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Dispute prevention and case-state control

iClaims Intelligence

See which cases are drifting, what is blocked, what evidence is missing, and what should happen next before the file turns into an escalation problem.
0.1h freshness
536 open claims
86 OEM score
warning comment lane
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System & Reliability
Operations Center
Freshness, checkpoints, coverage confidence, and whether the evidence spine is safe to trust.
HomeEvidence Room
Operations center

System proof, ingest proof, and queue proof.

Keep sync health tied to actual operating risk: ingest freshness, missed-claim carryover, and whether the Dropbox comment lane is still feeding the evidence surfaces.
Sync boardComment blockersDiagnostics
Latest sync
#12318
Finished Sep 1, 2026, 4:15 PM.
Files seen
216
New 0 • updated 0.
Comment lane
82
9 dealer-blocked • 73 OEM-blocked
Failures
0
Current sync failure count on the latest run.

Library / Diagnostics

Receipts, cleanup detail, and lower-level analysis. Open it only when you need evidence or remediation detail.
Aging
Oldest claims and pressure map
 Communications
Comment blockers and heat
 Over / Under
Verified payment variance
 Dealers
Active view, exclusions, coverage
 Processors
Ownership, stuck load, activity
 OEM Performance
Scoring, drill-down, cleanup
 Sync
Freshness, overnight, checkpoint

Sync

Sync

Freshness, overnight checkpoints, and coverage confidence in one operating view.
Freshness
0.1h
Latest sync #12318 with 0 new files.
Latest run
216
Files seen • 0 failed • 0 updated.
Quiet streak
7
0.8h since the last materialized run.
Comment blockers
82
9 dealer-blocked • 73 OEM-blocked
Comment exceptions
179
Active unresolved tail • top dealer GRE 8220 with 65 comments.
Ready to close
256
Claims that already look commercially done while the feed stays flat.
Scan-only gaps
46
BARV600 leads the latest unresolved scan pocket.
Carryover anomalies
0
The last landed run cleared without anomaly carryover.
Reconcile pressure
1,656
30-day reconcile added 1,656 files • top dealer MYRV 12024.
Recent run trend
8
6 quiet runs over 0.7h in the recent activity window.
Extraction residue
67,215
Missing files 38,006 • empty placeholders 29,209.
Recovery updates
28,329
Metadata updates this cycle • manufacturer 28,239 • stage 90.
Latest landed wave
219
barv600 led with 133 file(s) • top stage claims-submitted • 219 revisited.
Landed anomaly pocket
0
No unresolved landed files in the latest sync.
Fresh anomaly rate
0%
No unresolved new files in the latest sync.
Post-clean relapse
0
No carryover residue reappeared after the last clean landed run.
Lead sample status
flagged
0dcf2d59-a2df-4647-b7d3-3349e974ed75.jpg still carries unresolved metadata gaps.
Workflow transition wave
0
No file-to-file workflow transitions detected in the latest sync.
Transition forks
0
No file-level stage forks detected in the latest sync.
Case split packs
0
No case-level split destination packs detected in the latest sync.
Transition loops
0
No file-level stage loops detected in the latest sync.
Recycle-routed transitions
0
No latest transition rows landed inside #recycle.
Approval reversals
0
No latest transition rows reversed from approved status.
Anomaly cluster load
21
Case 80864 carries 0% of fresh anomaly files.
Coverage gaps
1
Active dealers missing coverage rows after the latest reconcile.
Missed-claim leakage
16
TRI 1202 leads with 4 high-priority claims.
Trusted open-claim rate
99.1%
15 open claims are currently excluded from the trusted operating base.
Scan integrity board
Daily active-dealer full reconcile coverage, ghost-row cleanup, and whether the system is still seeing the dealers it is supposed to be policing.
Last full active reconcile
Sep 1, 2026, 4:15 PM
The latest filesystem sync is recent enough for normal operational triage.
Tombstoned this pass
0
Ghost live rows cleaned out during the latest active-dealer reconcile.
Active dealers covered
4/5
LIN 1025 missing coverage.
Live / missing rows
97,965 / 34,858
6,081 active-dealer claims tracked after reconciliation.
