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sherlocks.ai vs FluidifyAI

Sherlocks.ai runs 16+ specialized AI agents that investigate incidents inside Slack, and it claims most alerts get analyzed in two to three minutes, complex multi-service incidents in five to six, with all integrations running read-only, so the product can't modify infrastructure itself. It's SOC 2 Type 2 certified and VPC-native, but no pricing is published on the site.

The FluidifyAI suite is Regen, Neuri, Reflex and Gills: on-call, root cause analysis, auto-remediation and a conversational interface, sharing one incident record. Pricing is published and self-serve.

Investigation versus action

Read-only access is a defensible default, but it also means Sherlocks stops at root cause. It doesn't propose or execute the fix, dry-run it, or verify it worked, which is what Reflex does as a separate step in the FluidifyAI suite once Neuri has found the cause.

Sherlocks.ai doesn't publish a self-hosted option; VPC-native in their language describes their own cloud architecture, not a deployment you run yourself. Regen ships open source and self-hosted; Neuri is SaaS starting on Pro.

MetricFluidifyAIsherlocks.ai
Investigates root causeYesYes
Proposes and verifies a fixYes, via ReflexNot published
Self-hosted optionYesNot published
Published pricingYesNot published

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