How is this different from a Google search or Bloomberg search?

A manual search returns a list of links. Daily Brew returns a resolved, correlated, and structured brief. The entity resolution layer means you get coverage from name variants you didn't explicitly search for. The SEC correlation layer means regulatory events appear in context alongside editorial and social coverage. And the brief generation layer means the output is a decision-ready document, not raw material that still needs to be assembled.

Can briefs be shared or reused across a team?

Yes. Generated briefs can be previewed, shared, and stored in the Daily Brew library. Templates can also be standardized across a team so every analyst produces the same format, making review and handoff faster.

Entity Briefs & Company Deep Dives

Entity Brief Builder

Resolve, correlate, then generate

Before a single word of the brief is written, Daily Brew does the work that manual research skips: resolving who the entity actually is across all the different ways they're referred to. A search for a company name surfaces not just articles that use the official name, but coverage that references the CEO by handle, the stock by ticker, the subsidiary by its own brand name. These variants are normalized to one identity before source curation begins.

Once the entity is resolved, the workflow surfaces correlated SEC filing activity — 13F positions, Form 4 insider transactions, 8-K events — alongside the news and social media coverage, giving you a timeline that connects regulatory disclosures to the editorial and market reactions that surrounded them. Filter by date range and source type, layer in your own internal PDFs and URLs for additional context, then generate a structured brief from the full resolved and correlated source pool.

Daily Brew Entity Brief Builder – entity search, source selection, and date filtering view

Entity search and source curation — filter by date and source before generating

Daily Brew Entity Brief Builder – internal document upload and URL ingestion alongside public sources

Add internal documents and URLs alongside public coverage for richer context

Problem

The entity research problem is an identity problem

Most research tools treat entity research as a search problem. You type a name and get results. But the entity you're researching doesn't appear under one name — it appears as a ticker, a legal entity name, a trade name, a CEO's Twitter handle, a subsidiary brand, and a dozen informal references across different platforms and publications.

A search that only catches one variant produces an incomplete brief. You miss the Reddit thread where the CFO's departure was first speculated. You miss the social media spike that preceded the Form 4 filing by three days. You miss the news story that used the subsidiary name rather than the parent. The result looks complete but isn't.

How Daily Brew helps

Resolve first, then research

Daily Brew's entity resolution layer is what makes the brief trustworthy. Before content is surfaced, the system normalizes name variants, aliases, ticker symbols, social handles, and informal references to a single canonical entity. Coverage from all resolved variants is pooled together — so the source material the brief is built from is genuinely comprehensive, not just whatever the obvious search term returned.

SEC filing activity is then correlated against that resolved entity pool — placing 13F changes, insider transactions, and 8-K events on the same timeline as news and social coverage. The result isn't just a summary of articles. It's a structured picture of what happened, what was filed, and how the market and media responded.

Why this use case stands out

Most research tools find what you search for. Daily Brew finds what you mean — resolving the entity across all the ways it appears in news, social media, and regulatory filings before a single line of the brief is written. The brief is only as good as its source pool; entity resolution is what makes the source pool complete.

Resolved

Name variants normalized to one identity

Correlated

SEC filings linked to news & social timeline

Structured

Decision-ready brief, not a search results page

Generated Brief

What the output looks like

The finished brief is structured around the entity, not around the sources. Rather than a chronological list of articles, the output is organized into coherent sections — recent developments, regulatory filing activity, sentiment signals, key people and relationships, and analyst or market context — so whoever reads it gets a complete picture without having to piece it together themselves.

Every claim in the brief is sourced, so reviewers can trace any point back to the underlying material. The same pipeline applies whether the subject is a public company, a private organization, or an individual — the entity resolution and SEC correlation layers adapt to what's available for that entity type. A person-centered brief surfaces their regulatory filing history, media coverage, and social presence under one coherent narrative, not three separate searches.

Daily Brew generated entity brief – page 1 of a company research report with synthesis and source references

Generated brief, page 1 — narrative structure with synthesis and sourcing

Daily Brew generated entity brief – page 2 continuing the same report, showing continuity of argument and references

Generated brief, page 2 — continuation of the same report for easy review

Daily Brew generated entity brief – person-centered brief example showing the same pipeline applied to an individual

Person-centered brief — the same pipeline applied when the subject is an individual rather than a company

Capabilities

What teams can do in this workflow

Entity discovery across news and social media — surfaces mentions of the entity across sources including financial news, RSS feeds, and social platforms, not just explicit name matches

Name normalization and entity resolution — resolves ticker symbols, legal names, trade names, social handles, and informal aliases to a single canonical identity before brief generation begins

SEC filing correlation — maps 13F holdings, Form 4 insider activity, and 8-K events onto the same entity timeline as news and social coverage, so regulatory events appear in narrative context

Document upload and URL ingestion — add internal PDFs, proprietary reports, CRM notes, or direct URLs to merge private context with the resolved public source pool

Template-driven brief generation — structure the output around your team's preferred format; every brief is consistently organized with synthesis, sourcing, and clear sections regardless of entity type

Preview, share, and reuse — generated briefs are stored in the Daily Brew library, shareable with the team, and rerunnable on the same entity as new coverage and filings accumulate

Workflow

How this plays out in practice

1

Search by company, ticker, person, or organization

Enter any identifier — official name, ticker symbol, executive name, or informal reference. Daily Brew uses this as the seed for entity resolution, not as a literal keyword search.

