MECHANISM

How the pipeline works

Six stages. Raw feedback in, structured spec out.

STAGE · WHAT IT DOES · RULES6 stages

01INGEST

Jira, Slack, GitHub, CSV. Paste or connect a source.Source and timestamp preserved on every item.

02CLASSIFY

Each item is tagged by type, sentiment, urgency, and product area.

03CLUSTER

Related feedback is grouped by the underlying issue, not by keyword.~200 tickets collapse to ~8 patterns.

04RANK

Patterns are ordered by frequency, recency, and urgency.Weighted score: 40% frequency, 35% recency, 25% urgency.

05STRUCTURE

Each pattern becomes a spec with fixed fields: problem, user impact, requirements, acceptance criteria, effort estimate.

06TRACE

Every line in a spec links back to the exact source message behind it.

ON METHOD

Obsidius does not summarize. It resolves, mapping scattered feedback onto fixed spec fields with every claim traceable to its source.

Watch it run on the homepage, or connect a source of your own.