Company
Date Published
Author
Christina Noren
Word count
1000
Language
English
Hacker News points
None

Summary

Many organizations have historically resorted to sampling event data due to the prohibitive costs and limitations of traditional logging tools, but this practice can lead to significant issues such as lost observability, security vulnerabilities, and impediments in AI training. Axiom offers a solution that enables companies to log 100% of their event data without the financial burden typically associated with such comprehensive data retention. By optimizing data ingestion, storage, and querying processes through custom algorithms, Axiom allows businesses to maintain complete logs, which can enhance security, improve AI model training, and provide clients full transparency into their systems. This approach is especially beneficial for companies like B2B SaaS providers, which increasingly rely on comprehensive logging as part of their service offerings. Axiom charges customers based only on the amount of data ingested, offering a cost-effective alternative to sampling while allowing organizations to fully leverage their data insights.