Observo AI
Observo AI built an AI-native data pipeline platform that uses agentic AI, LLMs, and ML to filter, normalize, and enrich security telemetry for enterprise SOCs and DevSecOps teams, reducing SIEM data volumes by up to 80%. Acquired by SentinelOne for $225M in September 2025 and integrated as Singularity AI Data Pipelines.
- Company typePrivate
- Founded2022
- HeadquartersNewark, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Observo AI does
Observo AI was an AI-native data pipeline company founded in 2022 and headquartered in Newark, California. The company built a security and observability data pipeline platform that uses machine learning, large language models, and agentic AI to filter, normalize, and enrich security telemetry before it reaches downstream SIEM and analytics systems. The platform's central technical claim is up to 80% reduction in data volume prior to SIEM ingestion, achieved by autonomously identifying low-value telemetry, normalizing diverse log formats into industry-standard schemas (including OCSF), and generating parsing patterns via AI-driven Grok pattern creation. The product portfolio included the core agentic AI-powered data pipeline platform, the Orion AI Data Engineer Assistant for pipeline management, and a pre-acquisition roadmap toward AI SIEM migration use cases.
The company operated a sales-led enterprise GTM motion targeting security operations centers (SOCs) and DevSecOps teams seeking to reduce rising SIEM ingest and storage costs, address alert fatigue, and accelerate onboarding of new data sources. Distribution was conducted through direct enterprise sales supplemented by AWS Marketplace and Azure Marketplace listings to streamline procurement. Named enterprise customers included Bill (HPE), Informatica, and Harbor Freight Tools, with vertical exposure spanning technology and retail. Pricing was quote-based annual enterprise subscription with no public price points disclosed.
In January 2025, Observo AI raised $15 million in seed funding co-led by Felicis and Lightspeed Venture Partners. Approximately eight months later, in September 2025, SentinelOne acquired the company for $225 million and integrated the technology into its Singularity Platform as Singularity AI Data Pipelines. Post-acquisition, Observo AI's technology forms part of SentinelOne's broader AI-native security stack alongside AI SIEM, Data Lake, and Purple AI, and is marketed through SentinelOne's global sales organization and platform presence.
Observo AI firmographics
Firmographics- Name
- Observo AI
- Website
- https://observo.ai
- Company type
- Private
- Founded year
- 2022
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Observo AI built an AI-native data pipeline platform that uses agentic AI, LLMs, and ML to filter, normalize, and enrich security telemetry for enterprise SOCs and DevSecOps teams, reducing SIEM data volumes by up to 80%. Acquired by SentinelOne for $225M in September 2025 and integrated as Singularity AI Data Pipelines.
- Ownership category
- akta.pro rank
Observo AI industry classification
Industry- Product category
- Security Data Pipeline Platform
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)
Keywords
Where Observo AI is headquartered
LocationHeadquarters
- HQ city
- Newark
- HQ country
- United States
- HQ region
- North America
Markets served
Observo AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- AI Data Pipeline Platform Subscription: Enterprise subscription model for AI-powered data pipeline services that help organizations manage security telemetry and reduce observability costs
- Enterprise Software Licensing: Platform licensing to enterprises for security data management and SIEM augmentation
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription pricing for AI data pipeline platform |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels3 records
Observo AI product offering
Product offeringCore offering
Observo AI provides an AI-native data pipeline platform that uses machine learning, large language models, and agentic AI to filter, normalize, and enrich security telemetry before it reaches the SIEM. The platform reduces data volume by up to 80%, accelerates onboarding of new data sources through AI-driven OCSF schema normalization, and speeds SIEM migration without requiring pipeline rewrites. Following SentinelOne's September 2025 acquisition, the technology is now marketed as Singularity AI Data Pipelines within the Singularity Platform.
Product overview
Observo AI was an independent AI-native data pipeline company that developed agentic AI-powered data pipelines to address data sprawl, rising costs in observability and security, and increasing data volumes driven by AI adoption. The company was acquired by SentinelOne for $225 million in September 2025 and its technology was integrated into the SentinelOne Singularity Platform as 'Singularity AI Data Pipelines'. The standalone products included Orion (AI Data Engineer Assistant) and the core agentic AI-powered data pipeline platform. Post-acquisition, the technology now forms part of SentinelOne's unified security platform alongside AI SIEM, Data Lake, and Purple AI products.
Differentiator
Problem solved
Functional benefit
Brands
- Singularity AI Data Pipelines: AI-powered data optimization layer that filters, normalizes, and enriches security telemetry before it reaches SIEM, reducing data volume by up to 80% while improving detection and investigation quality. Originally developed by Observo AI and integrated into SentinelOne's Singularity Platform following the acquisition.
Products and services
- Singularity AI Data Pipelines An AI-powered data optimization layer built into the SentinelOne Singularity Platform that filters, normalizes, and enriches security telemetry before it reaches the SIEM, reducing data volume by up to 80% while improving detection and investigation quality for enterprise SOC teams. Originally developed by Observo AI.
