ITAD Refresh Signal EnginePrototype by Joseph Deville · demo date November 7, 2026
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Calder Health System

Healthcare · calder.example · High priority example. Includes a generic renewal that does not count.

61/100
Priority score, not a probability
Review first
Employee proxy: 22,000 (employee proxy; device user count unverified)Device quantity and vendor relationship unknown
… Awaiting manual approval

Evidence timeline (oldest first)

Deep · Explicit device retirement / refresh+18.75 pts counted
Observed sample statement:
A named workstation refresh is planned for H1 2027.
Inference:
Outgoing workstations hold patient data and need secure handling.
Question to verify:
What are the data handling requirements for retired clinical devices?

25 weight × 1 quality × 0.75 freshness × 1 relevance = 18.75

Source: Calder sample IT plan (fictional)Class: Simulated primary (sample)Published: 2026-09-23 (45 days)Event window: 2027-01-01 to 2027-06-30Event ID: cd-refresh
Open sample evidence
Surface · M&A / restructuring / layoffs+7 pts counted
Observed sample statement:
An affiliation closes by year end 2026.
Inference:
Device impact is unknown. This is an inference.
Question to verify:
Will IT standards be merged across the affiliated sites?

10 weight × 0.7 quality × 1 freshness × 1 relevance = 7

Source: Sample health trade news (fictional)Class: Simulated secondary (sample)Published: 2026-10-08 (30 days)Event window: 2026-10-01 to 2026-12-31Event ID: cd-merge
Open sample evidence
Deep · Contract / lease timing0 counted · Unrelated to device disposition
Observed sample statement:
A software renewal, not an endpoint lease.
Inference:
None. A generic vendor renewal does not imply device timing.
Question to verify:
Not a device signal. Excluded.

15 weight × 1 quality × 1 freshness × 0 relevance = 0 (Unrelated to device disposition)

Source: Calder sample newsroom (fictional)Class: Simulated primary (sample)Published: 2026-10-15 (23 days)Event window: 2027-03-31Event ID: cd-cloud
Open sample evidence
Deep · Contract / lease timing+15 pts counted
Observed sample statement:
An endpoint lease expires February 28, 2027.
Inference:
Leased devices return or are bought out near that date.
Question to verify:
Is the plan to return, buy out, or extend the leased endpoints?

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

Source: Calder sample board minutes (fictional)Class: Simulated primary (sample)Published: 2026-10-23 (15 days)Event window: 2027-02-28Event ID: cd-lease
Open sample evidence
Surface · Relevant executive change+5 pts counted
Observed sample statement:
New workplace technology leader named October 27, 2026.
Inference:
May review lifecycle processes. Not evidence of a purchase.
Question to verify:
Does the new leader own device lifecycle decisions?

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

Source: Calder sample newsroom (fictional)Class: Simulated primary (sample)Published: 2026-10-27 (11 days)Event window: 2026-10-27Event ID: cd-exec
Open sample evidence
Deep · Office closure / move / consolidation+15 pts counted
Observed sample statement:
An admin office closes in January 2027.
Inference:
Workplace devices may be retired or redeployed. This is an inference.
Question to verify:
What happens to devices at the closing office?

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

Source: Calder sample facilities notice (fictional)Class: Simulated primary (sample)Published: 2026-11-02 (5 days)Event window: 2027-01-01 to 2027-01-31Event ID: cd-move
Open sample evidence