Evidence-led Telegram research

Investigate Telegram without losing the evidence trail.

Search and summarize selected public Telegram channels—even Russian-language sources—in English. Compare channels and trace every substantive point to the original post.

Apply for a 14-day research pilot

30 founding researcher places · rolling admission · personal reply within 2 business days

The Ocean chat interface on a mobile phone, answering a question about Bitcoin ETF flows with citations to Coin Bureau, CryptoQuant, and Drops Analytics.

The research job

From scattered messages to a reviewable answer

The Ocean is designed for recurring questions where a researcher already knows which public sources matter.

01

Search across wording

Combine exact, semantic, cross-language, and date-aware retrieval over the selected corpus.

02

Compare the sources

See differences in timing, framing, certainty, and claims without flattening them into one narrative.

03

Return to evidence

Open the direct Telegram posts behind substantive findings and inspect the original context.

How the pilot works

Bring one real workflow, not a generic demo

We are selecting founding researchers whose feedback can shape the product around demanding, repeatable work.

Apply with your research task

30 founding researcher places · rolling admission · personal reply within 2 business days

  1. Tell us your role, recurring question, source count, languages, and frequency.
  2. We reply personally within two business days if the current product can support the job.
  3. Qualified researchers receive a guided 14-day pilot with a deliberately scoped source set.
  4. We interview pilot users about evidence quality, missing capabilities, and repeat use.

Current boundaries

Deliberately narrow while we learn

  • Selected public Telegram sources, not a complete global index.
  • No private-channel monitoring or claim of real-time alerting.
  • No automatic fact-checking, intent attribution, or replacement for analyst judgment.
  • Every pilot is scoped personally before sources are added.