- Orion AI Data Engineer Assistant An AI assistant for security and DevOps data management that uses agentic AI capabilities to help teams manage telemetry pipelines more efficiently through conversational interactions and automated optimization workflows.
Quantifiable outcome
- Up to 80% reduction in data volume before reaching SIEM
- +2 more outcomes
Companies that use Observo AI
Customer profileNamed customers3 records
Segments2 records
Ideal customer profiles2 records
Observo AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability4 records
Feature3 records
Observo AI partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered regional, flagship and core.
- SiS TechnologiesregionalObservo AI and SiS Technologies formed a partnership to meet Singapore's data pipeline demands, expanding presence in the Southeast Asian market through local technology collaboration.
- SentinelOneflagshipSentinelOne acquired Observo AI for $225 million in September 2025, integrating the technology as Singularity AI Data Pipelines into the Singularity Platform to strengthen AI-powered security offerings.
- Microsoft AzurecoreObservo AI joined the Azure Marketplace, making its AI-powered telemetry data pipeline available for deployment and procurement through Microsoft's cloud platform.
- Amazon Web ServicescoreObservo AI joined the AWS Marketplace with its AI-powered observability pipeline, enabling AWS customers to easily discover, try, and purchase the platform.
Scale indicators3 records
Recent moves7 records
Expansion highlights6 records
Observo AI competitors and assessment
Company assessmentBroad incumbents
- Sumo Logic: Sumo Logic provides cloud-native log management and security analytics with ingest optimization features that overlap with Observo AI's data reduction and enrichment capabilities.
- Splunk: Splunk is the dominant enterprise SIEM and observability platform. With native AI features and data management capabilities, it competes with Observo at the customer level for telemetry processing and analytics budgets.
- Elastic: Elastic offers the Elastic Stack (Elasticsearch, Kibana, Logstash) for observability and security, including Logbeat/Logstash for data ingestion and transformation that competes with Observo AI pipelines.
- Dynatrace: Dynatrace offers an AI-powered observability and security platform with its own data pipeline and analytics layer, competing for the same enterprise telemetry-processing wallet share as Observo AI.
- Datadog: Datadog is a broad cloud observability and security platform that handles telemetry ingestion, processing, and analysis. It overlaps with Observo AI where customers consolidate data pipelines into a single vendor.
- Google Chronicle (Chronicle SIEM): Google Cloud's Chronicle provides hyperscaler-scale SIEM and telemetry processing for security operations. Native AI-driven data optimization inside Chronicle competes with Observo AI's standalone value proposition.
Direct peers
- Cribl: Cribl is the leading independent observability pipeline vendor (Cribl Stream, Cribl Search) and is the most direct competitor to Observo AI in routing, filtering, and enriching telemetry before it reaches SIEMs and data lakes.
- Mezmo (formerly Logz.io): Mezmo provides an AI-driven telemetry data pipeline platform for security and DevOps teams, directly overlapping with Observo AI's value proposition of reducing SIEM costs and accelerating incident response.
Emerging players
- Grafana Labs: Grafana Labs (LGTM stack, including Loki for logs) offers observability tooling with growing data routing and transformation capabilities that increasingly overlap with observability pipeline vendors like Observo AI.
- Tenzir: Tenzir focuses on security data pipeline management for SOCs, with routing, enrichment, and OCSF-style normalization — a narrower but adjacent competitor to Observo AI's security telemetry optimization.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Observo AI social profiles
Digital presenceObservo AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Observo AI leadership team
Management profileNumber of profiles
Profiles5 records
Observo AI funding detail
Funding detailFunding overview
Funding rounds1 record
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Observo AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Observo AI
What does Observo AI do?
Observo AI provides an AI-native data pipeline platform that uses machine learning, large language models, and agentic AI to filter, normalize, and enrich security telemetry before it reaches the SIEM. The platform reduces data volume by up to 80%, accelerates onboarding of new data sources through AI-driven OCSF schema normalization, and speeds SIEM migration without requiring pipeline rewrites. Following SentinelOne's September 2025 acquisition, the technology is now marketed as Singularity AI Data Pipelines within the Singularity Platform.
Is Observo AI a public or private company?
Observo AI is a private company. It is classified as corporate owned and is currently acquired.
When was Observo AI founded?
Observo AI was founded in 2022. It employs 11 to 50 people.
Where is Observo AI based?
Observo AI is headquartered in Newark, United States, in the North America region.
How does Observo AI make money?
Two revenue lines are on record. AI Data Pipeline Platform Subscription is the primary driver. The others are enterprise Software Licensing.
Who are Observo AI's main competitors?
Broad incumbents on record are Sumo Logic, Splunk, Elastic, Dynatrace, Datadog and Google Chronicle (Chronicle SIEM). Direct peers are Cribl and Mezmo (formerly Logz.io). Emerging players are Grafana Labs and Tenzir.
Does Observo AI have an API?
No public API is recorded for Observo AI.
What industry is Observo AI in?
Observo AI's product category is Security Data Pipeline Platform. Its primary akta.pro industry code is HDAEANAF, AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety). Its NAICS code is 51821 and its SIC code is 7372.