Ingest queue

From a Kenya Law judgment to a published, versioned brief.

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Pipeline

Median run 6 m 12 s

From a Kenya Law judgment to a published, versioned brief. Six steps, one job, and a human decision before anything goes live.

1 · Fetch

Pull the judgment from Kenya Law and archive it byte for byte with its checksum and retrieval time.

2 · Parse

Split the judgment into paragraphs, lift the court, coram, citation and orders, and keep stable paragraph anchors.

3 · Analyse

Draft the brief: bottom line, the questions framed, the ratio, the orders and a plain-language summary.

4 · Verify

Check every quotation against the judgment text, resolve each pinpoint, and flag what the model could not ground.

5 · Index

Add both the brief and the raw judgment to search, the citator, judge profiles and topics.

6 · Publish

Publish the brief as a new version, with the judgment source attached and the diff recorded against the last one.

Start an ingest

Batch of 40 URLs allowed

The job stops at verification and waits for you. Nothing is published without a moderator approving the brief.

Recent jobs

6 of 1,284 jobs · failures retried automatically twice
JobSourceCourtModelProgressStatusStarted
job-2251kesc/2026/9 akinyi-v-ogwariKESCrh-brief-4.1
6 of 6
Published2 Sep, 14:01
job-2250kehc/2025/7 eymoi-v-republicKEHCrh-brief-4.1
6 of 6
Indexed2 Sep, 08:10
job-2249keca/1972/42 okeno-v-republicKECArh-brief-4.0
OCR running
Scanned — OCR2 Sep, 15:40
job-2248kesc/2012/2 gender-representationKESCrh-brief-4.1
4 of 6
QA failed1 Sep, 16:18
job-2247keelrc/2021/1043 kucfaw-v-bideoKEELRCrh-brief-4.1
6 of 6
Published22 Aug, 11:02
job-2246kesc/2014/14 royal-mediaKESCrh-brief-4.0
5 of 6
Awaiting review28 Aug, 09:36

When a job fails

1 failed · 1 running

A failed job keeps its judgment source and its partial analysis, so a retry never re-fetches from Kenya Law and never loses the archived text. Scanned judgments are OCR'd, flagged with their confidence and held for a human, because a mis-read paragraph number becomes a wrong pinpoint.