Observe, Inc. Tech Stack

AI-powered observability platform storing logs, metrics, and traces in a unified data lake

Software Development San Mateo, California 201–500 employees Founded 2017 Privately Held

Observe builds an AI-powered observability platform designed to consolidate logs, metrics, and traces into a single data lake—Snowflake + Trino + ClickHouse architecture—eliminating the tool fragmentation typical of enterprises running separate log aggregation, APM, and metrics systems. The engineering-heavy hiring composition combined with active work on query optimization and streaming pipelines suggests the company is addressing a core pain point: reducing query execution times and costs for customers dealing with high-volume telemetry.

Tech Stack 44 technologies

Core StackSnowflake Trino ClickHouse Apache Iceberg Prometheus Kubernetes React TypeScript JavaScript Jenkins Go GraphQL PostgreSQL Python AWS Nomad Terraform Ansible Docker Splunk New Relic Datadog Grafana Elasticsearch Loki OpenTelemetry Jaeger D3.js Sass Sumo Logic+11 more

AdoptingTerraform SAML

What Observe, Inc. Is Building

◆Challenges

Improving performance of execution features
Reducing query execution times and costs
Improving audit readiness
Troubleshooting distributed applications
Identifying security vulnerabilities
Reducing outages
Highly regulated environments
Enterprise adoption of observability
Complex multi-stakeholder implementations
Reducing mttr

▲Active Projects

Interactive data-rich ui
Automated system parameter adjustments
Token indices feature development
Core observability features
Build automation to eliminate repetitive work
Guided user flows backend features
Computation platform benchmarks and optimizations
Streaming data pipeline improvements
Improve build and release workflows
Substantial product features

Hiring Activity

Minimal20 roles · 0 in 30d

Department

Engineering

Marketing

Data

Security

Seniority

Mid

Senior

Lead

Manager

Staff

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About Observe, Inc.

Observe delivers observability software for enterprises managing distributed applications across highly regulated environments. The platform ingests telemetry data—logs, metrics, traces—through a unified storage layer (data lake) rather than separate systems, reducing operational complexity and infrastructure costs. The company serves mid-market to enterprise buyers who prioritize incident detection speed and operational cost efficiency. Engineering focus areas include core observability features, automated system tuning, streaming data pipeline improvements, and query performance optimization.

HeadquartersSan Mateo, California

Company Size201–500 employees

Founded2017

Hiring MarketsUnited States, United Kingdom, Switzerland

Frequently Asked Questions

What tech stack does Observe use?

Observe's platform is built on Snowflake, Trino, ClickHouse, and Apache Iceberg for storage and querying; Kubernetes, Docker, and Terraform for infrastructure; React, TypeScript, and GraphQL for frontend; and integrates with Prometheus, Jaeger, OpenTelemetry, and compatible with Datadog and New Relic exports.

What is Observe working on?

Current projects include interactive data-rich UI improvements, automated system parameter tuning, token indices features, guided user flows, streaming data pipeline enhancements, and computation platform benchmarking to reduce query execution times and costs.