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01 Collect

From thousands of headlines to one structured dataset.

Hundreds of sources publish thousands of stories a day. Each one is collected, deduplicated, and classified into a structured record of who did what to whom, in four quad categories from verbal cooperation to material conflict, plus natural disasters, refreshed every 5 minutes. The cards are a live sample: the week's most reported story for each event type.

Live· 6 events

02 Understand

From information to insight.

Structured events become trend lines. For every country and bilateral relationship, Deeplomacy measures today's diplomacy against that entity's own baseline, surfacing who is improving and who is worsening while the signal is still weak.

Diplomatic Pulse

Snapshot · Oct 30, 2026

03 Anticipate

From insight to prediction.

Trends feed forecasting models that flag where diplomacy is likely to deteriorate next, before it reaches the headlines.

This week, 68 countries show an elevated risk of diplomatic deterioration, concentrated in 6 continents.

  • 24critical
  • 44significant

Their names, the drivers behind each alert, and the confidence of every call are in the dashboard.

Weekly outlook · Oct 26, 2026

04 Respond

From prediction to response.

Cortex, our decision-support layer, turns predictions into strategic options: researched across live signals, grounded in international guidelines, delivered with confidence levels and citations. This is one run, step by step.

  1. Classify

    Every question is read for intent and urgency first. A crisis takes the fast path; strategy takes the deep one.

  2. Decompose

    One strategic question becomes five answerable ones.

  3. Research

    Live signals are pulled from across the platform, in parallel.

    fetched: events (47) · ews (31) · forecasts (6) · diplomatic_trends (1)

  4. Retrieve doctrine

    Candidate options are grounded in international guidelines, and cited.

    retrieved: 5 doctrine passages

  5. Recommend

    Options scored, evidence attached: a recommendation you can defend.

    Recommendation

    Increase consular staffing and pre-position relief stocks in the affected region, and review supplier exposure within 30 days. Escalate further only if protest indicators stay elevated for two consecutive weeks.

    Confidence
    0.78

    Caveat: migration outflow estimates are unconfirmed; weigh them with caution.

    Grounded in ISO 31000, the Vienna Convention, and IASC guidelines. Illustrative example; every Cortex answer ships with its sources.

Collect · Understand · Anticipate · Respond

From insight to briefing in under a minute.

Everything you have just seen, live events, country trends, weekly warnings, and cited recommendations, becomes a personalized report: generated on demand, downloaded in seconds, and ready to share with your team.

Supported by

  • NVIDIA Inception Program
  • NATO Defense College Foundation
  • HIGHEST Lab
  • 2i3T
  • Spinoff
  • Coesione Italia Piemonte
  • Cofinanziato dall'Unione europea
  • Repubblica Italiana
  • Regione Piemonte

Let's keep in touch

Need more information? Get in touch.

Whether you're a potential client, journalist, or investor, we'd love to hear from you. Reach out and let's explore how Deeplomacy can help you understand the world better.

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