Ícono DxIA · Oracle
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DxIA · Oracle

Strategy and the territory, connected by a single intelligence.

departments in the territorial database
34
departments in the territorial database
municipalities with cascading data
1.189
municipalities with cascading data
connected data sources
+10
connected data sources
encryption of personal data
AES-256
encryption of personal data
The challenge

What was holding the operation back

Campaigns for mayor, governor, city and provincial councils decide on intuition: public information exists but is scattered, and what happens on the ground doesn't reach the strategy team in time.

The solution

What we built

  • An ecosystem with an AI strategic advisor, the Oracle, that reasons with the territory's public information and the government program.
  • Volunteers report from the field via WhatsApp or Telegram, and that information feeds a georeferenced CRM.
  • Personal data is handled under Colombia's Habeas Data law (Ley 1581), with encryption and traceability.
How it works

Everything connected to one core

  • Pre-diagnosis

    Real-time electoral diagnosis of the municipality or department.

  • SECOP II

    Live public procurement data from datos.gov.co, with alerts.

  • Territorial census

    34 departments and 1,189 municipalities with cascading selection.

  • DANE & DNP

    Population, multidimensional poverty, unmet basic needs and municipal economy.

  • Government program

    Co-creation following DNP guidelines, with version control.

  • Territorial CRM

    Georeferenced voters and leaders by district and village.

  • Volunteers

    WhatsApp and Telegram bot to collect field information.

  • Surveys

    Survey engine and perception tracking.

  • Digital ads

    Tracking of Meta Ads campaigns.

  • Consistency

    Checks that every message is consistent with the program.

  • Security

    AES-256 + SHA-256 encryption and Habeas Data compliance.

  • Vector cloud

    Supabase with semantic search over campaign documents.

Tech sheet

Under the hood

For
Campaigns for mayor, governor, city and provincial councils
Brain
Anthropic Claude language models
Open data
datos.gov.co (SECOP II, DANE, DNP TerriData)
Privacy
Colombian Law 1581 of 2012 · explicit consent
PythonClaudeSupabasepgvectorPostgreSQLWhatsAppTelegram

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