Recycle touch share
0.0%
0 recycle-path files versus 216 active-dealer files touched this pass.
BARV600
filtered-delta • seen 133 • live 48,582
Cases
3,379
Ghosts cleaned
0
Missing rows
5,556
Failures
0
GRE 8220
filtered-delta • seen 5 • live 17,503
Cases
1,229
Ghosts cleaned
0
Missing rows
9,286
Failures
0
LIN 1025
No fresh reconcile coverage recorded yet.
Cases
0
Ghosts cleaned
0
Missing rows
0
Failures
0
MYRV 12024
filtered-delta • seen 12 • live 10,355
Cases
545
Ghosts cleaned
0
Missing rows
10,963
Failures
0
TRI 1202
filtered-delta • seen 66 • live 21,525
Cases
928
Ghosts cleaned
0
Missing rows
9,053
Failures
0
Integrity alerts
Coverage gap
These active dealers are missing fresh reconcile coverage: LIN 1025.
No drift cleanup needed
The latest active reconcile did not need to tombstone any stale rows.
No recycle spillover
No recycle-path files were touched in the latest reconcile slice.
Reconcile run quality
Run #12,318 finished Sep 1, 2026, 4:15 PM with 216 files seen and 0 run-level failures.
Overnight ingestion
216
Latest scan finished Sep 1, 2026, 4:15 PM with 0 new files, 0 updated, and 0 failed.
Checkpoint corpus
#12251
Files tracked 332,771 • extracted text 237,276.
Sync health
ATTN
Reason: oauth_nfs_drift_oauth_path_missing.
NAS mirror
HEALTHY
Latest active NAS file age 1.4h; limit 72h.
Dropbox comments
82
9 dealer-blocked • 73 OEM-blocked
Recommended actions
Keep the command read tight: what should be acted on next from the overnight pass.
Next action
Keep the 30-minute mounted Dropbox ingest loop running; the latest three runs finished cleanly.
Next action
Prepare the latest claim-gap OCR batch first: 1 live claim groups and 1 documents are now packed for workspace prep.
Next action
Hold comment-derived portal truth to verified rows only; 582 linkage exceptions still need cleanup before full trust.
Missed-claim leakage queue
Cases where payment, duplicate, movement, or status evidence suggests the visible queue state still needs correction.
77155
BARV600 • stage oem-compliance-ro • Paid closeout reconciliation
Owner: processor-closeout • reasons paid_signal_but_claim_open
Next: reconcile_paid_signal • confirm_claim_should_be_closed
Open claim
10958
GRE 8220 • stage oem-compliance-ro • Paid closeout reconciliation
Owner: processor-closeout • reasons paid_signal_but_claim_open
Next: reconcile_paid_signal • confirm_claim_should_be_closed
Open claim
12343
GRE 8220 • stage preauth-approved • Paid closeout reconciliation
Owner: processor-closeout • reasons paid_signal_but_claim_open
Next: reconcile_paid_signal • confirm_claim_should_be_closed
Open claim
72295
MYRV 12024 • stage claims_in_process • Duplicate packet split
Owner: dedupe-remediation • reasons exact_packet_duplicate_split
Next: verify_duplicate_packet_move • collapse_duplicate_folder_truth
Open claim
72858
MYRV 12024 • stage claims_in_process • Duplicate packet split
Owner: dedupe-remediation • reasons exact_packet_duplicate_split
Next: verify_duplicate_packet_move • collapse_duplicate_folder_truth
Open claim
25324
TRI 1202 • stage warranty-checks • Terminal vs open timeline conflict
Owner: queue-audit • reasons movement_conflict_review, terminal_status_conflict
Next: confirm_latest_stage • confirm_terminal_vs_open_folder_truth • review_claim_timeline • review_movement_conflict
Open claim
Quiet-window action ladder
A ranked operating stack for flat sync windows so the team can work the best queue first instead of bouncing between dashboards.
1. Close finished work
256 claims already look ready to close.
This is still the cleanest quiet-window release valve before the next landed wave.
2. Chase live blockers
9 dealer-blocked • 73 OEM-blocked claims.
Use the comment lane while the sync loop is flat instead of waiting for new intake to arrive.
3. Clear landed anomaly carryover
0 files remain from the last materialized run, led by UNKNOWN.
