Bargo for Hedge Funds

Edge you can defend.

Hearing it first is table stakes. The edge is hearing it first with proof attached: what executives and promoters actually said, verifiable to the second, before it is priced.

Every row passes the Bargo Verification Layer

Accurate · Reliable · Source‑backed

Request an evaluation snapshot See the plays
850,000+
podcast & video episodes monitored
3,000+
earnings calls, first‑party, live
3.6M
live job postings, verified every 48h
100%
of rows ship with their receipts

Three plays

Not claims. Worked examples.

Edge

See the promotion before the dilution

Small-cap promotion runs through podcasts and video shows, where no terminal is watching. Bargo watches all of it and joins the talk to the filings and the price.

The pattern: attention peaking ahead of issuance and insider selling. The flag fires while it is happening.

■ promotion_flag · weekly sheet · illustrative
Coverage vs prior 90 days7.2x burst
Top-venue share · CFO appearances there41% · 7 in 2 yrs
§17(b) sponsorship language on venuedetected
EDGAR: 424B5 filings, trailing 12 mo3 · ATM on file
Form 144s, trailing 30 daysclustered at high
Every appearanceexcerpt + timestamp + source audio
Rule frozen before outcomes; flags append-only. No performance claim before the first graded cohort.
Speed

Earnings week, compressed to minutes

Transcripts land under 30 minutes after the call. You see exactly what management changed, next to the computed guidance gap, every quote one click from the recording.

■ language_diff · MU · Q3 → Q4 · illustrative
GUIDANCE WORDING "we expect continued strength in HBM pricing" "we are being deliberately conservative on HBM pricing" · hear it at 23:41
Guidance vs consensus$8.7B vs $9.0B · 3.3% below · computed
First guide-down insix quarters
Every figure located in the filing before it reaches you. Every quote linked to the webcast.
Trust

Ask twice, get the same answer

Trust gets formed by being deterministic. Ask a chatbot the same question twice and you get two answers. Ask Bargo twice and you get one, because the method is locked and every number is checked before it is used.

Your analyst, your PM and your compliance desk all see the same figures, with the same receipts.

■ same_question_twice · illustrative
Run 1 · analyst, 9:02 am$8.7B guidance · 3.3% below · receipts attached
Run 2 · PM, 4:47 pmidentical figures · identical receipts
Why it repeatsone locked method · same for the whole desk
Every numberfound in the filing or computed · never improvised
Bargo Verification Layer · Accurate · Reliable · Source-backed

Every claim in your memo keeps its receipt.

A thesis built on Bargo survives the only question that kills ideas in committee: "how do you know?"

■ IC memo · short thesis · excerpt
Attention burst is manufactured, not organicfig. 01 · venue history
Company sold stock into every prior burstfig. 02 · EDGAR joins
Insider sales clustered at the topfig. 03 · Form 144s
Hiring frozen while the story acceleratesfig. 04 · live postings
Management language turned defensivefig. 05 · call diff, 23:41

Every figure is checkable without trusting us

Compliance clicks the link: the audio on the publisher's feed, the filing on EDGAR, the posting on the employer's site. Nothing rests on trusting us.

✓ The quote
Verbatim excerpt, timestamped to the second, on the source's own audio
✓ The number
Located digit-for-digit in the filing before it shipped
✓ The calculation
Computed on verified figures, never recalled from an AI's memory

How the three gates work →

Access

Runs the way your desk runs

Ask it anything

Bargo Agent

Portfolio questions answered with receipts, matched to how you invest.

> Is the attention on this small cap organic or manufactured?
For AI agents & terminals

Bargo MCP / CLIs

Wire the catalog into Claude, Cursor or your internal agents, or pull to pandas.

$ bargo podcasts mentions --watchlist --days 7 --format parquet
Programmatic

Bargo APIs

Mentions, flags, calls, jobs and filings, all joined per company, ready for your stack.

GET /v1/podcasts/promotion-flags/latest GET /v1/earnings/MU/language-diff

The terms

Evaluate it like a data source, not a demo

SnapshotA documented evaluation snapshot with per-file SHA-256 digests: a row you check next year is provably the row published today.
Your sample, not oursA reproducible sampling rule lets you draw your own verification sample. We cannot have selected it for you.
The flag sheet, liveThe weekly promotion flag sheet as it fires, with excerpts, timestamps and EDGAR context per row.
No performance claimDetection rules were frozen before outcome data existed and flags are append-only. First graded cohort reads out late October 2026; we claim nothing before then.
Honest limitationsThe current snapshot is not point-in-time; append-only daily snapshots are being added. Backtests on today's file should assume lookahead.
We would rather show you the data than describe it.
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