Public speech monitoring
- Public livestreams & briefingsCaptured only from public, lawfully accessible sources.
- Licensed regional TV feedsIngested under your monitoring licences.
- Rights registerUsage basis recorded per source and enforced on export.

War room & rapid response
Operations view
Speech monitor, regional news, transcripts, claims, narrative and manipulated-media alerts — each panel live in the demo below.
Publicly available sources and licensed feeds only.
ज़िले की नई जल योजना पिछले साल पूरी हो चुकी है। अब हम सड़कों पर काम करेंगे।
“The district’s new water scheme was completed last year. Now we will work on roads.”
Machine translation · language reviewer: pending · searchable from 5 sources
Public rally livestream · Source A · 00:31:12
ज़िले की नई जल योजना पिछले साल पूरी हो चुकी है।
“The district’s new water scheme was completed last year.”
Evidence references
Human conclusion
Sources disagree on completion status. Awaiting a second reviewer before any conclusion is recorded.
Automated retrieval only suggests sources. A claim has no conclusion until a named reviewer records one.
Short video clip attributed to a stage speech
Video · first seen 16:12 · In forensic review
Audio message circulating with a cloned-voice pattern
Audio · first seen 15:47 · Queued
Edited crowd image with altered banner text
Image · first seen 14:30 · Closed
All sources, claims, documents and figures are synthetic.
2 segments across 2 languages
Source A · Hindi · 00:31:12
ज़िले की नई जल योजना पिछले साल पूरी हो चुकी है।
The district’s new water scheme was completed last year.
Source C · Bengali · 00:09:02
জলের সংযোগ নিয়ে অভিযোগ দ্রুত সমাধান করা হবে।
Complaints about water connections will be resolved quickly.
Source transcript · Hindi · 00:31:12–00:32:05
ज़िले की नई जल योजना पिछले साल पूरी हो चुकी है। अब हम सड़कों और बस सेवा पर काम करेंगे। आपके सवाल मायने रखते हैं — उन्हें भेजिए, हम यहीं उनका जवाब देंगे।
Summary
Machine summary · reviewer must confirm before circulation
Public rally livestream · Source A · 00:31:12
ज़िले की नई जल योजना पिछले साल पूरी हो चुकी है।
“The district’s new water scheme was completed last year.”
Evidence references
Human conclusion
Sources disagree on completion status. Awaiting a second reviewer before any conclusion is recorded.
Automated retrieval only suggests sources. A claim has no conclusion until a named reviewer records one.
Short video clip attributed to a stage speech
Video · first seen 16:12 · In forensic review
Audio message circulating with a cloned-voice pattern
Audio · first seen 15:47 · Queued
Edited crowd image with altered banner text
Image · first seen 14:30 · Closed
Responsible by design
Monitoring public media is not the same as profiling people. These limits are built into the product and into our contracts.
No personal voter profiling
We do not build profiles of individual citizens or voters.
No sensitive-trait inference
No inference of religion, caste, health, sexuality or similar traits.
No individual persuasion targeting
Insights are aggregate and operational, not micro-targeting lists.
No unlicensed ingestion
Sources are public or licensed; private groups and accounts are excluded.
No automated verdicts
Software suggests; trained reviewers decide and are accountable.
No covert operations
We do not create fake accounts, astroturf or coordinate inauthentic activity.

See how monitoring, multilingual transcripts and evidence-backed review fit into your team’s day.