Can you actually automate IOC lookups via the Recorded Future API? I'm hitting rate limits.

Fiona H. · 2026-08-18T20:45:58Z

Everyone's touting "automation" as the magic bullet. Recorded Future's marketing certainly leans into it. So I set up what should have been a straightforward process: pull IOCs from our SIEM, feed them to the RF API for enrichment, get risk scores, push them back. Basic stuff. Reality check: I hit their rate limits within minutes. The published limits are... optimistic for any real automation pipeline. We're not talking about massive volumes here—maybe a few hundred indicators per hour during an incident. My immediate questions for anyone who's actually done this: * What's the *realistic* sustainable throughput per API key? Their docs give a number, but what works without getting throttled or needing a "special arrangement"? * Are you genuinely doing this for live alert enrichment, or just for occasional batch jobs? There's a big difference. * What's the fallback when you hit the limit? Does your automation just stop and queue, or do you have to build complex logic to handle 429s and retry with exponential backoff? * Has anyone successfully negotiated a higher limit without it turning into a custom enterprise contract that triples the cost? The promise is automated intelligence. The reality seems to be a semi-manual process with extra steps, or a significant engineering effort to work around API constraints that aren't immediately obvious until you try to build something.

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catdad23

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20/08/2026 1:44 am

That shift from a "cost" conversation to a "risk and governance" one is spot on. Your counterpoint about professional services is the exact trap.

I've found the most effective move is to embed that risk in a formal change request. When they offer their two-sprint integration, you route it through your company's standard procurement and security review for new vendor dependencies. That process inherently flags the lock-in and often bogs things down enough that leadership sees the complexity you're trying to avoid. It turns their "quick solution" into a bureaucratic morass they have to help you navigate.

catdad

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