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Monitoring Enterprise

Observe Inc.

by Observe Inc.

Starting at

Custom pricing

AI-native observability platform with AI Investigator agents that autonomously investigate incidents across logs, metrics, and traces. Acquired by Snowflake (closed May 2026).

Last verified: June 2026

What is Observe Inc.?

Observe Inc. is an AI-native observability platform that leverages Snowflake's data cloud as its backend, giving enterprises the ability to store and query massive volumes of telemetry data at cloud-native scale. The platform raised $156M in Series C funding in 2025, validating its unique approach to observability.

Key Features

AI Investigator — Observe's signature feature. An AI agent that orchestrates domain-specific sub-agents to investigate incidents automatically. When an alert fires, AI Investigator queries logs, correlates metrics, traces requests, and surfaces the probable root cause — without requiring an engineer to manually dig through dashboards.

Snowflake-Native Architecture — By building on Snowflake, Observe inherits enterprise-grade security, compliance, and the ability to join observability data with business data in SQL. Teams that already use Snowflake for analytics get a unified data platform.

Unified Telemetry — Logs, metrics, traces, and events all live in the same data model, enabling cross-signal correlation that's cumbersome in siloed tools.

Dataset Acceleration — Observe's approach to indexing only what you query, keeping storage costs lower than traditional log management platforms.

AI Capabilities

Observe's AI Investigator is its primary differentiator — it's one of the most advanced autonomous investigation systems in observability. Rather than AI-assisted dashboards, it proactively investigates and summarizes incidents, drastically reducing MTTR.

Pricing

Enterprise pricing based on data volume. Custom quotes required.

Bottom Line

Observe Inc. is worth evaluating for data-sophisticated enterprises already on Snowflake who want AI-driven incident investigation. The $156M Series C at 180% NRR signals strong customer retention.

Pros

  • + AI Investigator runs autonomous incident investigations
  • + Built on Snowflake for massive scale and SQL-friendly analytics
  • + 180% net revenue retention rate
  • + Unified logs/metrics/traces in one platform

Cons

  • - Enterprise pricing only
  • - Requires Snowflake infrastructure familiarity
  • - Less mature ecosystem than Datadog or Splunk

What Users Actually Complain About

Acquired by Snowflake (~$1B, announced Jan 2026, closed May 2026) and being folded into Snowflake AI-powered observability — expect roadmap and packaging changes. Enterprise-focused and expensive; requires buy-in to its data model, which differs from traditional monitoring tools.

Skip it if:

You're not at enterprise scale or budget. Also avoid if your team isn't prepared for a significant learning investment in a new observability paradigm.

Based on community feedback from Reddit, HN, and G2 reviews.

Frequently Asked Questions

What is Observe Inc.?

AI-native observability platform with AI Investigator agents that autonomously investigate incidents across logs, metrics, and traces. Acquired by Snowflake (closed May 2026).

How much does Observe Inc. cost?

Observe Inc. uses a enterprise pricing model with plans starting at Custom pricing.

What are the main advantages of Observe Inc.?

The key advantages of Observe Inc. include: AI Investigator runs autonomous incident investigations; Built on Snowflake for massive scale and SQL-friendly analytics; 180% net revenue retention rate; Unified logs/metrics/traces in one platform.

What are the drawbacks of Observe Inc.?

Some limitations to consider: Enterprise pricing only; Requires Snowflake infrastructure familiarity; Less mature ecosystem than Datadog or Splunk.

What category does Observe Inc. belong to?

Observe Inc. is a Monitoring tool developed by Observe Inc..

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