Less babysitting, more analysis
Focus on new problems, not report clean-up.
Reusable, governed SQL logic
Maintain a single source of truth with versioning.
AI can help teams get answers faster. But without a reporting system underneath, it creates mistakes at scale (and sound confident). OWOX Data Marts makes AI accountable – by grounding it in analyst-defined logic and governed data.
AI infers business logic instead of using defined metrics
Confident answers hide ambiguity in joins and metrics definitions
Different people get different explanations for the same numbers
Data teams stay accountable for the result – without owning it
The result: speed increases, trust quietly erodes.

⚠️ Metrics definitions lives in each data analyst’s head...

🪨 They are scattered and depend on who asks the question...

❌ Logic or / and SQLs to define is implicit
AI fills the gaps with guesses – and explains them confidently.
That’s not intelligence. That’s risk.
OWOX lets you define logic once, and trust it everywhere. It’s the scalable, self-serve, governed reporting layer built for analysts
Store reusable SQL logic in one centralized, versioned place
Track query usage and automate data refreshes
Empower business teams with no-risk self-service access
Customize workflows with Apps Script, ChatGPT, or JS

“I finally have a clean place to store and version my SQL, while marketing gets the data they need without breaking anything”
Data Analyst
,
Subscription Brand
Focus on new problems, not report clean-up.
Maintain a single source of truth with versioning.
Business users self-serve without breaking things.
Turn manual chaos into scalable workflows.
By using governed, self-serve tools like OWOX BI that give teams access without giving up control.
OWOX BI lets you define SQL once, control access levels, and version everything. Users get the insights, you keep control.
Yes. OWOX supports scheduled refreshes and works with free tools like Apps Script or open-source connectors.
You can track which reports and queries are being used, by whom, and how often – perfect for maintenance and prioritization.
No. It’s a governed reporting platform that gives analysts control, traceability, and scale – without sacrificing access for others.