Inventory Data Integrity Review

Establish how much of your inventory is fit for planning purposes.

An independent review of your equipment inventory and work-order history that quantifies record quality, surfaces service outlier and fleet composition risk, and returns a prioritized worklist your team can act on.

2 exports
Asset inventory and work-order history
4 categories
Findings per asset and per model
Credited
Toward a Capital Replacement Assessment
Zero PHI
Contractually excluded, bilaterally
Context

Equipment records drift for structural reasons.

Every long-lived operational dataset accumulates the same categories of defect. The review identifies them at scale and in one pass.

System migrations

Conversions carry forward partial fidelity. Install dates inherit commissioning dates, cost fields arrive empty, and free-text descriptions occupy fields intended for nomenclature codes.

Lifecycle events

Disposals, moves, rentals, and acquisitions all create records faster than they close them. Retired assets remain active, inflating fleet counts, PM workload, and replacement value.

Optional fields

Where manufacturer and model were not required at entry, a share of the fleet has no basis for end-of-support research, and no way to be grouped at model level.

Why it matters

Record quality sets the ceiling on planning confidence.

A replacement plan inherits the quality of the record it is built from. Defaulted dates, unresolvable models, duplicates, and gaps in service history each move a capital decision before any analysis begins.

Asset inventory Work-order history Independent review Confidenceprofile Findingsregister Remediationworklist DEFENSIBLE CAPITAL PLAN
Two exports in. Three deliverables out. One planning baseline your team confirmed.
Scope

Four categories of finding.

01

Inventory record findings

From the asset export.
  • Duplicate and conflicting records — including probable duplicates that exact matching misses
  • Dormant and status-conflicted assets — active records for equipment no longer in service
  • Identification defects — serial, manufacturer, and model values that cannot support end-of-support research
  • Implausible date and cost values — system defaults and out-of-range entries that distort fleet age and valuation
  • Classification and location gaps — records that cannot be grouped, costed, or assigned
02

Work-order anomalies

From the work-order export.
  • Evidence gaps — assets carrying no corrective history across the review window
  • Frequency and cost outliers — assets and models outside the distribution for their cohort
  • Recurring failure patterns — repeat failure modes indicating a device or model issue
  • Downtime and vendor-wait exposure — sustained availability loss against agreed thresholds
  • Maintenance and record integrity — completion gaps, long-open records, and activity against assets absent from inventory
Cost of Service Ratio is reported at fleet level — total annual service cost against total acquisition cost, read against published industry benchmarks rather than a per-device rule.
03

Fleet composition insights

Where the review moves from record quality to fleet strategy.
  • Model proliferation — distinct models carried per category, with the standardization opportunity quantified
  • Orphan models — single-unit platforms carrying disproportionate parts, training, and support burden
  • Replacement bow waves — cohorts arriving at end of life within the same fiscal window
  • Fleet size against service demand — categories indicating over- or under-supply
  • Vendor concentration — support risk pooled in a single relationship
04

Prioritized remediation worklist

Structured for assignment and closure.
  • Assignable at record level — asset, field, defect, evidence, recommended correction, effort band
  • Divisible across a team — structured so the work can be split and tracked to closure
  • Ordered by planning impact — the corrections that most improve capital planning accuracy come first
The full detection set is broader than the summary above and is walked through in the scoping call, where thresholds are also tuned to your environment. Local convention varies, and a rule that flags a real defect at one organization flags standard practice at another.
Deliverables

A three-part documentation suite, populated with your data, owned by you.

Data confidence profile

The share of inventory fit to plan from, and where the balance falls short, by defect class, department, and device category.

Findings register

Every flagged record with its defect class, evidence, and recommended correction. Filterable and structured to be worked directly.

Remediation worklist

The prioritized punch list, with a written summary of the systemic causes behind recurring defect patterns.

Optional re-check. The review re-run against a fresh export once the worklist has been worked, so improvement is measured. Elective, scheduled when your team is ready.
Process

Two exports and a scoping call.

01

Scoping call

Scope, asset count, lookback window, outlier thresholds. Thirty minutes.

02

Two exports

Inventory and work orders. Fields confirmed first.

03

Data receipt

Sufficiency confirmed in writing. The clock starts here.

04

Analysis

Defect detection, outlier analysis, fleet composition.

05

Findings review

Your team confirms flags and adjusts thresholds. One revision round included.

06

Delivered

Three documents, in your files, owned by you.

Pathways

Three ways this engagement is used.

Review first, plan second

The review establishes what needs correcting, your team works the list, and the assessment then runs on a defensible record. The full review fee is credited toward a Capital Replacement Assessment for the same scope, on the terms confirmed in your engagement letter.

Review on its own merit

Inventory accuracy drives PM workload projections, service contract scope, staffing models, recall response, and survey readiness. The review stands alone, and gives biomed and supply chain the same version of the record.

Run as one engagement

Where timing suits, the review runs as the first phase of an assessment and its findings feed the scoring directly. Scoped and priced together.

Get started

Establish the baseline before the committee does.

A thirty-minute scoping call establishes the export format, the scope, and the fixed fee.

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