Sample Output · Value Gap Navigator
This is what a value gap assessment actually produces
Real output built on a mid-market food manufacturer facing a CFO review of an 18-month-old predictive maintenance initiative. Evidence grading, measurement gaps, and a board-ready value brief — not a status update.
The Value Gap Navigator is free for one metric. Run your own assessment — no login required. Start your assessment →
The scenario
Meridian Foods — Predictive maintenance at the Caldwell facility
A $1.2B food and beverage manufacturer. Three processing facilities, 18 production lines. The Caldwell facility runs 20 hours a day, six days a week. Predictive maintenance AI was deployed on the primary cooking and sealing lines 14 months ago — approved by the capital committee on the basis of a 30% reduction in unplanned downtime and $1.8M in annual emergency maintenance savings.
“The model is running and generating alerts. Maintenance crews are responding to flags. The operations team says the lines are running better. No one has measured unplanned downtime before and after — the baseline was pulled from a CMMS that was decommissioned during our ERP migration eight months after go-live. Emergency maintenance spend is tracked by finance but lumped with scheduled and corrective maintenance in a single budget line.”
Decision coming: CFO value summary request before capital planning closes in six weeks. VP of Operations seeking approval to expand the program to two additional facilities.
Assessment output
Readiness to defend value
2/5
Outcome clarity
1/5
Baseline quality
2/5
Measurement quality
2/5
Ownership clarity
1/5
Board readiness
Scale: 1=not defensible · 3=developing · 5=board-ready
Value gap summary
The current evidence for Caldwell’s predictive maintenance AI is not yet defensible in a board or CFO setting. Most business-case metrics lack pre-implementation baselines, so value cannot be confirmed. Some metrics are measured, but they are either proxies or not reported to leadership. Maintenance cost per asset is tracked, but without a baseline, its impact is anecdotal. Emergency maintenance spend is only partially measured, and unplanned downtime is unsupported. The most important actions are to establish and document credible baselines for all business-case metrics, then ensure ongoing measurement and executive reporting. Without these steps, the initiative’s value remains a hypothesis rather than a proven outcome.
Top measurement gaps
Maintenance supervisor must establish and document pre-implementation baselines for all business-case metrics within 30 days.
Project lead should ensure all relevant metrics are included in executive reporting packs monthly.
Data engineering team should instrument full measurement of emergency maintenance spend and tie proxies to financial outcomes within 60 days.
Measurement plan
A metric-by-metric plan for closing the gaps identified in your assessment. Each item identifies what needs to happen, who should own it, and where the data likely exists.
Measurement plan
Unplanned downtime (hours or cost)
Action: Establish and document a credible pre-implementation baseline and begin regular tracking in the ERP system.
Owner: Maintenance supervisor
Cadence: Monthly
Data source: ERP or maintenance management system; may require additional instrumentation.
Maintenance cost per asset
Action: Identify and record a pre-initiative baseline, then compare to current tracked values.
Owner: Maintenance supervisor
Cadence: Monthly
Data source: ERP or financial system historical data.
Emergency maintenance spend
Action: Record the existing baseline value and ensure full, consistent measurement going forward.
Owner: Maintenance supervisor
Cadence: Quarterly
Data source: ERP or financial system; may require process standardization.
Board-ready value brief
Investment disposition, suggested board questions, and advisory next steps — structured for direct use in an executive or board conversation.
Investment disposition
Pause pending baseline and ownership clarity
The initiative cannot currently demonstrate defensible value due to missing baselines and incomplete measurement. Pausing to address these gaps will enable a credible assessment of impact and inform future investment decisions, including the proposed facility expansion.
Board questions for this initiative
- What specific pre-implementation baselines exist for each business-case metric?
- How are current results for unplanned downtime and emergency maintenance spend tracked and validated?
- Who is accountable for metric ownership and regular executive reporting?
- What is the timeline to close the measurement and reporting gaps identified in this review?
Next step
A structured advisory conversation through vtcdo.com/conversation is available to help resolve measurement and accountability gaps before further board engagement. This will ensure the initiative is positioned for defensible value realization.
Start a conversationValue Gap Navigator — Board-Ready Value Brief
⬇ Download PDFWhat this output is actually telling the COO
The CFO is about to ask four questions. Every one of them is listed in the board brief above. The COO walking into that meeting with this output already knows what is coming — and more importantly, knows the answer to each question involves a gap that has a specific owner and a specific action with a deadline.
The “Pause” disposition is not a failure finding. It is the honest read: the initiative may well have delivered value, but the evidence to defend that claim does not currently exist. Going to the board without baselines and asking for facility expansion funding is the riskier move.
This is what a measurement gap looks like before it becomes a board conversation problem. The tool surfaces it with enough specificity to act — not just enough to worry.
What you get at each tier
Free
Evidence scores and top gaps
No cost · No login
- → Five readiness scores
- → Value gap narrative
- → Top three measurement gaps
- → One metric included
Essentials
Full measurement plan
$49/month · $490/annual
- → Everything in Free
- → Evidence quality table
- → Metric-by-metric action plan
- → Up to eight metrics
Executive Access
Board-ready value brief
$249/month · $2,490/annual
- → Everything in Essentials
- → Investment disposition
- → Board questions
- → PDF export
Run your own assessment
The Value Gap Navigator is free for one metric and requires no login. Answer questions about your initiative, the metrics that were committed, and how they are currently measured. You will receive the same scored output shown here — specific to your initiative.
Start your free assessment →Free · No login required · Approximately ten minutes
When the gap is too big for a tool
If this assessment surfaces a measurement gap that is board-visible or involves a significant investment decision, advisory support is available through Hawksroost — one person, directly accountable, with operating experience in the environments you are navigating.
Start a confidential conversation