Triguna blogField notes on enrichment APIs: provenance, data quality, rate limiting, and vendor risk.https://triguna.ai/en-usStore the raw payload, not just the fields you parse todayhttps://triguna.ai/blog/store-the-raw-payload/https://triguna.ai/blog/store-the-raw-payload/The cheapest decision in any enrichment integration is keeping the whole response. It costs bytes, it survives vendors, and it means you never pay for the same call twice.Wed, 22 Jul 2026 00:00:00 GMTdata-modellingcostpracticesThe Triguna teamWhen your enrichment provider goes darkhttps://triguna.ai/blog/when-your-enrichment-provider-goes-dark/https://triguna.ai/blog/when-your-enrichment-provider-goes-dark/A vendor's failure rate went 0.3%, 7.1%, 45.6%, 82.9%, 98.1%, then 100% over six weeks. We read it as our own bug the whole time. What we should have been watching.Wed, 08 Jul 2026 00:00:00 GMTreliabilityvendor-riskpostmortemThe Triguna teamRate limits that have nothing to do with your request ratehttps://triguna.ai/blog/rate-limits-that-ignore-your-request-rate/https://triguna.ai/blog/rate-limits-that-ignore-your-request-rate/Our heaviest day ran 19,154 calls and was never throttled. A day running 201 calls was throttled 64% of the time. Why tuning a throttle against 429 is usually wasted work.Thu, 18 Jun 2026 00:00:00 GMTrate-limitingreliabilityinstrumentationThe Triguna teamWhat 130,220 enrichment API calls taught ushttps://triguna.ai/blog/what-130000-enrichment-calls-taught-us/https://triguna.ai/blog/what-130000-enrichment-calls-taught-us/Seven weeks of logged calls against a third-party enrichment API, and what the outcome distribution actually said about data quality, retries, and instrumentation.Tue, 02 Jun 2026 00:00:00 GMTdata-qualityinstrumentationpostmortemThe Triguna team