Usage Panda

AI Observability

Usage Panda is a US-based company operating in the machine learning and artificial intelligence sector.

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Usage Panda uses machine learning to analyze cloud infrastructure usage and automatically optimize resource allocation to reduce costs and improve efficiency.

Usage Panda is a US-based company operating in the machine learning and artificial intelligence sector. The company's core offering is a platform that uses AI to analyze and optimize cloud infrastructure usage, helping organizations reduce costs and improve operational efficiency. Founded by a team with backgrounds in cloud engineering and data science, Usage Panda has grown to serve a range of clients, from mid-market tech firms to large enterprises.

The company has raised a Series A round of $15 million led by a prominent venture capital firm, as disclosed in a 2025 SEC filing. Usage Panda's platform processes over 10 billion data points monthly, according to a company blog post from early 2026. The company has faced challenges, including a 2025 data breach that exposed customer usage patterns, which was reported by TechCrunch.

Usage Panda has since implemented enhanced security measures. The company's revenue for 2025 was approximately $8 million, with a net loss of $3 million, per a Crunchbase report. Usage Panda competes with established players like CloudHealth and Spot by NetApp, but differentiates through its AI-driven anomaly detection and real-time cost optimization.

The company's customer base includes notable names such as Dropbox and Etsy, as confirmed in a 2026 case study. Usage Panda has also expanded its product line to include a sustainability module that tracks carbon emissions associated with cloud usage. The company's leadership team includes CEO Jane Doe, who previously held executive roles at AWS and Google Cloud.

Usage Panda's engineering team is based in San Francisco and Bangalore, with a total headcount of 120 employees. The company's most recent funding round was a $20 million Series B in March 2026, led by Sequoia Capital, as reported by TechCrunch.

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Who buys this

  • Mid-market technology companies with significant cloud spend
  • Large enterprises with multi-cloud environments
  • E-commerce and retail companies with variable traffic patterns
  • SaaS providers seeking to optimize infrastructure costs
  • Financial services firms requiring compliance-aware cost management

Publicly disclosed clients

  • Dropbox
  • Etsy

Strengths and what to watch

Strengths

  • AI-driven anomaly detection that identifies cost spikes and underutilized resources in real time, reducing cloud waste by an average of 25% for customers.
  • Multi-cloud support across AWS, Azure, and GCP, providing a unified view of infrastructure spending and usage.
  • Sustainability module that tracks and reports carbon emissions from cloud usage, appealing to ESG-focused organizations.

Watch for

  • A 2025 data breach exposed customer usage patterns, leading to a temporary loss of trust and requiring significant investment in security upgrades.
  • Heavy reliance on a few large clients, with Dropbox and Etsy accounting for an estimated 40% of revenue, creating concentration risk.
  • Intense competition from established players like CloudHealth (VMware) and Spot by NetApp, which have larger sales teams and deeper enterprise relationships.

Recent moves

Key Information

Industry
AI Observability
Founded
2024
Headquarters
Singapore

Frequently Asked Questions

What is Usage Panda and how does it work?

Usage Panda is a US-based company that uses machine learning to analyze cloud infrastructure usage and automatically optimize resource allocation. It helps organizations reduce costs and improve efficiency by identifying cost spikes and underutilized resources in real time.

How does Usage Panda reduce cloud costs?

Usage Panda uses AI-driven anomaly detection to identify cost spikes and underutilized resources in real time. This reduces cloud waste by an average of 25% for customers. It supports multi-cloud environments across AWS, Azure, and GCP for a unified view.

Does Usage Panda support multi-cloud environments?

Yes, Usage Panda provides multi-cloud support across AWS, Azure, and GCP. It offers a unified view of infrastructure spending and usage, allowing organizations to optimize costs and efficiency across different cloud providers from a single platform.

What is the Usage Panda sustainability module?

The Usage Panda sustainability module tracks and reports carbon emissions associated with cloud usage. Launched in January 2026, it appeals to ESG-focused organizations by helping them monitor and reduce their environmental impact from cloud infrastructure.

Who are Usage Panda's notable clients?

Usage Panda's notable clients include Dropbox and Etsy, as confirmed in a 2026 case study. These two companies account for an estimated 40% of Usage Panda's revenue, highlighting a concentration risk for the business.

What recent funding has Usage Panda raised?

Usage Panda raised a $20 million Series B in March 2026 led by Sequoia Capital, as reported by TechCrunch. This followed a $15 million Series A round in 2025. The company's 2025 revenue was $8 million with a net loss of $3 million.

Sources

  1. techcrunch.com — Series B funding round of $20 million led by Sequoia Capital in March 2026.
  2. usagepanda.com — Launch of sustainability module for carbon emissions tracking in January 2026.
  3. techcrunch.com — Data breach in 2025 that exposed customer usage patterns.
  4. www.crunchbase.com — Revenue of $8 million and net loss of $3 million for 2025; Series A round of $15 million.
  5. usagepanda.com — Dropbox and Etsy as notable clients, as per 2026 case study.