ITAD Refresh Signal EnginePrototype by Joseph Deville · demo date November 7, 2026
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Northbank Mutual Group

Financial services · northbank.example · High priority example. Clear suppression.

61/100
Priority score, not a probability
Review first
Employee proxy: 48,000 (employee proxy; device user count unverified)Device quantity and vendor relationship unknown
… Awaiting manual approval

Evidence timeline (oldest first)

Deep · Office closure / move / consolidation+11.25 pts counted
Observed sample statement:
Two regional offices consolidate in March 2027.
Inference:
Some workplace devices may be retired, not just moved. This is an inference.
Question to verify:
Will devices from the closing site be redeployed or retired?

15 weight × 1 quality × 0.75 freshness × 1 relevance = 11.25

Source: Northbank sample facilities notice (fictional)Class: Simulated primary (sample)Published: 2026-09-08 (60 days)Event window: 2027-03-01 to 2027-03-31Event ID: nb-move
Open sample evidence
Deep · Relevant RFP / tender+20 pts counted
Observed sample statement:
A tender with explicit ITAD scope, responses due December 1, 2026.
Inference:
Disposition vendor selection is open now.
Question to verify:
Is the tender still open, and who evaluates responses?

20 weight × 1 quality × 1 freshness × 1 relevance = 20

Source: Sample procurement portal (fictional)Class: Simulated primary (sample)Published: 2026-10-13 (25 days)Event window: 2026-12-01 to 2027-02-28Event ID: nb-rfp
Open sample evidence
Deep · Explicit device retirement / refresh+25 pts counted
Observed sample statement:
A named laptop refresh program runs January to April 2027.
Inference:
Retired laptops will need secure disposition during or after the program.
Question to verify:
Who owns disposition of the outgoing laptops, and is a vendor already chosen?

25 weight × 1 quality × 1 freshness × 1 relevance = 25

Source: Northbank sample newsroom (fictional)Class: Simulated primary (sample)Published: 2026-10-28 (10 days)Event window: 2027-01-15 to 2027-04-30Event ID: nb-refresh
Open sample evidence
Deep · Explicit device retirement / refresh0 counted · Duplicate report of the same event, deduped
Observed sample statement:
A second report of the same refresh event.
Inference:
Same event as above. Deduped, not counted twice.
Question to verify:
None beyond the primary item.

25 weight × 0.7 quality × 1 freshness × 1 relevance = 17.5 (Duplicate report of the same event, deduped)

Source: Sample trade weekly (fictional)Class: Simulated secondary (sample)Published: 2026-10-30 (8 days)Event window: 2027-01-15 to 2027-04-30Event ID: nb-refresh
Open sample evidence
Surface · Relevant executive change+5 pts counted
Observed sample statement:
New IT procurement lead started November 2, 2026.
Inference:
New leaders often review vendor lists. Not evidence of a purchase.
Question to verify:
Is the new procurement lead reviewing disposition vendors?

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

Source: Northbank sample newsroom (fictional)Class: Simulated primary (sample)Published: 2026-11-02 (5 days)Event window: 2026-11-02Event ID: nb-exec
Open sample evidence