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.
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.
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
Put this methodology to work on your own coins
Run the same deterministic, health-gated logic risk-free in the Strategy Lab — no keys, no money on the line.