July 29, 2026
Launching detections.ai Enterprise ๐
Prove coverage + nail maintenance without the grind
By Robert Fly
3 min read
Two things I hear in almost every conversation that causes a ton of toil.
First, news hits and getting a detection that works in your environment and context is a pain. Mean time to coverage. A lot of teams I talk to are measuring that in days. Whether you believe "attackers are moving at the speed of AI" or not, that's way too slow. We need to be faster.
Second, hits on one of my favorite quotes, "My favorite day is shipping a new detection. My second favorite is retiring it." Maintaining detections is PAINFUL ๐ค โ drift, FPs, stale IOCs, old log references, etc. Tuning by hand is rough.
Building detections is costly, maintaining them even moreso.
Both these challenges are rooted in the same thing โ detections don't know anything about your environment or the changing threat landscape, so we carry that context in our heads. I don't know about you, but my personal context window is less than Claude's.
So today I'm announcing detections.ai Enterprise. Our mission is to close that gap!
Real coverage, detections tuned to your environment, kept current without all the manual grind and toil.
Are you covered?
That's question numero uno when news breaks. Most teams can't answer it fast.
No amount of searching in the SIEM, spreadsheet checking, confluence page reading, etc will answer it quickly for you. Two days later you have an answer, but at this point there's new news and the hamster wheel keeps rolling.
detections.ai Enterprise gives you a live coverage map across all your detections. MITRE, CVEs, measured against your own library. CVE drops, you open it, you see it. Covered here and exposed there.
My favorite "let me get back to you" now becomes "here, look at this!".
Closing the gap with something that actually fits
Seeing the gap is one thing. Closing it thoroughly is the next challenge.
Most tools hand you a generic rule. Great. Now you spend two hours bending it to your current coverage, your data sources, your fields, your stack.
Enterprise writes it tuned to your environment from the jump. Your data sources, your asset criticality, aware of what you already run so it doesn't step on it. And you see every line and every change. No black boxes. Our AI agents do the work, but you get to make the call.
Validate against logs, deploy back to your SIEM (or GitHub, which we also support).
I like to say, gap to deployed detection before lunch.
The long messy road nobody talks about
Back to that quote. Shipping day is the best, retiring day is second best. The problem is everything in between.
Detections rot. IOCs go stale, FPs creep in, a rule points at a log source you killed last year. Now multiply that by however many detections you have. Aint nobody got time for that!
Our AI agents are like senior detection engineers who never sleep. Find anti-patterns, bypasses, stale IOCs, redundant coverage, missing docs, check intel for new gaps, etc. Our AI Librarian lets you ask your whole library a question and fix things across all of it, not one rule at a time.
The context that made a detection right on day one keeps getting updated and makes sure that detection works on day 100 (or retires it for you ๐).
"Are we covered?" with receipts
You KNOW someone is going to ask. Vibes won't cut it.
Coverage across your detection stack, gaps named plainly, trends that show you getting faster and healthier over time. Custom PDF reports for the bosses.
No need to keep building it every quarter from scratch, it's all built in.
Built for teams, governed like you'd expect
Private workspace. Collaborate in projects. SSO. RBAC. Review and approval before anything ships. Full audit trails and the ability to revert.
Everything folks already love about the community, now private, governed, and tuned to your world.
(btw, did I mention all the community intel, detections, and context are click of a button available to enterprises? No, I didn't? Ok, well, it is. It can also be pulled into via our agentic workflows whenever you want)
Let's go
Know where you're exposed. Close the gap with something built for your environment. Keep it alive without the grind.
Request a demo if you'd like to see it. We're also at BlackHat.
Want to see it run against your own environment? Message me, I'll walk you through it myself.
Let's get building.
-Robert