2

Entity resolution normalizes the identity

The system identifies name variants, aliases, social handles, subsidiary names, and related identifiers for the entity. Coverage from all resolved variants is pooled — so the source material reflects everything written about the entity, not just articles that used the exact search term.

3

SEC filings are correlated to the entity timeline

Relevant 13F holdings, Form 4 insider transactions, and other SEC events are matched to the resolved entity and placed on the same timeline as news and social coverage — connecting regulatory disclosure events to the editorial and market context around them.

4

Filter, add internal context, generate the brief

Narrow the source pool by date range and source type. Upload internal PDFs, proprietary research, or direct URLs to merge private context with the resolved public pool. Then generate — the output is a structured brief with synthesis, clear sections, and traceable sourcing.

Business impact

What teams get from this workflow

Briefs are genuinely complete, not just keyword-complete. Entity resolution means coverage from name variants and informal references is included automatically — not caught only if someone remembers to search for it separately.

Filing events appear in context, not in isolation. SEC disclosures are placed on the same timeline as news and social coverage, so analysts can see what the market and media were saying when the filing was made — and what changed afterward.

Internal and public sources are unified in one brief. Proprietary research, CRM notes, and internal PDFs sit alongside resolved public coverage in the same output — so reviewers don't need to cross-reference separate documents to get the full picture.

The same workflow runs for any entity type. Whether the subject is a public company, a private organization, or an individual executive, the resolution and correlation pipeline adapts — no separate tools or processes required depending on who you're researching.

Next step

See it run on a name your team actually tracks

The fastest way to evaluate the entity resolution and SEC correlation workflow is to run it on a company or individual your team already knows well — so you can judge the brief against your own knowledge of what the complete picture should look like.

In a 30-minute demo, we run the full pipeline on names you bring: entity resolution, SEC filing correlation, and brief generation from the combined source pool. If your team has a standard brief format, bring that too — we can show you how to map it into the template in the same session.

Book an entity brief demo →

FAQ

Common questions about entity briefs and entity resolution

What is entity normalization and why does it matter for research?

Entity normalization is the process of resolving different name variants — abbreviations, informal references, social media handles, and common aliases — to a single canonical entity. For example, "Tesla's CEO," "@elonmusk," and "Elon Musk" all refer to the same person. Without normalization, a search for one variant misses coverage from the others, producing an incomplete picture. Daily Brew handles this resolution automatically so your brief reflects the full scope of what's been written about an entity across all sources — not just what appeared under the exact name you typed.

How does Daily Brew correlate news and social media mentions with SEC filings?

After resolving entity mentions to a canonical identity, Daily Brew maps SEC filing events — 13F holdings, Form 4 insider transactions, 8-K disclosures — onto the same entity timeline as news and social media coverage. This means a spike in social media sentiment or a cluster of news articles can be viewed alongside the filing activity that may have triggered or followed it. The result is a connected picture rather than separate data streams that an analyst has to manually reconcile.

What sources does Daily Brew discover entity mentions from?

Daily Brew ingests entity mentions from financial news sources, news wires, RSS feeds, and social media content. Public coverage is combined with SEC filings and — optionally — internal documents and URLs that your team uploads directly into the workflow. The entity resolution layer operates across all of these source types, normalizing mentions regardless of which source they appeared in.

How is this different from a Bloomberg search or a Google search?

A keyword search returns results for the term you typed. Daily Brew returns a resolved, correlated, and structured brief for the entity you meant. The entity resolution layer includes coverage from name variants you didn't explicitly search for. The SEC correlation layer places regulatory events in context alongside editorial and social coverage. And the brief generation layer produces a decision-ready document — not a list of links that still needs to be read, filtered, and assembled by hand.

Can I add our own internal documents to an entity brief?

Yes. Daily Brew supports document upload (PDFs, research notes) and direct URL ingestion alongside external news and filings. Your internal research, CRM notes, or proprietary reports are merged with the resolved public source pool before brief generation — so the output synthesizes private and public context in one document rather than requiring cross-referencing between separate files.

Does the entity brief workflow work for individuals as well as companies?

Yes. The same resolution, correlation, and brief generation pipeline applies to individuals — executives, directors, founders, or any named person relevant to your research. For individuals, the resolution layer normalizes personal name variants, professional titles, and social handles to a single identity. SEC-linked activity (Form 4 transactions, affiliated entity filings) is correlated alongside editorial coverage, producing a person-centered brief that covers regulatory history, media presence, and professional context in one structured document.