This keeps flat heartbeat runs from hiding the real last-wave cleanup queue.
4. Reduce comment-integrity tail
179 active unresolved comment exceptions • dominant family ambiguous_same_basename.
Best next cleanup target after closeout and blocker work: basename ambiguity and hard no-candidate residue.
5. Work missed-claim leakage queue
16 candidate claims where payment, movement, duplicate, or status evidence says the visible queue may be lying.
Lead dealer TRI 1202 • lead reason paid_signal_but_claim_open.
Quiet-window triage
When the ingest loop is healthy but flat, this is the highest-yield work to pull forward before the next materialized landing.
Plateau watch
7 non-materializing runs over 0.8 hours since run 12,311.
The overnight loop is healthy, but it is currently a maintenance window instead of a growth wave.
Fast release lane
256 claims already look ready to close.
Use the flat streak to clear commercially finished work before the next materialized burst lands.
Dealer follow-up lane
9 dealer-blocked claims • top dealer TRI 1202 with 1 dealer-blocked and follow-up burden 52.
Best use of a quiet sync window: chase dealer docs, photos, and replies where the thread load is already hottest.
OEM response lane
73 OEM-blocked claims • top named OEM Forest River with 22 waiting claims.
This is the cleanest factory-pressure queue to work while new file intake is quiet.
Scan-only cleanup lane
46 unresolved scanned files are still riding inside the latest delta slice • top pocket BARV600 with 22 files.
No recycle-path overlap showed up in the current unresolved sample. and 0 sampled files still have no case ID attached.
Missing-OEM backlog lane
Largest active pocket: BARV600 / Claims Paid AO with 16,665 files across 1,392 claims.
If operators stay ahead of closure and blocker work, this remains the next normalization target.
Last landed anomaly carryover
The latest delta scans are flat, but the last materialized landing still left a small real queue worth clearing before the next burst.
Carryover scope
Run 12,311 left 0 anomaly files across 0 claim groups.
Top lane: none • top dealer UNKNOWN.
Highest-yield claim pocket
UNKNOWN • claim unknown • 0 files.
No extra OEM context logged.
Segment to normalize
unknown segment still accounts for 0 files in the carryover queue.
This gives the next parser/remediation pass a concrete target instead of treating the flat delta slices as an all-clear.
No carryover queue logged
The last materialized manufacturer-gap queue is empty.
Comment integrity exception lane
Verified comment truth is still good overall, but the unresolved tail is concentrated enough to deserve its own cleanup lane during flat ingest windows.
Integrity status
582 exception comments out of 81,453 total (99.20% verified).
Active-dealer tail: 179 unresolved comments across the live dealer lane.
Dominant active dealer pocket
GRE 8220 holds 65 active unresolved comments.
Bucket split: 70 ambiguous basename rows • 436 hard no-candidate rows.
Residual ambiguity family
ambiguous_same_basename accounts for 25 residual rows.
Top repeated claim/token: 77889 (8) • Forest River (6)
Most concentrated thread
LIN 1025 • claim 35983 CB • 31 comments.
Dominant bucket: missing file no candidate.
GRE 8220
Active unresolved comments: 65
TRI 1202
Active unresolved comments: 58
BARV600
Active unresolved comments: 28
MYRV 12024
Active unresolved comments: 16
Recent sync activity spine
A compact run-by-run spine so flat heartbeat behavior is visible at a glance instead of inferred from a single latest-run card.
Window summary
8 runs considered • 44 files new • 0 failed.
Latest-window quiet streak: 6 runs over 0.7h.
Run 12,317
seen 296 • new 0 • updated 0 • failed 0
materialized 296 • anomalies 84 • transitions 0
Run 12,316
seen 219 • new 0 • updated 0 • failed 0
historical row-level membership is not retained once later syncs re-touch the same files
Run 12,315
seen 302 • new 0 • updated 0 • failed 0
historical row-level membership is not retained once later syncs re-touch the same files
Run 12,314
seen 231 • new 0 • updated 0 • failed 0
historical row-level membership is not retained once later syncs re-touch the same files
Run 12,313
seen 302 • new 0 • updated 0 • failed 0
historical row-level membership is not retained once later syncs re-touch the same files
Run 12,312
seen 231 • new 0 • updated 0 • failed 0
historical row-level membership is not retained once later syncs re-touch the same files
Latest landed wave
This isolates what the newest materialized sync actually added, so operators can see whether new arrivals were cleanly classified or likely to create downstream cleanup pressure.
