UX Research & Product Discovery
How Clavon validates problems, maps real user needs, and connects research findings to delivery decisions — so teams build the right thing.
Why Product Discovery Fails
Discovery is the phase where the wrong decisions are cheapest to make. Most teams skip it or perform it ritually — producing documents that do not change what gets built. The result is validated assumptions, not validated problems.
The consequence:
Discovery is not about gathering opinions. It is about reducing the risk of building something that does not work for the people who must use it — in the time available to make that decision.
Four Questions Discovery Must Answer
Every discovery engagement is scoped to answer a specific set of decisions. Clavon defines these questions before research begins — and every method chosen must serve one of them.
What problem is the user actually trying to solve?
How is it solved today — including all workarounds?
Where does friction, delay, or risk occur, and why?
What solution options are viable within real constraints?
Methods Chosen for the Decision, Not the Budget
Clavon selects research methods based on what decision needs to be made — not what is most familiar or most comfortable. Every method has a purpose and a scope.
Methods to avoid:
Not All Research Evidence Is Equal
Clavon weights research evidence by reliability. Observed behavior outweighs stated preference. Workarounds are the strongest signal of all — they reveal what the system fails to provide.
Observed behavior
High
Repeated patterns
High
Workarounds
Very high — the strongest signal
Verbal opinion
Medium
Hypothetical preference
Low — treat as directional only
Research Outputs Map Directly to Delivery
Every discovery output has a delivery counterpart. Research findings do not sit in a report — they are translated into the artifacts that shape what gets built.
Discovery produces
Validated problems
Which informs
Prioritized scope
Discovery produces
User needs
Which informs
Acceptance criteria
Discovery produces
Risks & assumptions
Which informs
Architecture decisions
Discovery produces
Opportunity areas
Which informs
Roadmap options
Insights Must Be Actionable
Raw research findings do not drive delivery decisions. Clavon translates findings into structured outputs that can be directly consumed by design, architecture, and product management.
Assumptions Must Be Named and Tracked
Every project carries assumptions. Discovery does not eliminate them — it identifies and ranks them. Clavon maintains a live assumption register through delivery.
Discovery cadence:
MVPs and early products
1–2 focused weeks
Complex enterprise systems
2–4 weeks structured discovery
Enterprise Discovery Is Different
Research in enterprise and regulated environments requires specific design. Users operate under role, policy, and compliance constraints that fundamentally shape what is discoverable and how findings translate into design requirements.