Observo AI

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.

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

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

• AI data pipelines
• Security observability
• SIEM optimization
• Telemetry management
• Data normalization

Headquarters

HQ city

Newark

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. AI Data Pipeline Platform Subscription: Enterprise subscription model for AI-powered data pipeline services that help organizations manage security telemetry and reduce observability costs
2. Enterprise Software Licensing: Platform licensing to enterprises for security data management and SIEM augmentation

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels3 records

Core 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

Named customers3 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability4 records

Feature3 records

Partnerships

Four partnerships are on record, tiered regional, flagship and core.

• SiS TechnologiesregionalStrategic or Co-development Partner · 3 December 2025Observo 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.
• SentinelOneflagshipStrategic or Co-development Partner · 1 September 2025SentinelOne 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 AzurecoreTechnology or Integration · 27 September 2024Observo AI joined the Azure Marketplace, making its AI-powered telemetry data pipeline available for deployment and procurement through Microsoft's cloud platform.
• Amazon Web ServicescoreTechnology or Integration · 21 July 2024Observo 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

Broad 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

• Xx.com/ObservoAI

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds1 record

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Observo AI