Solution

Multi-Source Research Intake & Monitoring

For research, credit and risk teams at asset managers, banks and rating groups: every filing, transcript, deck and release in one deduplicated research layer, current as of this morning.

Annual & quarterly filingsEarnings transcriptsInvestor presentationsPress releasesBroker research
Continuous ingestion across every connected sourceDuplicates collapsed before an analyst sees themEvery claim traced to its source document

The problem

Why this exists

Mornings

Collection before analysis

The filing is on EDGAR, the transcript with a vendor, the deck on the IR page. Analysts spend the first hours gathering, renaming and skimming.

3 copies

Same document, three channels

One release arrives from a feed, a forwarded email and a site crawl. Which version is canonical depends on who filed it where.

Days late

Coverage by memory

Whether a publication gets seen depends on which analyst checked which source. Discovery day lags publication day.

The product, not a promise

A research layer you can interrogate

Multi-Source Research Intake & Monitoring — workspace
10-K annual filingIngested · tagged FY24cited
Q3 earnings transcriptDeduplicated · 2 sourcescited
Investor day presentationStructured · indexedcited
Press release — guidance updateFlagged to coverage teamcited
Undated management deck — period ambiguous, queued for tagging reviewverify
HUMAN-APPROVED BEFORE IT POSTS

How it works

File in. Answer out.

  1. 1

    Connect

    Points the platform at your sources — filings feeds, transcript providers, company sites, internal drives.

  2. 2

    Ingest

    Pulls new filings, transcripts, presentations and releases continuously as they publish.

  3. 3

    Normalize

    Extracts structure from each format and deduplicates the same content arriving from multiple sources.

  4. 4

    Tag

    Indexes every document by company, sector, period and event type for precise retrieval.

  5. 5

    Monitor

    Flags new arrivals and changes on tracked entities so analysts act on publication day, not discovery day.

Who it's for

Built for the people who own the outcome

Research analyst

Start the day at the analysis.

  • Everything the team holds on an entity, one query away
  • New arrivals on tracked names flagged on publication day
  • Provenance travels with every number you lift into a memo

Head of research

Coverage stops depending on who checked what.

  • One layer across filings, transcripts, decks and releases
  • Deduplication across vendors, feeds and forwarded copies
  • Gaps in coverage visible instead of discovered

Compliance & IT

Citations that survive review.

  • Every document keeps its source, date and origin
  • Claims trace to the filing page or transcript passage
  • Connected sources, access and ingestion all logged
Asset managersEquity researchCredit fundsInvestment banksRating & risk teamsFamily offices
Continuousingestion across every source
One layerfor the whole research stack
100%claims traced to source
Cross-formatPDFs, decks, web and audio-derived text

Research teams lose their edge to logistics. The filing is on EDGAR, the transcript is with a vendor, the deck is on the company’s IR page, last quarter’s notes are in someone’s drive — and before any analysis happens, an analyst spends the morning collecting, renaming and skimming. Coverage depends on who checked which source, and the answer to “have we seen this before?” depends on memory.

One research layer, always current

The platform turns collection into infrastructure. It continuously ingests filings, earnings transcripts, investor presentations, press releases and other research sources as they publish, extracts structure from each format, and deduplicates content that arrives through more than one channel. Every document is tagged by company, sector, period and event type, so retrieval is a single query: everything the team holds on an entity, in one place, current as of this morning.

Monitoring closes the loop. New arrivals and changes on tracked entities are flagged as they land, so coverage stops depending on which analyst checked which source — the layer watches everything the team has connected, every day.

Research you can stand behind

An investment view is only as strong as its weakest citation. Because every document in the layer keeps its source, date and origin, any claim built on it traces back to the filing page or transcript passage it came from. When a number moves from the research layer into a memo or a model, its provenance moves with it — and an internal review or a compliance check follows the citation instead of reconstructing the trail.

For credit, risk and research teams alike, the effect is the same: analysts start the day at the analysis, because the intake already happened.

Objections, answered

What teams ask us first

How do I trust what comes out of the layer?

Every document keeps its source, date and origin, and every claim built on it traces back to the filing page or transcript passage it came from. Verification is a click to the source, and ambiguous items — an undated deck, an unclear period — are queued for human tagging review rather than filed by guesswork.

We already have vendor feeds and internal drives. Does this replace them?

It connects to them. Feeds, transcript providers, company sites and internal drives stay as they are; the layer ingests from all of them, normalizes each format and deduplicates content that arrives through more than one channel.

How is licensed and internal content controlled?

Documents stay inside your access controls — retrieval is role-based, and the platform logs what was ingested, from which source, and who accessed it. Provenance is stored per document, so entitlement questions are answerable from the record.

How long to stand up?

Connecting sources is configuration, and there is no data-migration project. Teams typically start with their tracked coverage list and a handful of sources, then widen the source set once the layer proves itself.

Bring your coverage list.

Watch a morning's collection — filings, transcripts, decks — land deduplicated, tagged and cited in one layer, live.

Request a demo