Run payload
Run 12,316 materialized 219 row(s).
Seen 219 • new 0 • updated 0.
Fresh vs revisited
Newly landed 0 • revisited 219.
0% of touched files were net-new in this sync.
Classification quality
Manufacturer missing 28 • case missing 0.
Null-case OEM rows touched: 0.
Fresh anomaly pocket
No newly landed files are unresolved in the latest wave.
No dealer-level landed anomaly pocket recorded..
Fresh anomaly penetration
No newly landed files are unresolved in this wave.
No fresh anomaly penetration recorded.
Lead sample status
0dcf2d59-a2df-4647-b7d3-3349e974ed75.jpg still shows unresolved metadata gaps.
No lead sample metadata available.
Workflow transition wave
No file-level workflow transitions were detected between the latest two syncs.
No dominant transition lane recorded.
Transition forks
No file-level transition forks were detected in the latest sync.
No forked destination set recorded.
Case split packs
No case-level split destination packs were detected in the latest sync.
No split case pack lead recorded.
Transition loops
No file-level transition loops were detected in the latest sync.
No looped stage set recorded.
Recycle-routed transitions
No latest transition rows landed under #recycle.
No recycle-routed transition lead recorded.
Approval reversals
No approved-to-earlier-stage reversals were detected in the latest sync.
No approval reversal lead recorded.
Dominant anomaly cluster
Case 80864 in barv600 / claims-submitted carries 21 fresh anomaly file(s).
0% of the latest anomaly pocket is concentrated in one case group.
Revisited anomaly residue
8 unresolved revisited file(s) remain in the latest delta window.
barv600 leads with 22 file(s) • sample 90M24147A.pdf / claims-in-process / no-oem / 90M24147A.
Post-clean relapse
No unresolved carryover reopened after the latest clean landed run.
No reopened residue pocket recorded.
Residue persistence
Unresolved residue has persisted through 7 consecutive flat run(s).
Current quiet window: 0.7h since the last materialized run.
Residue origin
Sample split: recycle-path 0 • active-path 8.
Lead residue sample was first seen Sep 1, 2026, 2:10 PM.
Dealer/stage concentration
barv600 accounted for 133 landed file(s).
Top stage claims-submitted with 132 file(s).
Landing spread breadth
4 dealer(s) participated in the latest landed wave.
barv600 represented 61% of landed rows.
Dominant intake lane
fully-classified-claim carried 191 file(s).
No landed sample available.
Normalization recovery lane
When new intake is flat, this shows whether manufacturer and workflow-stage recovery passes are still buying real cleanup or just surfacing withheld conflicts.
Net recovery movement
28,329 metadata updates this cycle.
Manufacturer 28,239 • workflow stage 90.
Manufacturer from text
Updated 0 files across 0 eligible cases.
Conflicted cases withheld: 0.
Manufacturer from case consensus
Updated 0 files across 0 eligible cases.
This is the lowest-risk OEM recovery path when same-claim consensus is clean.
OEM recovery source mix
Text-backed 0 (0%) • case-consensus 0 (0%).
This shows whether the latest cleanup wave came from document evidence or packet-level consensus reuse.
Workflow stage recovery
Path hints updated 0 files • case consensus updated 0.
Eligible consensus cases: 0.
Reconcile and duplicate pressure
The sync loop is flat, but the background audit lanes still show where hidden intake growth and duplicate drag are accumulating.
30-day reconcile wave
Run 131 saw 12,598 files and materialized 1,656 new rows.
187 of those new files already have extracted text.
Leading reconcile dealer
MYRV 12024 contributed 730 files.
Top stages: Info Needed (259) • Approved / Unpaid (166) • Approved / Unpaid (125)
30-day duplicate drag
548 exact duplicate groups • 98 packet-duplicate pairs.
Claims with multiple folders: 59.
60-day deep audit residue
132 newly materialized files • 103 from recycle paths.
13 deduped claims • 17 packet-duplicate pairs.
