Solution
For strategy, research and competitive-intelligence teams: filings, news and company updates in one tagged, deduplicated view, with every insight traced to its source.
The problem
Analysts read the same feeds daily and paste findings into decks — and still miss the filing that mattered, because it sat on a source nobody was assigned to watch.
The same announcement arrives from every wire and reprint, so volume charts count repetition instead of events.
A trend line reaches a board deck and nobody in the room can say which documents sit behind it.
The product, not a promise
How it works
Watches filings, news feeds, regulatory sources and target web pages continuously — one or two link levels deep.
Tags each record by sector, company and event type — launch, acquisition, media mention — as it lands.
Collapses the same story across sources and handles layout variations, typos and missing fields.
Builds event summaries and trend views, each supported by the underlying source evidence.
Surfaces shifts in activity or disclosure volume on tracked themes to the teams that act on them.
Who it's for
Research analyst
Head of strategy
Research ops & compliance
Market monitoring done by hand does not scale past a handful of sources. Analysts skim the same feeds every morning, paste findings into decks, and still miss the filing that mattered — because the signal was on page four of a source nobody was assigned to watch. Web crawlers fetch pages, but they cannot target the relevant blocks, handle layout variation and duplicates, or tell a product launch from a press-release reprint.
The dashboard centralizes updates from filings, news feeds, regulatory sources and the open web into a single working view. Each record is tagged on arrival by sector, company and event type — new launch, acquisition, media mention — so filtering is precise. Deduplication collapses the same story appearing across ten outlets into one record with ten sources. Analysts review sentiment, track entities and keywords, and watch trend lines built from classified events rather than raw article counts, with automated tracking flagging shifts in activity or disclosure volume across themes.
The same platform serves whichever team needs the signal: media coverage for PR, competitor deal wins for sales, sector disclosure patterns for strategy and research.
An unsourced insight is a rumor with a chart. Every data point on the dashboard — every event, every summary line, every trend — links back to the original document it came from, creating an auditable trail from conclusion to evidence. When a number reaches a board deck or an investment memo, the source page is one click behind it.
That provenance discipline is the same one Botminds applies to lending and credit work, applied here to the open market: document-to-decision, with the documents attached.
Objections, answered
Every event beneath it links to the source document it came from, so you drill from the chart to the filings and articles in a click. Ambiguous classifications are held for analyst review instead of being counted silently.
Yes. You point it at the filings feeds, regulatory sources and target web pages you care about — one or two link levels deep — and tagging applies your sector and event taxonomy, so the dashboard speaks your team's language.
Crawlers fetch pages. The dashboard classifies each record, collapses duplicates across outlets, and distinguishes a product launch from a press-release reprint — so what you review is events, with evidence, rather than links.
Connect your sources and tagging applies from the first document that lands. The view builds continuously from that point; there is no historical migration required to start, and tracked-theme alerts go live with the feed.
Watch a morning's filings and news land, get tagged and deduplicated, and roll up into a trend view with the sources attached.
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