Data Infra › Earnings

Data Infra · 01

Earnings

Live and archived earnings calls for 3,000+ public companies, captured first‑party from each company's own webcast, not relicensed from an aggregator. Audio, speaker‑tagged transcripts and the company's published materials, in one linked record per call.

Every row passes the Bargo Verification Layer

Accurate · Reliable · Source‑backed

3,000+
companies covered, below the large‑cap floor
Live
intraday capture during earnings season
<30 min
speaker‑tagged transcript after the call
First‑party
recorded from the company's own webcast

What's inside

Everything the company said, and everything it published

Call audio

The full recording, captured live from the company's IR webcast and archived permanently, even after the official replay expires.

Speaker-tagged transcripts

Timestamped to the second, speaker by speaker, prepared remarks and Q&A separated.

Slides & releases

The deck and press release the company published, linked to the call they belong to.

Language tracking

What management changed quarter over quarter: guidance wording, new topics, dropped topics.

The data, not a description of it

A row you can check yourself

Every transcript segment ships with the fields to verify it without trusting us: the source, the second, and the check that already ran.

■ transcript_segment · illustrative format
ticker / cikMU · 0000723125 callQ4 FY2026 earnings call · 2026-09-24 speakerCFO · prepared remarks t_start23:41 text"we are being deliberately conservative on HBM pricing into the second half" audio_sourcecompany IR webcast · first-party capture digits_checkpassed · all figures located in Form 8-K Ex. 99.1 verifylisten at t_start on the archived recording
Field names simplified for display. Full data dictionary ships with every evaluation snapshot.

Bargo Verification Layer · Accurate · Reliable · Source‑backed

Watch one number survive the three gates

Micron reports. The AI reads the call and the filing. Here is what happens to a single figure, $8.7B of Q4 guidance, before it is allowed to reach you:

Gate 1 · The data

Found in the filing, or thrown away

The system searches the 8-K for the exact figure the AI extracted, in every standard format.

✓ "$8.7B" located in Form 8-K, Ex. 99.1 · digit for digit
"$8.9B" appears nowhere in the filing · discarded as invented
Gate 2 · The method

Heard on the company's own recording

The transcript comes from our first-party capture of the webcast, checkable at the second.

✓ CFO says it at 23:41 · listen on the archived recording
✗ third-party transcript, no audio to check · flagged in the row, never silently
Gate 3 · The answer

The comparison is calculated, not recalled

"How far below consensus?" is arithmetic on verified figures, never the AI's impression.

✓ (9.0 − 8.7) / 9.0 = 3.3% below · computed
"roughly 4% light" from the model's memory · never served

Only then does the row ship, carrying its receipts: the filing reference, the timestamp, the calculation. That is the whole promise, on every one of the 3,000+ companies, every quarter. See the full Verification Layer →

Why it compounds: official replays expire and webcast links rot, but the archive does not. Every earnings season adds thousands of first-party recordings that a competitor starting later cannot re-capture at any price.

Access

The same verified calls, three ways

Ask it anything

Bargo Agent

Earnings-week answers with receipts: what changed, how it compares, who reacted.

> What changed in Micron's guidance language this quarter?
For AI agents & terminals

Bargo MCP / CLIs

Wire calls into Claude, Cursor or your own agents, or pull straight into pandas.

$ bargo earnings pull MU \ --quarter latest --format parquet
Programmatic

Bargo APIs

Transcripts, segments and materials as clean endpoints, ticker and CIK on every row.

GET /v1/earnings/MU/calls/latest GET /v1/earnings/MU/language-diff

Who runs on it

Built for earnings week

Analysts

Prep in minutes, not evenings

Quarter-over-quarter language diffs with every quote linked to the recording. Citable in a note as-is.

Portfolio managers

The gap, the words, the reaction

Guidance vs consensus computed, management's exact words one click away, insider filings joined on the same ticker.

Quants

Language as a feature

Speaker-tagged, timestamped text ready for tone and topic features, joinable on ticker and CIK with your panel.

Coverage & delivery

The facts sheet

Coverage3,000+ public companies, primarily US-listed, resolved to ticker and CIK. Coverage extends below where incumbent transcript products stop.
LatencyCaptured live during the call; speaker-tagged transcript in under 30 minutes.
HistoryArchive grows every season and is permanent. Replays that expire on IR sites remain available here.
FormatsJSON over API, CSV / Parquet snapshots, audio as standard compressed files.
IdentifiersTicker and CIK on every row, for day-one joins with your existing stack.
VerificationEvery row carries its source and its checks. Corrections are versioned, snapshots digest-stamped. How the Verification Layer works →
We would rather show you the data than describe it.
Request an evaluation snapshot