Extraction residue lane
The OCR/text queue is clear, but source-level residue still matters because missing files and placeholders can distort downstream trust.
Active extraction backlog
Pending clean docs 0 • active extraction failures 0.
Current lane status: attention-needed.
Missing-file residue
38,006 files are tracked as missing from source.
These rows remain valuable operationally, but they should not be mistaken for currently retrievable evidence.
Placeholder residue
29,209 empty placeholder files are still indexed.
This usually points to shell files, broken exports, or path stubs that need source cleanup rather than OCR work.
Text coverage on landed docs
Latest materialized extraction: 0 of 1 eligible docs extracted.
That keeps the current risk centered on source residue rather than active text-extraction lag.
Comment recovery queue pressure
The integrity lane is not just a headline count — this shows whether the unresolved tail is repairable, ambiguous, or effectively a hard historical miss.
Repairable same-basename rows
0 rows still have a unique same-dealer basename candidate.
This is the cleanest auto-repair bucket when it is non-zero.
Ambiguous basename rows
70 rows still collide across multiple same-dealer candidates.
Leading ambiguity family: ambiguous_same_basename • 25 rows.
Hard no-candidate residue
436 rows currently have no candidate file to relink.
Top hard-miss dealer: TRI 1202 • 49 rows.
Unknown-case residue
0 rows are missing both case and file; 5 more are missing case only.
These stay outside trusted portal truth until identity can be rebuilt from path evidence.
Missing-OEM concentration
Largest active dealer pockets still carrying missing manufacturer normalization after the overnight passes.
BARV600
Active missing-OEM files: 24,648
TRI 1202
Active missing-OEM files: 1,987
GRE 8220
Active missing-OEM files: 1,931
MYRV 12024
Active missing-OEM files: 794
LIN 1025
Active missing-OEM files: 165
Stage mix snapshot
Top visible workflow buckets after the latest overnight sync.
claims-paid
Visible claims: 4,437
warranty-checks
Visible claims: 1,179
parts-inquiry
Visible claims: 421
unknown
Visible claims: 220
preauth-approved
Visible claims: 180
claims-in-process
Visible claims: 152
write-off
Visible claims: 96
preauth-pending
Visible claims: 87
Landing diagnostics
Latest landed file
none • unknown / Unknown
Indexed mix
PDFs 46,342 • images 283,130 • total files 333,128
Checkpoint gaps
Active missing OEMs 27,248 • missing stages 131
Latest scan-only pocket
BARV600 carries 22 unresolved scanned files in the latest slice.
90M24147A.pdf • OEM Review
Fresh unresolved cluster: BARV600 case 80864 carries 4 unresolved landed files • Submitted.
Pending extraction catch-up
MYRV 12024 leads the latest pending pocket with 1 docs; 0 of 1 eligible docs are already extracted.
73928-1.pdf • Approved / Unpaid • Open Range • case 73928-1
Case-cluster leaderboard: case 73928-1 1 docs
Overlap with unresolved landed files: MYRV 12024 leads at 1 pending / 1 unresolved • MYRV 12024 1p/1u
Recycle spillover
No recycle-path files were touched in the latest coverage slice.
Tracked recycle inventory still totals 0 live files across 0 cases.
Overlap leaderboard: BARV600 0.0% (0r/133a) • TRI 1202 0.0% (0r/66a) • MYRV 12024 0.0% (0r/12a)
Volume leaderboard: BARV600 0r/133t • TRI 1202 0r/66t • MYRV 12024 0r/12t
Scan integrity board
Mobile audit view for the daily active-dealer reconcile and ghost-row cleanup.
Last full active reconcile
Sep 1, 2026, 4:15 PM
The latest filesystem sync is recent enough for normal operational triage.
Tombstoned this pass
0
Ghost live rows cleaned out during the latest active-dealer reconcile.
Active dealers covered
4/5
LIN 1025 missing coverage.
Live / missing rows
97,965 / 34,858
6,081 active-dealer claims tracked after reconciliation.
Recycle touch share
0.0%
0 recycle-path files versus 216 active-dealer files touched this pass.
Coverage gap
These active dealers are missing fresh reconcile coverage: LIN 1025.
