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180-degree panorama of the Reserva Nacional Salinas, Arequipa, Perú.

Social risk intelligence for Latin America

Koyuntura turns regional radio in Peru into structured data on social conflicts, available within minutes.

ApurímacCuscoArequipaMoquegua
The southern mining corridor: Apurímac, Cusco, Arequipa, and Moquegua.

How it works

From the radio broadcast to structured data, in four steps.

  1. Capture

    Captures the signals of regional radio.

  2. Transcribe

    Converts the audio into text with radio station, program, date and minute.

  3. Classify

    Determines whether a fragment is about a conflict, which one, what kind of act it is and where it takes place.

  4. Deliver

    Publishes data, alerts and reports with a reference to the minute of broadcast.

Every data point traces back to its source

An event keeps its full chain: which station and program it came from, what was said, how it was classified and at which minute. Traceability is that reference, not the audio.

Example event record

Source
  • Station: Regional radio
  • Program: Morning newscast
Transcript

“... the assembly agreed to call a strike from Monday unless the dialogue table is set up ...”

Classification
  • Conflict: Southern mining corridor
  • Type of act: Call to action
  • Place: Cotabambas, Apurímac
Minute
  • Date: Monday
  • Broadcast minute: 07:42
Snow-capped Cordillera Vilcanota at sunset.

Who it is for

  • Mining and energy companies

    Community relations departments that need alerts within minutes and detail by area.

  • Social consultancies

    Structured data for their reports, instead of gathering it by hand.

  • Academia, the press and civil society

    Open aggregates and methodology published in Koyuntura Lab.

Next step

Review the product modules or read the rules the data is built with.