The Product Groundwork Method

The pain of bad product decisions is familiar: delivery churn, reopened debates, surprises that derail timelines, and products that miss the mark in market. AI accelerates all of it, good and bad. The Product Groundwork Method™ gives your team the foundation and the discipline to ensure that what gets built faster is also worth building.

PILLARS: 

The Groundwork Method™ consists of three Pillars: a Convergent Problem Statement, an Actionable Persona, and Individualized Needs. These aren’t sequential steps you complete and archive. They’re living artifacts that work together beneath the surface of every product decision your team makes. Each one is critical. Together, they give your entire organization a shared stake in the ground and a clear basis for every decision that follows.

With AI and the institutional knowledge your team already has, these Pillars can be hypothesized in minutes and sharpened over time as real customer insight comes in. The point isn’t perfection upfront. It’s shared clarity and a concrete foundation to build from and evolve.

PRACTICES:

The Pillars tell you what to define. The Practices are how your team stays true to the customer and the business outcomes you’re building toward.

Three core Practices: Developing Hypotheses, Scrappy Research, and Getting Commitment. These give your team the discipline to keep learning in short bursts along the way, so no one is ever guessing where it matters most. Teams learn to gather real insight from small samples on an ongoing basis. And they learn to bring that insight together in a way that drives commitment across the organization, surfacing operational implications early, eliminating surprises, and ensuring every decision is made with a full view of the customer and the business.

Every Pillar and every Practice in the Groundwork Method™ is supported by the Groundwork AI Accelerator; a set of purpose-built prompts that embed the method’s standards directly into your team’s AI workflow. Not generic prompts. Prompts built around the specific criteria, customer-centricity, and decision discipline that make Groundwork effective.

The Accelerator doesn’t shortcut the thinking. It structures it. Your team moves faster because the AI is working from the right brief, asking the right questions, and producing outputs that are grounded in real customer foundations rather than generated from thin air.

Speed with rigor. That’s what the Accelerator is built for.

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The Product Groundwork Method ™ Program Deliverable:

We have a proven, AI-driven process, design thinking techniques, and a template that helps your team establish a Convergent Problem Statement quickly and practices that enable the evolution of the problem statement as new customer insights are gathered.

Personas have a reputation problem. Not because the concept is wrong, but because the execution usually is. Big firms charged a lot to produce beautiful, elaborate personas that sat in decks and drove exactly zero decisions. That history made “persona” a word many product teams stopped taking seriously.

We’re here to rehabilitate it. Done right, a persona is one of the most powerful decision-making tools a product team has. Ours is not decorative. It’s a workhorse. A single, focused artifact built by the people closest to the customer, grounded in real observation and interaction, and used to make confident product and business decisions every day.

The Actionable Persona ensures your team is never building for an abstraction. It keeps the real customer in the room when decisions get made, roadmaps get prioritized, and tradeoffs get negotiated across functions.

Groundwork Method ™ Program Deliverable:

We have proven ways to turn your customer research and existing personas into actionable artifacts that can be used for most, if not all, product decisions.  The simple, one-page template guides your team in the research they do and what aspects of the human matter in making effective product decisions.

Most product organizations jump from problem and persona straight to solutions. It’s the most natural thing in the world to do, and it’s where some of the most expensive mistakes get made. Trying to solve too much, or missing the one thing that would have driven real value for a specific customer, is what produces bloated roadmaps and underwhelming products.

Individualized Needs is the third Pillar because it’s the bridge between what you know about your customer and what you decide to build. Needs are not requirements. They are not user stories. They are the insights your team develops through direct observation and interaction with real customers, tied specifically to your Actionable Persona. When you understand and stratify needs at that level of specificity, prioritization stops being a political negotiation and starts being a logical, customer-backed decision.

In our experience, customers are remarkably forgiving of imperfect products when those products solve their most important need well. What they don’t forgive is a product that tried to do everything and delivered nothing they actually cared about. Individualized Needs keeps your team from making that mistake, and gives every stakeholder a clear, defensible basis for the tradeoffs being made.

Product Groundwork Method ™ Program Deliverable:

We focus on what it takes to gather the insights you need to develop a prioritized set of needs (not features) for each persona.  We introduce and coach your team to the definition of “need” (as opposed to feature or capability,) on the research methods and best practices that most efficiently uncover needs, the strategies for prioritization, and ways in which to ensure your stakeholders understand the tradeoffs being made.   All of this resulting in logical, clear, and justifiable decisions that drive commitment.

Product organizations are never short on inputs. Customer feedback, market signals, competitive moves, stakeholder requests, and the institutional knowledge your team has built over time. The challenge is never the volume of information. It’s knowing where to focus and what to trust.

A well-formed hypothesis declares what your team believes to be true, why they believe it, and what it would take to confirm or disprove it. That discipline filters signal from noise, cuts through cross-functional debate, and gives every customer interaction a clear purpose. It also directs how your team builds and tests. Whether you’re running a scrappy customer session or using AI to accelerate prototype development, a strong hypothesis keeps the work anchored to the most important thing to learn next and ensures the results drive decisions instead of just generating more questions.

Product Groundwork Method ™ Program Deliverable:

We cover a simple template that represents the goal of any research project.  We provide examples of what a good hypothesis looks like and what a not-to-good hypothesis looks like.  We also take your team through the critical elements of a hypothesis that yields the best possible research outcomes.

This is how you prove or disprove a hypothesis without waiting for a formal research cycle. In large organizations, research can feel like a department, a process, a timeline. Scrappy Research is none of that. It’s the discipline of getting to a real customer quickly, learning from them directly, and bringing that insight back to the team fast enough to actually shape decisions.

Small sample sizes, done right, are enough. But “done right” is the operative phrase. Who you talk to, how you structure the conversation, and how you translate what you heard into themes your team can act on all require a rigor that most teams have never been taught. Five well-structured customer conversations with the right people, interpreted consistently, surface what matters. 

In an AI era where synthesis is instant, the raw material still has to come from real people. Scrappy Research is how your team stays connected to that source continuously, not just at project kickoff.

Product Groundwork Method ™ Program Deliverable:

We have proven, scalable tools and tactics that enable your team to develop an ongoing practice for gathering high-integrity customer insights with very small sample sizes.  Our templates, script outlines, and pro tips ensure that the most is made of small-scale, ongoing customer interactions.

In most product organizations, the people responsible for building great products don’t control the resources, timelines, or priorities of the teams they depend on. Getting anything done requires alignment across functions, levels, and competing priorities. That’s not a soft skill. It’s a discipline.

Getting Commitment is the practice of building that alignment deliberately. It involves knowing which customer insights to bring forward, identifying the right stakeholders early, constructing a narrative that connects customer evidence to business logic, and testing that narrative before the room gets crowded. Done well, it means decisions get made, stay made, and the cross-functional team moves together without the churn of revisited debates and misaligned expectations.

This is also where the Pillars and the other two Practices come together. Customer-backed problem clarity, a well-defined persona, prioritized needs, and hypothesis-driven research all feed into a story that stakeholders can commit to because they understand exactly how you got there.

Product Groundwork Method ™ Program Deliverable:

We provide tools and techniques for building and presenting your logic.  We cover a proven outline for decision driving narratives that drive empathy for the customer, but a clear grasp of the logic behind your team’s decision.  We share insider tips on storytelling that fortifies your team’s efforts in presenting customer insights.  Our recipe in getting commitment ensures decisions are made, kept, and teams commit.