No drift cleanup needed
The latest active reconcile did not need to tombstone any stale rows.
No recycle spillover
No recycle-path files were touched in the latest reconcile slice.
Reconcile run quality
Run #12,318 finished Sep 1, 2026, 4:15 PM with 216 files seen and 0 run-level failures.
BARV600
filtered-delta • seen 133 • live 48,582
Cases
3,379
Ghosts cleaned
0
Missing rows
5,556
Failures
0
GRE 8220
filtered-delta • seen 5 • live 17,503
Cases
1,229
Ghosts cleaned
0
Missing rows
9,286
Failures
0
LIN 1025
No fresh reconcile coverage recorded yet.
Cases
0
Ghosts cleaned
0
Missing rows
0
Failures
0
MYRV 12024
filtered-delta • seen 12 • live 10,355
Cases
545
Ghosts cleaned
0
Missing rows
10,963
Failures
0
TRI 1202
filtered-delta • seen 66 • live 21,525
Cases
928
Ghosts cleaned
0
Missing rows
9,053
Failures
0
Overnight ingestion
Latest scan finished Sep 1, 2026, 4:15 PM.
Files seen: 216 • new: 0 • updated: 0 • failed: 0
Indexed mix: PDFs 46,342 • images 283,130 • total files 333,128
Overnight checkpoint
Latest checkpoint sync: #12251 • files tracked: 332,771 • extracted text: 237,276
Active missing OEMs: 27,248 • missing stages: 131
Dropbox comments: warning • 582 comment linkage exceptions remain; only 80801 comments are fully verified (99.2% strict verification rate)
Sync health
Overall status: attention-needed • oauth_nfs_drift_oauth_path_missing
Flat streak: 7 run(s) • average duration 1.68 min
Quiet streak: 7 run(s) over 0.8h since the last materialized run.
NAS mirror: healthy • latest active file age 1.4h • Integrity Management Advisors Mail - PA 975595.pdf
Latest landed file: none • unknown / Unknown
Quiet-window triage
Ready to close: 256 • dealer-blocked: 9 • OEM-blocked: 73
Top dealer follow-up pocket: TRI 1202 • top named OEM wait pocket: Forest River
Scan-only cleanup
46 unresolved scanned files in the latest slice • top pocket BARV600.
No recycle-path overlap in the current sample.
Fresh unresolved cluster: BARV600 case 80864 • 4 files.
Pending extraction catch-up
1 pending docs remain from the latest landed wave • top pocket MYRV 12024.
73928-1.pdf • case 73928-1
Case-cluster leaderboard: case 73928-1 1 docs
Pending/unresolved overlap: MYRV 12024 leads at 1p/1u • MYRV 12024 1p/1u
Recycle spillover
No recycle-path files were touched in the latest coverage slice.
Tracked recycle inventory still totals 0 live files.
Overlap leaderboard: BARV600 0.0% (0r/133a) • TRI 1202 0.0% (0r/66a) • MYRV 12024 0.0% (0r/12a)
Volume leaderboard: BARV600 0r/133t • TRI 1202 0r/66t • MYRV 12024 0r/12t
Next action
Keep the 30-minute mounted Dropbox ingest loop running; the latest three runs finished cleanly.
Next action
Prepare the latest claim-gap OCR batch first: 1 live claim groups and 1 documents are now packed for workspace prep.
Next action
Hold comment-derived portal truth to verified rows only; 582 linkage exceptions still need cleanup before full trust.
Overnight missing-OEM concentration
Largest active dealer pockets still carrying missing manufacturer normalization after the overnight passes.
BARV600
Active missing-OEM files: 24,648
TRI 1202
Active missing-OEM files: 1,987
GRE 8220
Active missing-OEM files: 1,931
MYRV 12024
Active missing-OEM files: 794
LIN 1025
Active missing-OEM files: 165
Stage mix snapshot
Top visible workflow buckets after the latest overnight sync.
claims-paid
Visible claims: 4,437
warranty-checks
Visible claims: 1,179
parts-inquiry
Visible claims: 421
unknown
Visible claims: 220
preauth-approved
Visible claims: 180
claims-in-process
Visible claims: 152
write-off
Visible claims: 96
preauth-pending
Visible claims: 87
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