Category
AI SIEM and security analytics: what they are and who makes them
agentic soc platforms, log platforms with security editions, cloud-native analytics suites, endpoint-led and enterprise platforms: Sekoia, Graylog, Securonix through Panther.
Types of AI SIEM and security analytics
Agentic SOC platforms
Sekoia, Securonix and Exabeam sell a SIEM with an AI analyst on top that triages alerts and drafts case findings. They suit teams with few analysts who want investigations started before a human opens the ticket, and they usually come with demo-led sales and no public rate card.
Log platforms with security editions
Graylog and Elastic began as log search and added security editions. They give engineers more control over parsing, storage and cost, and they ask for more tuning time than a packaged SOC product. Open editions let a team start without a purchase order.
Cloud-native analytics suites
Sumo Logic and Microsoft Sentinel run as hosted services priced by data volume or credits. Both pair security analytics with generative AI assistants, and both reward teams already invested in their cloud. Pricing differs sharply: one meters data volume tiers, the other credits for ingest and AI prompts.
Endpoint-led and enterprise platforms
SentinelOne, CrowdStrike and Splunk extend an existing endpoint or data platform into SIEM. Native telemetry is their advantage, while contracts are broader, quote-driven and harder to unpick later. Expect longer procurement, but also wider coverage and a larger partner network for integration work.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Sekoia | Sekoia.io SAS | France | Paid + API |
| Graylog | Graylog, Inc. | United States | Free tier + API |
| Securonix | Securonix, Inc. | United States | Paid + API |
| Exabeam | Exabeam, Inc. | United States | Paid + API |
| Sumo Logic | Sumo Logic, Inc. | United States | Trial + API |
| Elastic Security | Elastic N.V. | Netherlands | Trial + API |
| SentinelOne Singularity AI-SIEM | SentinelOne, Inc. | United States | Paid + API |
| CrowdStrike Falcon Next-Gen SIEM | CrowdStrike Holdings, Inc. | United States | Trial + API |
| Microsoft Sentinel | Microsoft Corporation | United States | Trial + API |
| Splunk Enterprise Security | Splunk LLC (Cisco) | United States | Trial + API |
| Panther | Panther Labs Inc. | Not stated on the pages read | Paid + API |
