Product Operating Model. These aren't theoretical. They reflect real challenges we've seen across teams—and the values that anchor the Starter Pack's design.
The team—not the project—is the core unit of value creation. Projects come and go. Some bets succeed. Others don't. But stable, focused teams are where trust forms, learning compounds, and execution sharpens.
Customers don't experience our company in isolated parts. They criss-cross products, teams, and touchpoints to get things done.
Most of the time, we optimize for loosely coupled teams. But sometimes we need to do something big together.
It's easy to get stuck in "what can we do?" mode. But that mindset locks us into incrementalism.
Not every team can—or should—be fully autonomous. Some roles need to embed, collaborate, or consult.
In a distributed, async world, collaboration increasingly means documentation.
Everything we do is a bet. Some are big, long-horizon bets. Others are small, short-term experiments.
The way we work is a product. Treat it like one.
The core building blocks of the Product Operating Model
At the heart of the Product Operating Model (POM) are product teams—and more broadly, groups of product teams—that focus on enduring problem spaces, capability sets, customer journeys, personas, market segments, or well-bounded domains. These teams are designed to take full responsibility for solving problems and delivering outcomes within their defined scope.
Yes, teams change, split, and merge over time—and in many cases, it's beneficial to allow team composition to evolve. But a critical component of the product operating model is a degree of team stability, both in terms of team membership and team focus.
| Object | Description |
|---|---|
| Individuals | The people who work at your company—regardless of role or affiliation. |
| Product Teams | The core execution units in the POM. A durable, cross-functional group aligned around an enduring problem space. |
| Functional Teams | Craft-based or discipline-based affiliations—design, product management, engineering, etc. |
| Product Groups | Collections of related product teams with a small leadership team responsible for coordination. |
| Product Areas | Optional higher-level groupings of product groups, useful in larger orgs. |
| Business Domains | Broader business structures that product areas or groups may report into. |
| Triads | Cross-functional leadership groups typically composed of product, design, and engineering representatives. |
In an ideal world, every product team would have fully embedded, dedicated support—designers, data scientists, product marketers, QA specialists, and more. But in the real world, that's rarely the case.
Teams often include part-time contributors, shared resources, and individuals who wear multiple hats across multiple teams. That's why, in the Dotwork POM Starter Pack, we've placed special emphasis on making these role dynamics transparent.
A foundational framework for team types and collaboration patterns
We've chosen to make Team Topologies a foundational element of the Dotwork POM Starter Pack. Originally developed by Matthew Skelton and Manuel Pais, Team Topologies is a framework that helps organizations define types of teams and collaboration patterns between teams.
There are countless frameworks available to describe team structure and interaction—but we chose Team Topologies for several reasons:
| Object | Description |
|---|---|
| Team Topologies | The four official team types defined by the framework. |
| Collaboration Patterns | The three core types of team-to-team collaboration. |
| Team Topology Assignments | Teams self-identify one or more topologies with 1–5 maturity level. |
| Collaboration Pattern Assignments | Teams document their current collaboration relationships. |
What a team owns, cares for, and makes decisions about
Team scope refers to what a team owns, cares for, and makes decisions about over time. It's not just about day-to-day work. It's about the enduring parts of the business or system for which a team provides stewardship.
Scopes can take many forms:
Think of Scopes as a tagging system on graph steroids—a flexible, interconnected way to express enduring responsibilities.
| Scope Type | Description |
|---|---|
| Capabilities | Best phrased as "The ability to ______." Ideally solution-agnostic and framed around meaningful outcomes. |
| Services / Codebase | Which services, APIs, or areas of the codebase a team is responsible for. |
| Customer | Who does the team serve? Internal stakeholders, external personas, or partner teams. |
How teams fit into your organization's resource allocation
Once you've defined the teams, the individuals, their topologies, and their scopes, you're ready to have meaningful conversations about how teams fit into your Product Operating Model.
First: What Is the Fundable Unit?
The first step is determining whether a team is a fundable unit on its own—or whether funding is applied to something broader that the team contributes to.
| Funding Model | Description |
|---|---|
| …measurable business performance | Funded based on impact metrics such as revenue, growth, retention. |
| …continued ownership | Owns and maintains a critical system or capability. |
| …delivery of funded projects | Receives resources to complete scoped, funded initiatives. |
| …supporting a customer journey | Funding is directed at the journey level. |
| …platform adoption | Funded based on internal teams' adoption of its platform. |
| …strategic alignment | Funded based on alignment to high-level strategic goals. |
| …regulatory necessity | Funded to meet legal, safety, or compliance obligations. |
| …infrastructure stewardship | Manages underlying systems required for the business. |
Not all teams will (or should) define a stage. This concept is reserved for teams/groups with a higher degree of autonomy—where leadership wants to make differentiated investment, staffing, and governance decisions.
| Stage | Description | Funding Logic |
|---|---|---|
| New Offerings | High-risk exploration of a new product or market. | Milestone-based, iterative funding. |
| Strategic Expansion | Extending into new geographies or verticals. | Targeted burn with focus on feasibility. |
| Growth Accelerator | Has product-market fit, working to scale. | ROI-driven models with performance expectations. |
| Margin Optimizer | Focused on driving margin and efficiency. | Efficiency targets and cost improvements. |
| Operational Optimizer | Improving internal tools, quality, or reliability. | Internal satisfaction and throughput metrics. |
| Rebuilding After Breakdown | Lost alignment or coming off failed initiatives. | Reset logic: cost to restore vs. expected value. |
The key levers teams can influence directly
Actionable Inputs are proximate, accessible, meaningful variables—measured either qualitatively or quantitatively—that teams can directly affect in their day-to-day work.
