Standardized metrics make the questions cheaper to answer. They do not answer the decision question.
Standard Metrics is clear about the pressure it solves — 'without a system in place, even simple questions can lead to days of scrambling'. That is accurate and important. Standardized metrics answer 'what are the numbers.' They do not answer 'does the committee's approval basis still hold, and how much time do we have.'
What Standard Metrics does well, and where the line is.
What Standard Metrics is built for
Standardizing KPI collection from portfolio companies and making it queryable.
Standard Metrics turns the ad-hoc email-and-spreadsheet KPI chain into a standardized, queryable format. LP questions, diligence questions, and ad-hoc internal questions stop requiring a multi-day scramble to reconstruct the underlying numbers. For firms under LP scrutiny, that alone is a meaningful operational win.
What it is not built for
Evaluating whether the IC committee's approval is still defensible.
Standardized metrics tell you what the company is doing this quarter. They do not connect that quarter's number back to the specific assumptions the committee approved, evaluate whether those assumptions still hold, or produce a governed record of the decision chain from approval through current state.
Where Capital Refinery sits next to it
Above the standardized metrics, at the decision validity layer.
Capital Refinery takes standardized portfolio data (from Standard Metrics, iLEVEL, or any source) and binds it to the IC memo's specific thesis assumptions. The result is a live decision validity score and time-to-consequence ranking. Standard Metrics makes the numbers cheap to retrieve. Capital Refinery evaluates the decision those numbers were meant to validate.
Where the lines fall.
| Capability | Standard Metrics | Capital Refinery |
|---|---|---|
| Standardized KPI collection | Strong — core capability | Consumes standardized KPIs; not the primary surface |
| Ad-hoc LP question answering | Strong — direct value prop | Produces governed IC and board output, not LP ad-hoc |
| Portfolio benchmarking | Strong | Not the goal — thesis validity is the comparison |
| IC memo + thesis as structured data | No | Yes — bound at approval |
| Decision validity scoring | No | Yes — per position, re-evaluated on open |
| Time-to-consequence ranking | No | Yes — the metric standardized KPIs do not answer |
The research behind this.
- The IC Materials ProblemStandard Metrics named the pressure precisely. The layer above standardized KPIs is still missing.
- Why Your Monitoring Dashboard Isn't a Decision ToolStandardized data is necessary. Decision validity is a separate category.
- The Decision Integrity Gap48 sources, 14 vendors. Standard Metrics, the rest of the monitoring layer, and the missing 7th.
Institutional readiness measurement
Standard Metrics solves standardized portfolio company KPI collection — a consistent metric layer across VC and PE portfolios. Capital Refinery operates a category Standard Metrics doesn’t: institutional readiness measurement — grading operating businesses on a 10-axis framework that buy-side ICs, lender credit committees, and LPs use to evaluate. The artifact carries a deterministic fingerprint and a public verification URL.
The two product surfaces don’t compete — they operate at different layers of the stack. Standard Metrics handles KPI collection and aggregation; Capital Refinery handles structural readiness measurement and decision integrity. See institutional readiness and the same-engine architecture for the dimension Standard Metrics doesn’t address.
Standardized metrics. Governed decisions.
If your firm already uses Standard Metrics, the next question is what governs the thesis behind the standardized numbers. Bring us a deal — we'll show you decision validity on top.
Keep Standard Metrics if you need standardized portfolio company KPI collection. Use Capital Refinery when you need a neutral, evidence-backed readiness artifact that shows what will survive institutional review.
Capital Refinery is the institutional measurement layer. It does not replace Standard Metrics; it sits next to it. The decision to engage is a routing decision, not a swap.
Working with an advisor or AI consultant? Use CR as the independent measurement layer via the Modernization Impact Review. Want to shape the methodology? Apply as a design partner.