7AI
Also known as: Seven AI, 7 AI
Swarming agentic SOC from the Cybereason founders: sixty plus domain specialized agents work each alert in parallel across endpoint, identity, cloud, email, and network, through response.
7AI is the swarming architecture bet in the AI SOC lane, from the team with the heaviest pedigree in it. Founded in Boston in 2024 by Lior Div and Yonatan Striem-Amit, the co founders of Cybereason, the company launched from stealth in February 2025 with a $36 million seed and closed a $130 million Series A in December 2025 led by Index Ventures with Greylock, CRV, and Spark, reported as the largest cybersecurity Series A on record, for roughly $166 million raised in its first eighteen months. It was named to the Fortune 2026 Cyber 60.
Where rivals route an alert through a single investigating agent, 7AI deploys a swarm: more than sixty purpose built agents specialized across five domains, endpoint, identity, cloud, email, and network, working the same alert in parallel, an endpoint agent enriching device context while an identity agent checks user behavior. The platform covers the full lifecycle, ingesting and triaging alerts, enriching signals, investigating across systems, threat hunting, and driving response, and positions explicitly against playbook based SOAR: agents reason through alerts case by case, including novel threats, rather than executing pre written rules. A managed service, PLAID, layers 7AI's agents with human expertise for teams that want outcomes rather than software, and the platform sells via contact sales and AWS Marketplace.
Independent coverage calls 7AI one of the most experimental platforms in the category: the architecture is impressive, performs well in large EDR and cloud estates, and rewards innovation driven teams with engineering capacity to tune it, while teams wanting turnkey supervised triage may find simpler overlay analysts faster to trust. No pricing is published. The bet buyers are underwriting is that swarming domain specialists, from the team that built Cybereason, become the architecture the category converges on.
Vendor details
Canonical URL
https://7ai.com
Category
Security / SOC agent
Subcategory
AI SOC analyst
Funding status
Independent, Boston based, founded 2024 by Lior Div and Yonatan Striem-Amit, the co founders of Cybereason. Launched from stealth in February 2025 with a $36 million seed, then raised a $130 million Series A in December 2025 led by Index Ventures with Greylock, CRV, and Spark, reported as the largest cybersecurity Series A on record, for about $166 million total. Named to the Fortune 2026 Cyber 60.
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Ingests and triages alerts across the security stack with agents specialized by domain: endpoint, identity, cloud, email, and network. More than sixty purpose built agents work the same alert in parallel, enriching device context, checking user behavior, and driving response. Sold via contact sales and AWS Marketplace, with a managed PLAID service layered on the platform.
In practice
A single investigating agent keeps missing cross domain attacks. 7AI swarms each alert with specialized endpoint, identity, cloud, email, and network agents working in parallel.
Your SOAR playbooks break on anything novel. 7AI's agents reason through alerts case by case instead of executing pre written rules, covering threats no playbook anticipated.
You want agentic SOC outcomes without running the platform. PLAID pairs 7AI's agent swarm with managed human expertise through resolution.
Sources & related URLs
Capability coverage
7.5 / 14 capabilities · 54%
| Integrations & Tool CallingIngests and triages alerts across endpoint, identity, cloud, email, and network tooling with response actions back into the stack, 7AI docs 2026-07-06 | Full |
|---|---|
| Workflow OrchestrationSwarming is the flagship: more than sixty purpose built agents specialized across five domains work the same alert in parallel through response, 7AI docs 2026-07-06 | Full |
| Knowledge Grounding & RAGAgents enrich signals with environmental and threat context across systems; scoped to security telemetry, 7AI docs 2026-07-06 | Partial |
| Human Oversight & GuardrailsPushes autonomy through the response stage with human oversight available; less verdict gated than overlay analysts that keep humans on every conclusion, 7AI docs 2026-07-06 | Partial |
| Security, Identity & GovernanceEnterprise security posture from the Cybereason founding team, sold into enterprise SOCs via AWS Marketplace, 7AI docs 2026-07-06 | Full |
| Observability & AuditabilityInvestigation visibility across the swarm with independent coverage noting reliability tuning needs; audit depth less documented than audit first rivals, 7AI docs 2026-07-06 | Partial |
| Memory & State PersistenceAgents carry case and environment context across the investigation lifecycle; continuous learning is not the marketed differentiator, 7AI docs 2026-07-06 | Partial |
| Deployment & Data ResidencySaaS deployment with AWS Marketplace procurement; no self host or VPC residency documented, 7AI docs 2026-07-06 | Partial |
| Prebuilt Agents, Templates & PacksA library of more than sixty purpose built domain specialized agents across endpoint, identity, cloud, email, and network, 7AI docs 2026-07-06 | Full |
| Triggers & Channel CoverageAlert driven autonomous invocation across five security domains around the clock is the operating model, 7AI docs 2026-07-06 | Full |
| Model Flexibility & RoutingProprietary agent pipeline; no customer facing model choice or routing, 7AI docs 2026-07-06 | Unable to verify |
| APIs, SDKs & MCP ExtensibilityNo public developer API or SDK documented, 7AI docs 2026-07-06 | Unable to verify |
| Testing, Debugging & OptimizationNo customer facing testing or evaluation tooling documented, 7AI docs 2026-07-06 | Unable to verify |
| Browser & Computer UseNo browser or computer use capability, 7AI docs 2026-07-06 | Unable to verify |
Pricing
Contact sales; enterprise contracts, AWS Marketplace procurement available
enterprise contract
Included quota
Platform contract covers the multi agent swarm across endpoint, identity, cloud, email, and network domains; PLAID managed service priced separately.
What is public
Nothing numeric; AWS Marketplace availability and the PLAID service structure are public.
Billing mechanics
Enterprise contracts through direct sales with AWS Marketplace as a procurement path, letting buyers draw down committed cloud spend. PLAID managed service sold as a separate engagement.
Cost watchouts
Independent coverage notes the platform rewards teams with engineering capacity to tune it: budget integration and tuning effort alongside the license. PLAID managed service is a separate engagement on top of the platform.
Variable cost rationale
Enterprise platform licensing with no documented usage metering; the variable component is tuning effort and the optional PLAID service, not metered billing.
Additional watchouts
The most experimental architecture in the lane per independent coverage: strongest in large EDR and cloud estates with engineering capacity, heavier to tune for teams wanting turnkey triage.
Overage / add-ons
No public metering or overage terms documented.
Sales call required
Yes — required for paid access
Free / trial
Enterprise evaluations through sales; no self serve trial
Lowest paid plan
None public; enterprise contract only
Commercial notes
Independent, founded 2024 by the Cybereason co founders. $36 million seed plus $130 million Series A (December 2025, Index Ventures), about $166 million total, reported as the largest cybersecurity Series A on record. Fortune 2026 Cyber 60.
Key ambiguities
Nothing numeric is public, and the split between platform licensing and the PLAID service engagement is not documented.
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