Pipeline monitor

8 stages, admission to routing · pipeline version pl-2026.07.3

Admitted / day

14,820

Decided / day

10,598

Total queue depth

8,445

Avg error rate

1.2%

Highest error stage

Routing & quarantine

3.1%

Stage board

click a stage to inspect its dead-letter queue

1Admission control

✓Healthy

Magic-byte detection, malware scan, size and rate limits, SHA-256 and perceptual dedup

Throughput

14,820/d

p50 / p95

41 / 188 ms

Error rate

0.4%

Queue depth

212

2Format normalisation

✓Healthy

Native-text vs scanned discrimination, canonical PDF/A, per-page raster, DSC and PAdES validation

Throughput

14,744/d

p50 / p95

210 / 940 ms

Error rate

0.6%

Queue depth

388

3Image conditioning

!Saturated

Deskew, dewarp, perspective correction, denoise, binarisation, orientation, blank and separator removal

Throughput

11,204/d

p50 / p95

640 / 3,180 ms

Error rate

1.9%

Queue depth

4,912

4Bursting & case binding

✓Healthy

Multi-document splitting, boundary detection, case binding, completeness check

Throughput

10,918/d

p50 / p95

380 / 1,640 ms

Error rate

2.4%

Queue depth

602

5Privacy & protection

✓Healthy

PII detection, Aadhaar masking at ingest, redaction views, consent linkage, envelope encryption

Throughput

10,880/d

p50 / p95

122 / 410 ms

Error rate

0.2%

Queue depth

141

6Integrity & forensics

✕Degraded

Tamper and forgery signals, arithmetic closure, template mismatch, recompression analysis

Throughput

10,602/d

p50 / p95

880 / 4,210 ms

Error rate

0.9%

Queue depth

1,820

7Custody & versioning

✓Healthy

Append-only custody chain, WORM write, supersession lineage, retention clock start

Throughput

10,598/d

p50 / p95

88 / 244 ms

Error rate

0.1%

Queue depth

8Routing & quarantine

✓Healthy

Quality gates, quarantine with reason, dead-letter routing, re-capture requests

Throughput

10,598/d

p50 / p95

54 / 190 ms

Error rate

3.1%

Queue depth

304

Funnel

admission to decision

Received14,882

across 12 channels

Normalised14,744

138 rejected at admission

Classified14,401

343 unresolved, in triage

Extracted14,112

289 awaiting a provider slot

Reasoned13,804

308 cases incomplete

Decided12,988

816 awaiting human review

!Quarantined412

✕Failed47

Dead-letter queue

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Select a stage on the left to see its dead-letter entries and replay them.

Pipeline version history

current — pl-2026.07.3

pl-2026.07.3✓current

from 18 Jul 2026

Dewarp model upgraded for curved-page phone captures; Marathi script detection threshold lowered to 0.62.

pl-2026.07.1

from 02 Jul 2026

Perceptual dedup radius widened; separator-barcode decoder replaced.

pl-2026.06.4

from 14 Jun 2026

Aadhaar masking moved ahead of raster generation.

pl-2026.05.2

from 09 May 2026

Baseline for the FY27 programme measurement.