7AI vs Grafana Labs

Side-by-side comparison of AI visibility scores, market position, and capabilities

AI visibility is closely matched (43 vs 45)
7AI logo

7AI

ChallengerSecurity

Agentic Security Operations

Agentic cybersecurity platform. Record $130M Series A (largest cyber A round ever). $166M total. 2.5M+ alerts processed. Founded 2024, Boston. Private.

AI VisibilityBeta
Overall Score
C43
Category Rank
#1 of 2
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
53
Perplexity
44
Gemini
39

About

7AI is an agentic cybersecurity company founded in 2024 and headquartered in Boston, Massachusetts, built on the mission of deploying AI agents to autonomously triage, investigate, and respond to security alerts at a scale impossible for human analysts. The company's core technology uses purpose-built AI agents that operate within security operations centers, ingesting alert streams and acting on them continuously — a direct answer to the chronic understaffing and alert fatigue that define modern SOC operations.\n\nThe 7AI platform focuses on agentic security operations, where AI agents handle the repetitive, high-volume investigation tasks that consume analyst time. By automating alert triage and incident investigation, the platform allows human security professionals to concentrate on complex threat hunting and strategic response rather than routine ticket work. The company has processed more than 2.5 million alerts since its founding, demonstrating operational scale at an early stage.\n\n7AI raised a record $130 million Series A — the largest cybersecurity Series A ever recorded — bringing total funding to $166 million. This extraordinary early-stage investment reflects conviction among top-tier investors that the agentic AI layer in cybersecurity will be one of the most valuable platform opportunities of the decade. With the SOC automation market accelerating as the global cybersecurity talent shortage deepens, 7AI's combination of agentic architecture and landmark funding positions it as a defining company in the next generation of enterprise security operations.

Full profile
Grafana Labs logo

Grafana Labs

ChallengerIT Operations & Observability

Metrics Visualization

Open-source observability leader with $6B valuation; Grafana dashboards plus Loki/Tempo/Mimir stack serving millions of installations as Datadog alternative with community-driven adoption.

AI VisibilityBeta
Overall Score
C45
Category Rank
#1 of 1
AI Consensus
62%
Trend
down
Per Platform
ChatGPT
46
Perplexity
41
Gemini
36

About

Grafana Labs is the company behind Grafana — the world's most widely used open-source observability and data visualization platform — providing the Grafana Cloud managed service, Grafana Enterprise, and a suite of open-source tools including Loki (log aggregation), Tempo (distributed tracing), and Mimir (long-term Prometheus metrics storage). Founded in 2019 by Raj Dutt, Torkel Ödegaard, and Tom Wilkie (the creators of the original Grafana open-source project) in New York, Grafana Labs has raised over $600 million at a $6 billion valuation.\n\nGrafana's open-source project — downloadable and self-hostable for free — has driven extraordinary community adoption: millions of Grafana installations globally power engineering, IoT, and business dashboards at organizations from startups to large enterprises. Grafana's plugin ecosystem connects to 200+ data sources (Prometheus, InfluxDB, Elasticsearch, AWS CloudWatch, databases), making it the universal observability visualization layer. Grafana Cloud packages the open-source tools into a fully managed SaaS offering with unlimited metrics, logs, traces, and dashboards.\n\nIn 2025, Grafana Labs competes in the observability platform market against Datadog, New Relic, Dynatrace, and the ELK/OpenSearch stack for enterprise monitoring and observability. Grafana's open-source-first model creates a moat through developer community and ecosystem — engineers who build personal dashboards on Grafana become advocates for Grafana Cloud at their employers. The company's OpenTelemetry alignment and multi-source data philosophy ("query any data, anywhere") differentiates it from Datadog's monolithic agent model. The 2025 strategy focuses on growing Grafana Cloud enterprise adoption, advancing AI-powered Sift (automatic anomaly investigation), and expanding the Grafana IRM (incident response management) product.

Full profile

AI Visibility Head-to-Head

43
Overall Score
45
#1
Category Rank
#1
53
AI Consensus
62
up
Trend
down
53
ChatGPT
46
44
Perplexity
41
39
Gemini
36
34
Claude
53
35
Grok
46

Capabilities & Ecosystem

Capabilities

Only 7AI
Agentic Security Operations
Only Grafana Labs
Metrics Visualization
Grafana Labs is classified as company.

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