Diagnostic Services
Your product team may be your portfolio's most underexamined risk.
The Product Risk Index is a structured diagnostic that surfaces the cultural, behavioral, and structural conditions quietly undermining your portfolio company's ability to execute before they show up in the numbers.
Why This Exists
Most product risk is self-inflicted. Almost none of it is inevitable.
The threat rarely comes from a competitor or a market shift. It comes from inside the organization. From decisions made without evidence. From research that was skipped because it felt expensive. From a founder whose conviction overrode the data. From a culture that drove out the people who saw it coming.
By the time the risk surfaces in a board update, it has already been compounding for months. Attrition. Rework. Adoption failures. Support ticket spikes. Delayed roadmaps. These are not isolated incidents. They are the downstream receipts of upstream decisions that were never scrutinized.
The Product Risk Index makes the invisible layer legible before it costs you.
What's at Stake
The cost of an underperforming product organization is rarely attributed correctly.
When a portfolio company misses its targets, the diagnosis typically points to market conditions, competitive pressure, or execution gaps. Rarely does it trace back to the cultural and structural conditions that made those outcomes predictable from the start.
Here is what unexamined product risk actually costs:
Wasted engineering cycles
Features built without validation, redesigned after launch, or shipped to users who never asked for them.
Elevated attrition
Your strongest product and design talent leaves first. They have the most options. Their exit is a signal, not a coincidence.
Failed adoption
When users are excluded from the process, the product reflects the organization's assumptions rather than their actual needs.
Rework and change orders
Decisions made without research get unmade after launch, at a multiple of the original cost.
Reputation damage
A product experience that frustrates users does not stay internal. It shapes how the market perceives the company.
Delayed fundraising readiness
A product organization carrying structural risk is not ready for the velocity the next funding round demands.
None of these outcomes are inevitable. Most are preventable. All of them are diagnosable before they happen.
How It Works
Four dimensions. One clear picture of where the risk lives.
The Product Risk Index evaluates a portfolio company across four interconnected dimensions that together determine whether the product organization can execute on its stated objectives or whether it is structurally set up to fall short.
Decision Architecture
How product decisions are made, by whom, and on what basis. This dimension examines whether evidence, research, and user insight inform the roadmap or whether opinion, title, and proximity to the founder determine what gets built. Organizations that skip validation do not discover the cost immediately. They discover it in support queues, adoption curves, and churn reports.
Downstream Accountability
Whether the organization can trace a poor outcome back to its originating decision and whether the person who made that decision is accountable for its consequences. When accountability is diffused across departments, the same decisions get made repeatedly. The cost gets absorbed quietly by teams downstream who had no voice in the choice.
Leadership Climate
The emotional and relational environment the leadership team creates, and whether it produces the psychological safety required for honest communication, creative risk-taking, and early problem escalation. A dysregulated or dismissive leader does not just affect morale. They determine whether the people closest to the work will tell them the truth when it matters most.
UX Maturity
The degree to which the organization has institutionalized sound product and design practice into repeatable process, documented decision-making, and shared language. Low maturity organizations depend entirely on the judgment of a few individuals. When those individuals leave, the knowledge leaves with them. Scaling a low-maturity product function does not produce more output. It produces more inconsistency at greater speed.
Assessment Approach
A structured investigation across three data sources.
The Product Risk Index draws on three complementary data sources to produce findings that cannot be coached, curated, or performed.
Stakeholder interviews
Structured conversations across leadership, product, design, engineering, and customer-facing teams. The goal is not consensus. It is triangulation.
Document and artifact review
Roadmaps, research archives, design systems, meeting notes, onboarding materials, and process documentation reveal what the organization actually does versus what it says it does.
Direct observation
Attending working sessions, critiques, planning meetings, and cross-functional reviews. Behavior in a room tells a different story than behavior in an interview. Organizations reveal their real culture in the moments they forget they are being watched.
Findings are synthesized across all three sources to produce a risk profile that reflects the organization as it actually operates, not as it presents itself.
Three levels of depth. Each matched to the stakes.
Tier 01
Risk Snapshot
From $15,000 · 2 to 3 weeks
A focused diagnostic for leaders who need a credible read on a specific concern, fast. Surfaces the highest probability risks based on interviews and document review, with clear confidence levels on each finding. Designed to inform a near term decision: whether to escalate, intervene, or commission deeper investigation.
Includes
- Structured stakeholder interviews
- Document and artifact review
- Written findings report with confidence levels
- Prioritized list of conditions most likely shaping outcomes
- Recommended next step
Tier 02
Comprehensive Diagnostic
From $28,000 · 4 weeks
A complete read across all four dimensions: Decision Architecture, Downstream Accountability, Leadership Climate, and UX Maturity. Designed for portfolio companies approaching a growth inflection or preparing for a next funding round, where the existing picture of product health needs the rigor of triangulated evidence.
Everything in Risk Snapshot, plus
- Broader stakeholder interviews
- Cross-functional direct observation
- Full Product Risk Index report
- Live findings presentation
- Recommended intervention sequence
Tier 03
Immersive Diagnostic
From $58,000 · 8 weeks
A longitudinal engagement spanning four full sprint cycles. Observes the organization across multiple conditions, cycles, and team states. Designed for portfolio companies where the stakes are high and the existing picture is incomplete or contradictory.
Everything in Full Assessment, plus
- Behavioral patterns that emerge over time
- Trajectory analysis across four sprint cycles
- Full intervention roadmap
- Accountable owners and measurable outcomes
- The most complete risk narrative available
Engagements are remote by default. On site presence is available and discussed during the initial conversation.
Each engagement begins with a conversation about what you are trying to see clearly.
Start a ConversationOutcomes
What the Product Risk Index delivers.
Every engagement produces a set of findings designed to move an operating partner from suspicion to clarity and from clarity to action.
A Product Risk Index score across all four dimensions with comparative benchmarks.
A written risk narrative that explains not just what the risk is, but how it formed, why it has persisted, and what it will cost if left unaddressed.
A prioritized list of the three to five conditions posing the greatest immediate risk to execution.
A sequenced intervention roadmap with recommended actions, accountable owners, and indicators of progress.
A pre and post assessment option for operating partners who want to measure the impact of interventions over time.
Why It Matters to the Portfolio
Product risk is financial risk in disguise.
Every dollar invested in a portfolio company is dependent on that company's ability to build something users want, ship it with consistency, and improve it with evidence. When the product organization is carrying cultural or structural risk, that dependency is exposed.
The Product Risk Index does not evaluate strategy. It evaluates whether the organization is structurally capable of executing the strategy it already has. Those are different questions. And for an operating partner managing a portfolio where product performance is central to the thesis, the second question may be the more important one.
Start the Engagement
Begin with a conversation.
Share a little context about the portfolio company and what you are trying to understand.
Start the Conversation