See it. Trust it. Profile it. Visualize it. Narrate it. Chat with it. One workspace. No tool switching.
DataLens is xAQUA's unified data exploration, profiling, visualization, and conversational analytics workspace. Users don't just receive rows and columns โ they get the data, its structure, its quality, its semantics, and the tools to analyze it in one integrated experience.
In xAQUA, data is never delivered as just a table. Quality, structure, semantics, and analytics come with it โ by default.
Most data tools hand back a table and walk away. The user is left to figure out what it means, whether it's complete, what the columns actually represent, and which tool to open next to make it useful.
DataLens flips that. Every dataset arrives analyzable, explainable, and analysis-ready โ with quality signals, schema, semantic context, profiling, smart visualization, narrative explanation, and natural-language chat all in one place. Because DataLens is built inside the xAQUA platform, it is not a bolt-on dashboard product or a separately licensed BI layer. It is a native xAQUA experience built on the same semantic foundation and data quality framework that power the rest of the platform.
Don't deliver data. Deliver understanding.
DataLens sits on top of the data you already have. xAQUA does not store or move it โ it understands it, profiles it, visualizes it, and lets you chat with it where it lives.
Profile, structure, view, visualize, narrate, and chat โ without leaving the dataset, without learning a second tool, without exporting a row.
Every dataset opened in DataLens is profiled automatically. No script. No "go run the EDA notebook first." Just open the data and see what's actually there.
For each column: distribution chart, top values, count of nulls and NaNs, min/max/mean/median, standard deviation, unique value count. The full statistical picture, on every field, every time.
DataLens uses LLMs to pick the right chart from your question and your data shape โ then narrates what the chart actually shows in plain business language.
Every dataset in DataLens comes with ConverseDataIQ built in. No new tab, no new tool, no SQL required. Just ask.
The chat understands the same governed metrics, the same semantic layer, and the same row-level security as the rest of the workspace. One number across every interface. One trusted answer.
Business users get answers without writing SQL. Analysts get a faster way to interrogate findings. Stewards get a chat that respects governance โ automatically.
Whether you describe it, drag it, or chat for it โ Smart Viz picks from a deep catalog of chart forms based on the shape of your data and the question being asked.
Every DataLens chart is a declarative spec โ metric, dimensions, transforms, chart type. Version-controlled, shareable, reproducible. The PNG in your deck has a living equivalent that refreshes against the source.
Edit the spec with plain English. Swap metrics. Change breakdowns. The chart redraws โ and every published instance updates.
# prompt "revenue by region โ show me where the money's coming from" โโ generated spec โโ type: area metric: total_revenue # via SemantIQ dim: region # 9 values, sorted by metric narrative: enabled # Auto Data Story axis: y_format: "$0M" highlight: "max" โโ execution โโ source Snowflake (live) rows 412,037 render 320ms status โ LIVE ยท embeddable ยท narrated
DataLens is a native xAQUA module โ built on the same semantic and quality foundation as the rest of the platform. It is included, not licensed.
DataLens is the unified workspace. The AI Data Analyst is the agent that decides when a chart is the right answer โ vs. a profile from DataLens, a narrative from Narratix, or a query in ConverseSQL.
One question. The Analyst picks the right tool, hands you the right artifact. You don't think about plumbing.
Meet the AI Data Analyst โCover, problem statement, the eight capabilities, the data profile detail, Smart Viz with auto data story, personas, and differentiators โ all in a four-page brief you can share with your team.
With DataLens, every dataset becomes transparent, explorable, visual, conversational, and ready for analysis โ all inside the xAQUA platform. See it live in a 30-minute demo.