How WisdomAI Went from Fragmented Cloud Tools to AI-Powered Observability with Oodle
“It's like going from a rudimentary product to a proper product. So developers were very excited, very happy, and they still are.”
WisdomAI is building an agentic data analytics platform that enables enterprises to get insights at their fingertips using natural language.
Challenge
“We had several deployments running across AWS, Azure, GCP, and customer environments. We needed consolidated observability and alerting on top of that.”
“If I want to search for an error, I would have to go to different accounts, different projects on GCP, and figure out what the data is.”
WisdomAI is democratizing access to all data sources via Agentic Intelligence. However, their observability stack was fragmented across clouds and 6+ tools. This was slowing down their development velocity and making it difficult to quickly identify which all customer deployments are impacted on any incidents since observability data was spread across multiple tools with their own query languages and UI interfaces.
Pain Points:
Solution
Why WisdomAI Chose Oodle
“We wanted something more modern, something newer. We wanted to bet on something which is more AI-forward, more AI-native.”
“Without Oodle, we'd have to spend time cutting down on traces due to cost. At the growth stage, we just want to focus on building new things.”
WisdomAI needed a centralized observability platform that could span its multi-cloud deployments. After evaluating alternatives, including Datadog (ruled out on cost - estimated at roughly $100K per quarter) and GCP Stackdriver (ruled out on UX), they chose Oodle for its modern experience, AI-native capabilities, and cost efficiency.
What made the difference:
Impact
Developer Happiness and Adoption
“Learning and using PromQL is a pain. Now, I just prompt Oodle's AI Assistant to create a dashboard containing these panels and it just works. It is magical.”
“I didn't think changing the logging software would affect my life so much! Oodle has been pretty good so far.”
Developers saw productivity improvements from day one. The impact was beyond cost savings. Oodle changed how engineers debug, build dashboards, and handle incidents.
“It's the best way to do observability. I'm actually surprised that you get such good observability at a cheaper cost than the native AWS and GCP capabilities.
Oodle MCP server is a game changer for us.”
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