Most people can’t get the data they need — not because they don’t know what to ask, but because they don’t know how to ask.
Traditional tools demand SQL, dashboards, or data modeling skills that create dependency and delay.
Mantra removes those barriers. It turns natural language into live, governed queries that span your entire data ecosystem — powered by the AI Insights Fabric.
Now, anyone can ask a question, get the right data, and trust the result.
Ask questions directly — no SQL or dashboards required.
Get accurate, contextual answers in seconds, not weeks.
Every answer is enriched with definitions, lineage, and rules from the Context Hub.
Mantra uses the Universal Query Engine to query live data across cloud, on-prem, and SaaS systems.
Translate plain-English questions into complex SQL automatically — across distributed data sources.
Mantra understands business terms, relationships, and prior interactions using metadata from the Context Hub.
Ask follow-ups, filter, and iterate without leaving the conversation — refining results in real time.
Each answer includes its SQL, source tables, and lineage so users can see exactly how the result was generated.
Share answers, comments, or validated results directly with teammates or publish them to the Data Answer Marketplace.
Mantra combines natural language understanding with orchestration logic from the Answer Orchestrator, context from the 360° Context Hub, and live access via the Universal Query Engine.
Together, they make it possible to talk to all your data in one place.
Interprets natural language and determines the meaning behind the question.
Identifies relevant data sources, joins, and filters through the Context Hub.
Executes federated queries in real time — no data movement or extraction.
Presents a trusted, explainable result with full context and lineage.
Users can iterate or publish the answer directly to the Data Answer Marketplace.
Translate plain-English questions into complex SQL automatically — across distributed data sources.
Governed, secure, and scalable — designed for business teams, analysts, and AI copilots alike.
Every answer can be shared, reused, or operationalized instantly — no additional tooling or pipelines required.