ITAD Refresh Signal EnginePrototype by Joseph Deville · demo date November 7, 2026
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Verity Pharmaceuticals

Pharma · verity.example · Weak surface only example. Sequence status unknown.

19/100
Priority score, not a probability
Monitor
Employee proxy: 15,500 (employee proxy; device user count unverified)Device quantity and vendor relationship unknown
⊘ Blocked: suppression status unknown

Evidence timeline (oldest first)

Surface · Funding / growth rate+3.75 pts counted
Observed sample statement:
New funding for a research site.
Inference:
Growth may mean buying devices, not retiring them.
Question to verify:
Is any existing equipment being replaced?

5 weight × 1 quality × 0.75 freshness × 1 relevance = 3.75

Source: Verity sample investor note (fictional)Class: Simulated primary (sample)Published: 2026-10-01 (37 days)Event window: 2026-10-01Event ID: vp-growth
Open sample evidence
Surface · Relevant executive change+5 pts counted
Observed sample statement:
A new CIO started October 15, 2026.
Inference:
May review IT vendors. Not evidence of a purchase.
Question to verify:
Is the new CIO reviewing endpoint lifecycle?

5 weight × 1 quality × 1 freshness × 1 relevance = 5

Source: Verity sample newsroom (fictional)Class: Simulated primary (sample)Published: 2026-10-15 (23 days)Event window: 2026-10-15Event ID: vp-exec
Open sample evidence
Exploratory · Public discussion / reviews+0.63 pts counted
Observed sample statement:
One anonymous comment about old laptops.
Inference:
Anecdotal. Never enough to route.
Question to verify:
None. Context only.

5 weight × 0.25 quality × 1 freshness × 0.5 relevance = 0.63

Source: Sample public forum (fictional)Class: Simulated forum (sample)Published: 2026-10-25 (13 days)Event window: Window unknownEvent ID: vp-forum
Open sample evidence
Surface · M&A / restructuring / layoffs+10 pts counted
Observed sample statement:
A reorganization announced October 28, 2026.
Inference:
Device impact is unknown. This is an inference.
Question to verify:
Does the reorganization change headcount or locations?

10 weight × 1 quality × 1 freshness × 1 relevance = 10

Source: Verity sample newsroom (fictional)Class: Simulated primary (sample)Published: 2026-10-28 (10 days)Event window: 2026-10-28Event ID: vp-reorg
Open sample evidence