Fund Intelligence Layer

Exceptions and Opportunities

SignalCompanyImpact / yrUrgencyTypeOwner

Realized Savings

Realized

Identified

Anomalies

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Portfolio companies

10 companies · all live on Echelon

Company Revenue EBITDA Savings AI adoption

Cohort

Definition

Formula

Source systems

Time grain

Coverage

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As of

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Distribution — {{ benchMetricLabel }}

Interquartile range {{ dist.q1Disp }} – {{ dist.q3Disp }} · median {{ benchMedianDisp }}

Ranked by {{ benchMetricLabel }}

Cohort median {{ benchMedianDisp }}

Best practice

Top of the fund on this metric — candidate playbook to roll out across portfolio companies.

Operational outlier

Furthest from the fund median — prioritize for a value-creation engagement.

Department cost as % of revenue

Below benchmark Above benchmark

Each company benchmarked against the fund department average · ringed cells are outliers

bench {{ d.bench }}

Same agent, very different results

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Rolling the top operator's configuration to laggards is the fastest adoption lever in the fund.

Agents ranked by hours saved / month

AgentFunctionCosAccuracyHrs/moBest vs. laggard operator

{{ a.best }} · {{ a.bestVal }} {{ a.laggard }} · {{ a.laggardVal }}

Median time to go-live

On-time delivery

Median slip vs. plan

Planned vs. actual time to go-live

Planned Actual

Largest leverage opportunity

Consolidate {{ hero.cos }} portfolio companies onto a single {{ hero.vendor }} enterprise agreement

annual savings

combined spend

Total identified leverage

Annualized savings across 8 vendors that serve multiple portfolio companies. Surfaced by cross-tenant spend modeling.

Cross-portfolio vendors

VendorCategoryUsed byFund spendOpportunityAction

Discount variance — same vendor, different rates

Rate arbitrage

Portfolio companies pay different negotiated rates to the same vendor. Level the laggards up to the best in-fund rate already secured.

{{ atRiskDisp }}/yr at risk — 2 stalled initiatives at bottom-quartile adoption companies need fund-team intervention.

Adoption by company

Initiative tracker

InitiativeCompanyImpactStatus

Median span of control

Median vacancy

CompanyEmployeesRev / empVacancySpan of control

Realization bridge

Identified value through to P&L, annualized · EBITDA effects only

Stage distribution

Bar length is value in stage · dots are initiative count

Initiatives · {{ initCount }} tracked

{{ escalatedCount }} escalated · advance a stage with the arrows

Realized to date {{ realizedDisp }} of {{ identifiedDisp }}

InitiativeOwnerStageImpact / yrConfidenceMove

From radar

{{ i.co }} · {{ i.domain }} · due {{ i.due }}

{{ briefPeriod }} Confidential — Fund VII

What changed since the last review

Governed facts only · every line traces to a metric definition and as-of date

Bring to the review — catalysts

{{ t.co }} · {{ t.impactDisp }}/yr · confidence {{ t.confDisp }}

Escalations and risks

{{ r.co }} · {{ r.impactDisp }} · {{ r.blocker }}

Draft narrative

Realized value reached {{ realizedDisp }} of {{ identifiedDisp }} identified, with AP invoice automation and SOC triage moving into the P&L this period. Blended EBITDA margin is 21.3%, up 3.8pp since deployment. Two initiatives are escalated — Atlas dispatch optimization and Sterling quote automation — holding $1.57M of projected impact. The largest open catalyst is a single Salesforce enterprise agreement across nine companies, worth $1.62M annually at 88% confidence, with the renewal window closing in 94 days.

Generated from the governed metric layer. Narrative cites supplied evidence only and cannot alter financial calculations. Sources as of 12 Jul 2025 · coverage 94%.

Data-domain grants

What the fund plane receives from each portfolio-company tenant. Raw records never leave the tenant.

Anonymous cohort minimum

Below this size, cohort results are suppressed for company users.

{{ suppressedDisp }} of 4 saved cohorts fall below this threshold and are suppressed.

Access audit

{{ a.who }} — {{ a.what }}

Snapshot health by company

Each refresh runs as an independent tenant-scoped job over immutable inputs.

CompanyCoverageAs ofMappingStatus

Metric catalog

{{ m.name }} {{ m.ver }} {{ m.grain }} · {{ m.cover }}

Sources: {{ m.src }}

Fund membership

{{ m.name }} active {{ m.last }}

{{ m.role }} · {{ m.scope }}

{{ company.sector }} · {{ company.hq }} · {{ company.empDisp }} employees · live {{ company.live }}

revenue

{{ company.outlierMetric }} outlier — {{ company.outlierReason }}

Performance vs. fund median

fund median

Identified

Realized

AI adoption

{{ company.aiDisp }}/100

Initiatives

Actual vs. plan and underwrite

Q2 2025 · board plan and acquisition underwrite held separately · hover for definitions and sources

MetricActualPlanVarianceUnderwrite

Peer cohort

Cohort below the minimum size — peer values suppressed under the fund sharing agreement.

PeerEBITDARev / empAI

AI initiatives