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BibaMoney TVIJO AIOS NETWORK

How Tvijo AIOS Works

How market and startup data is ingested, enriched, and kept fresh.

01

Architecture Pipeline

Five external data sources feed an enrichment pipeline. The processed stream passes through an AI routing layer and a vector knowledge store before reaching three consumers: the public portal, the admin dashboard, and the research API.

Data Sources Processing Output Data Sources CoinGecko CoinPaprika RSS Feeds Gate.io Newsadmin Enrichment Pipeline AI Router multi-model RAG Store Vector store Portal-Go Public UI Dashboard Admin UI Tool Server 17 tools
02

Enrichment Freshness Algorithm

Every enrichment cron is benchmarked against its expected interval and a hard SLA. Health degrades through three zones as elapsed time grows — OK → degraded → critical.

OK
degraded
critical
t = 0 1.5 × expected SLA
health(cron) =
  1   if last_run_age < 1.5 × expected_interval   → OK
  0.5 if last_run_age < SLA                        → degraded
  0   otherwise                                     → critical