Business users need answers — but every question triggers the same slow cycle:
Analysts translate vague questions into SQL and joins
Engineers build new pipelines for one-off requests
Insights arrive weeks later — too late to act
The problem isn’t skill. It’s speed. Traditional processes can’t keep up with the pace of AI-driven business.
What you can do:
Explore any dataset conversationally, no SQL required.
Each answer includes context, lineage, and accuracy validation.
Refine follow-ups or compare results in seconds.
Publish Data Answers to your marketplace for others to build on.
Unlike BI copilots or chatbots that work only on curated datasets, Mantra connects directly to your entire data estate. Governed, contextual, and live.
How Mantra delivers trusted answers:
Aggregates definitions and metadata for accuracy.
Queries across cloud, SaaS, and on-prem sources — zero data movement.
Retains context and preferences for fluid exploration.
turnaround from question to answer — reducing time from days to minutes
by asking questions that were previously impossible to answer
Maintain strategic flexibility and enhance the tools you are already using
Optimize campaign performance and iterate on new ideas faster. Ask which channels drive qualified leads, test messaging hypotheses across platforms, and identify high-value audience segments — all without waiting for data pipelines.
Spot pipeline risks and accelerate deals in real time. Surface at-risk accounts, analyze win/loss patterns across deal stages, and connect sales activity to product engagement — instantly, across CRM, support, and usage data.
Close faster and with confidence. Reconcile revenue across billing and accounting systems, investigate discrepancies at the transaction level, and validate financial metrics — all with complete traceability and lineage.