Solutions / Compliance

Turn recorded statements into an auditable, evidence-backed record

Lirovo extracts the claims, figures and commitments from earnings calls, disclosures and recorded meetings, each one timestamped, fact-checked and traceable back to the source.

Compliance & verification
CDisclosure reviewCompliance agent
Run
EvidenceContradictionsFact-check

Works with the sources you already use

YouTubeZoomMicrosoft TeamsLoom

One pass over the recording, the whole story

Lirovo reads what was said and what was shown, then returns it as data.

An audit trail by default

Every extracted value points back to the exact second and modality it came from, so the record is reviewable, not a summary you have to take on faith.

Catch the contradictions

When the audio and the on-screen disclosure disagree, Lirovo surfaces both sides with their evidence, instead of silently picking one.

Check it against the source

Claims are graded against their cited sources, so a statement that does not match the filing is flagged before it becomes a problem.

Where it fits

Explore how Lirovo powers use cases across your workflows.

Disclosure review

Earnings calls and disclosures become a structured, checkable record.

response complete

  • Extract every figure and forward-looking statement with its timestamp
  • Reconcile spoken claims against the slides and filings
  • Keep an evidence trail for every value in the record

Earnings calls and disclosures become a structured, checkable record.

  • Extract every figure and forward-looking statement with its timestamp
  • Reconcile spoken claims against the slides and filings
  • Keep an evidence trail for every value in the record

See the demo

Built on a platform you can trust

Power mission-critical work with guarantees that are architectural, not optional.

Evidence and verification

Every value links back to the exact second it came from and whether it was said or shown, and claims are checked against their sources.

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Typed, schema-shaped output

Results come back as structured JSON shaped to your schema, with a confidence score on every field. No prompt-wrangling, no parsing.

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A queryable knowledge graph

People, topics, claims and decisions are linked into a graph you can traverse across every video you process, not just one at a time.

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Secure and private

Multi-tenant isolation, encrypted storage and a clear data-handling story, from the moment a video is captured to the moment data is delivered.

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See it in the product

Mistral CEO Arthur Mensch
analysis ready
Mistral CEO Arthur Mensch
Mistral CEO Arthur Mensch
CNBC · 45:59
Timeline0:00 / 45:59
Arthur
Arjun
Events
0:0011:2922:5934:2945:59
Compute & sovereignty
AI economics
Semiconductors
Vibe & agents
Cybersecurity
AGI & physical world
ContradictionDecisionClaimclick to scrub
Speakers2
Arthur Mensch
92%
Arjun Karpal
4%
Valuation: heard vs shownaudio ≠ visual
≠

The spoken valuation (above $13B) disagrees with the lower-third graphic (about $14B). Caught by cross-checking the transcript against what was read off the frames.

the contradictions view: where the audio and on-screen disclosure disagree, both sides shown with evidence

What we believe

An answer you cannot trace is an answer you cannot trust. Every value Lirovo returns carries its proof, down to the second.
The Lirovo principle

See the evidence trail on a recorded statement

Run a live extraction on any disclosure or recorded meeting, or pull the audit trail into your systems through the API.

  • Align Lirovo to your workflows and use cases
  • Pull structured data into your own systems through the API
  • Move from a first extraction to production, safely