RavenOperational Decision Runtime
Synthetic report demo
RVN-ISP-DEMO-OIR-20260630T0800Z-0001
Operational Intelligence Review
A pre-pilot offline report that shows what Raven finds in one month of historical ISP data before live access is granted.
Executive Snapshot
Does this data justify a Raven pilot?
The synthetic review indicates that decision delay is measurable, recurring and financially relevant enough to justify a controlled pilot.
31 daysreviewed historical window
2,184,920synthetic approved observations
71candidate decision windows
Synthetic demonstration values. No customer data is used. Real reviews use the customer's approved exports, source register and limitations.
Scope Of Study
What was examined
| Data area | Synthetic volume | What Raven checks | Limitation |
|---|---|---|---|
| Jitter and latency exports | 812,400 rows | Weak degradation before customer-visible alert | No packet capture, no proprietary method details disclosed |
| DNS resolution telemetry | 604,210 rows | Resolution delay clusters and recurrence | Resolver scope must be confirmed by customer |
| Ticket timestamps | 1,184 tickets | Gap between first weak signal and human action | Ticket quality influences confidence |
| Service map excerpt | 126 service objects | Which assets, services or customer classes could be affected | Impact model needs customer approval |
Incident Type Summary
What kind of problems appeared
| Incident family | Observed candidates | Signals before escalation | Median lead time | Raven value |
|---|---|---|---|---|
| Access degradation | 28 | Jitter, packet loss trend, repeated local complaints | 34 min | Earlier field-team decision |
| DNS degradation | 19 | Resolution time spread, regional recurrence | 21 min | Separate resolver issue from access issue |
| Backhaul pressure | 14 | Latency corridor, vendor path instability | 47 min | Escalation before customer-visible saturation |
| Customer-impact cluster | 10 | Ticket burst after weak technical signal | 18 min | Quantify where late decision creates avoidable cost |
Lead Time And Noise
What makes the report valuable
31 minmedian candidate lead time
64 minp95 candidate lead time
96.1%noise-to-review reduction, synthetic
Before alertRaven looks for evidence that may exist before a standard alert becomes operationally obvious.
Not a claimThis does not prove all incidents can be found early. It shows which candidate windows deserve pilot validation.
Why manager caresA manager can decide before the field team is already late, stressed and defending a decision after damage is visible.
Financial Model
Where the customer can see value
| Model item | Synthetic value | Meaning | Required for real report |
|---|---|---|---|
| Cost of waiting | EUR 120/min | Approved business cost of delayed action | Customer finance approval |
| Longest candidate window | 49 min | Potentially avoidable decision delay | Source-confirmed timestamps |
| Single-window exposure | EUR 5,880 MODEL | 49 min x EUR 120/min | Customer-approved model |
| Monthly exposure candidates | EUR 31,400 MODEL | Selected high-confidence candidate windows | Business impact validation |
MODEL/ESTIMATE values are not promises. They show where Raven would calculate customer-specific value once the customer supplies financial assumptions.
Package Fit
Which Raven depth the review points to
SilverEnough if the customer needs decision packets and basic evidence boundaries.
GoldRecommended for this synthetic case because cost, technician timing and scenario comparison are central.
PlatinumRecommended if B2B penalties, audit defense or management accountability matter.
The review does not force package purchase. It tells management what package depth is justified by evidence, not by marketing pressure.
Simulation Trace
What different decisions could have changed
| Decision path | Operational result | Estimated cost | Decision defense |
|---|---|---|---|
| Dispatch at first defensible window | Team arrives before visible escalation | EUR 1,250 intervention + lower exposure | Strong if evidence boundary is documented |
| Wait for stronger alert | Lower false-dispatch risk, but customer impact may grow | EUR 5,880 waiting exposure MODEL | Weak unless unknowns justify delay |
| Vendor escalation first | Slower path, useful if field team unavailable | EUR 3,480 coordination exposure MODEL | Moderate if approval chain is visible |
This is not Decision Path Optimization. It is single-review simulation to show how a pilot could validate whether earlier decisions reduce exposure.
Decision Boundary
What this review does not prove yet
Not provenUniversal incident prevention or customer-validated financial outcome without pilot evidence.
Not provenThat every candidate window is a true future incident without live pilot validation.
Not includedLive collector behavior, technician app confirmation and full customer financial model.
Human authorityAny pilot decision remains customer-controlled and human-approved.
Recommended Next Action
What happens after this report
The customer should run a read-only pilot if management wants proof on real data: live candidate windows, technician response timing, manager decision burden and measurable cost-of-waiting.