They are not OKRs, and they're not meant to change every quarter. If chosen wisely, a team might work with the same core set of actionable inputs for quarters or even years.
A team that owns the onboarding experience might track:
Each team should:
The rhythms that make context live and breathe
The choice of rituals is highly contextual, so in the Starter Pack, we're offering broad-swatch recommendations to help you get started.
Actionable Input Reviews — Biweekly reviews that form the foundation of ongoing alignment. Teams reflect on their actionable inputs, direction and variation, what's changing, and where focus should shift.
| Phase | Ritual | Purpose |
|---|---|---|
| Insights | Insight Deep Dives (monthly) | Explore relevant signals, research, and data. |
| Opportunities | Opportunity Reads & Discussions | Shape, surface gaps, and prepare for prioritization. |
| Framing | Opportunity Selection + Appetite Meeting | Decide which opportunities move forward. |
| Options → Bets | Bet Assessment & Commitment | Present bets with clear investment theses. |
| Bet → Work | Kickoff Meeting | Align on intent, scope, context, and rhythm. |
| Governance | Weekly Progress Syncs | Reflect on progress, risks, and learning. |
The flow from signal to sustained impact
Product work tends to follow a predictable path:
Impacts connect to a team's Actionable Inputs, which contribute to Drivers—more directional outcomes that influence business performance. Those Drivers are key inputs into a shared Product North Star.
The flow from insight to impact isn't a one-time process. It's a fractal, layered system that plays out across multiple time horizons. A 1–3 year strategic opportunity may give rise to multiple 1–3 quarter bets, each inspiring several short-term experiments.
Supporting clarity at every level
Artifacts are the connective tissue between strategy, decision-making, execution, and learning. When done right, they create alignment, clarify ownership, and serve as documentation and dialogue starters.
| Artifact | Purpose | Horizon |
|---|---|---|
| Product Vision | Anchors long-term intent | 3–10y |
| Product Strategy | Key choices, strategic posture, constraints | 1–3y |
| Go-To-Market Strategy | Aligns product delivery with market motion | 1–3y |
| Competitive Analysis | Landscape view for positioning | 1–3y |
| Artifact | Purpose | Horizon |
|---|---|---|
| Bet Overviews | Key logic, metrics, scope, assumptions | 1–3m |
| Bet One-Pager | Problem, hypothesis, metrics, approach | 1–3m |
| Experiment Canvases | Controlled learning plans tied to hypotheses | 1–3w |
| PRD | Detailed delivery plans and specs | 1–3m |
| User Story Maps | Experience-level prioritization | 1–3w |
A connected system for strategy and execution
The Dotwork Starter Pack is designed to reflect and support a layered, graph-based model—not flatten it. Each element in the flow (from bets to business outcomes) is treated as a first-class object and is fully graph-aware.
| Capability | What It Supports |
|---|---|
| Graph-aware relationships | Every object can be linked across time horizons and nested within each other. |
| Impact-to-Input mapping | Connect Impact objects directly to Actionable Inputs. |
| Nested timeframes | Organize by 1–3 month, 1–3 quarter, or 1–3 year horizons. |
| Backlinking | Any object can reference another with contextual metadata. |
| Business metrics integration | Map Impacts and Drivers to actual performance data. |
| Insight lineage tracking | Track where a Bet came from—Options, Opportunities, Insights. |
Eight foundational elements for high-performing teams
Once you've defined your teams, assigned scopes, clarified topologies, set funding models, and identified actionable inputs, your team is in a strong position to run with clarity and purpose.
Who do you serve? What are you accountable for? What do you care about?
What are you trying to win at? What's your approach? What's out of bounds?
Customer journeys, capability maps, value loops—whatever helps you reason clearly.
A living record of decisions and hypotheses—not a commitment ledger.
One-pager, research folder, learning backlog, core team, single advocate.
Bet-specific metrics and one or more targeted actionable inputs.
Lightweight sense-making tools—bet-specific or quarterly.
Clear kickoffs and reflective learning reviews for every significant bet.
A flexible, realistic, and graph-aware approach
The Dotwork Starter Pack offers a flexible approach to goals. It's designed to reflect how teams actually work—not how we wish they worked in a perfect world.
| Goal Type | Description |
|---|---|
| Overarching/Primary Goal | Long-term, compelling goals that paint broad brushstrokes without forcing premature solutioning. |
| Target Goals | Emphasize hitting a target by a certain date. Should be a big moment and cause for celebration. |
| Anti-goals (NOKRs) | Explicitly state what you aren't trying to do. Help set expectations and clarify strategy. |
| Continuous Goals | Helpful when chipping away at something and wanting to ensure regular progress. |
| Milestone Goals | Cover important inflection points that signify big risk/impact profile shifts. |
| Process Goals | Focus on key habits, behaviors, and activities—the inputs that generate outputs. |
| Guardrail Goals | Prevent optimizing for one outcome at the expense of something else. |
| Leading/Lagging Goals | Explicit about the hypothesized relationship between leading input and lagging output. |
| Exploratory/Learning Goals | Helpful when you need to learn more about something. |
| Decision-Based Goals | Commit to making a decision by a certain time. |
| Capability-building Goals | Build skills, knowledge, or "the ability to ____________." |
You don't have to figure this all out on your own
Every Dotwork account includes a dedicated Customer Success representative. They're not just here for troubleshooting—they're your strategic partner in bringing the Product Operating Model to life.
They can help you:
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