Quarterdeck - Forecast Defense Audit
Lumen Labs
Snapshot as of August 10, 2026
Read-only
Generated August 10, 2026
Fictional fixture
Source
Fictional HubSpot-shaped fixture
As of
August 10, 2026
Scope
42 open deals
Selection
Top 5 by deterministic deal risk score
Pipeline
$496K
Report ID
QDK-LUMEN-2026-08-10
Current evidence
Quarterdeck reviewed 42 open deals in the fixed sample snapshot dated August 10, 2026. The deterministic engine found 37 deals with current evidence exceptions; the highest-priority items below are for human review, not automatic forecast decisions.
5 deals deserve review.
These are the highest-priority exceptions from the 42 open deals in scope.
Pipeline trust context
68 /100
Board readiness (amber); hygiene 68/100 and health 67/100. Deterministic evidence summary, not a forecast probability.
Current findings
Stale 45+ days
21 open deals
$240K of recorded pipeline is affected.
Past close date
14 open deals
$126K of recorded pipeline is affected.
Missing owner
6 open deals
$48K of recorded pipeline is affected.
Stuck in stage
27 open deals
$288K of recorded pipeline is affected.
Stale 21+ days
16 open deals
$76K of recorded pipeline is affected.
Missing close date
12 open deals
$56K of recorded pipeline is affected.
Missing deal value
8 open deals
Not counted in the pipeline total, because they carry no recorded value.
Closing soon, at risk
1 open deal
$86K of recorded pipeline is affected.
No next step
30 open deals
$253K of recorded pipeline is affected.
Needs attention
Ranked by deterministic deal risk score and evidence exceptions.
Showing 5 of 42 open deals
Vertex Media — Upsell
$9K · Proposal · S. Kimura
Why this deal
Past close date (still open); No activity 45+ days; Stuck in stage 30+ days; No next step defined
Impact
$9K of open pipeline has 4 current evidence exceptions.
Action
Ask whether this deal is still forecast-relevant — a stale close date overstates the forecast.
Evidence
Orion Foods — Renewal
$9K · Proposal · J. Reyes
Why this deal
Past close date (still open); No activity 45+ days; Stuck in stage 30+ days; No next step defined
Impact
$9K of open pipeline has 4 current evidence exceptions.
Action
Ask whether this deal is still forecast-relevant — a stale close date overstates the forecast.
Evidence
Beacon Freight — Platform
$9K · Proposal · B. Chen
Why this deal
Past close date (still open); No activity 45+ days; Stuck in stage 30+ days; No next step defined
Impact
$9K of open pipeline has 4 current evidence exceptions.
Action
Ask whether this deal is still forecast-relevant — a stale close date overstates the forecast.
Evidence
Pioneer Health — Renewal
$9K · Proposal · S. Kimura
Why this deal
Past close date (still open); No activity 45+ days; Stuck in stage 30+ days; No next step defined
Impact
$9K of open pipeline has 4 current evidence exceptions.
Action
Ask whether this deal is still forecast-relevant — a stale close date overstates the forecast.
Evidence
Harbor Systems — New business
$9K · Proposal · J. Reyes
Why this deal
Past close date (still open); No activity 45+ days; Stuck in stage 30+ days; No next step defined
Impact
$9K of open pipeline has 4 current evidence exceptions.
Action
Ask whether this deal is still forecast-relevant — a stale close date overstates the forecast.
Evidence
Worth knowing, not worrying about
- 37 of 42 deals have at least one current evidence exception.
- Northwind Systems — Platform expansion is 28.2% of pipeline, below the unchanged 30% concentration-warning threshold, so the engine does not flag it.
- Exact stage-entry timestamps are unavailable; stage-duration context uses an evidence-labeled lastModifiedAt proxy only when notes activity is independently stale.
- This fixture has no prior snapshot, so the audit does not claim close-date moves, repeated slips, stage regressions, or amount changes.
Forecast / trust context
Pipeline trust is 68/100 (amber). This is not a probability that the forecast will be correct; it is a deterministic summary of evidence quality.
- Pipeline coverage 1.4× (target: 3×)
- 48% of deals have all required fields
- Top 3 deals = 48% of pipeline
- 41 critical flags emitted; 37 distinct deals have at least one flag.
What Quarterdeck is and is not
Quarterdeck is a read-only HubSpot attention layer. It identifies exceptions that deserve human judgment and explains why each one surfaced.
It does not submit forecasts or claim a deal will close. If evidence is insufficient, it says so.
How this was produced
This public sample is generated from a deterministic fictional HubSpot-shaped fixture at a fixed as-of instant. It mirrors the structure of a real generated brief; AI may summarize verified facts, but does not calculate pipeline or invent CRM evidence.
Lumen Labs and the deal names are illustrative.
Shareable sample: app.kpappworx.com/sample-audit