DataFactZ Canvas — Transform Dashboards into Conversations

Canvas is an AI-powered analytics platform that transforms Power BI dashboards into intelligent conversations. Ask questions in natural language. Get instant, accurate answers. Explore data without writing SQL, DAX, or any code. Canvas brings the power of large language models to your existing Power BI environment — no migration, no new data pipelines, no learning curve.

What Canvas Does

Canvas sits on top of your Power BI datasets and reports, adding a conversational AI layer that lets anyone — executives, analysts, operations teams — query data by simply asking questions. Instead of navigating filters, clicking slicers, and building ad-hoc reports, users type or speak their question: "What were our top-selling products last quarter?" or "Why did revenue drop in the Southeast region?" Canvas translates the question into the right query, fetches the answer, and presents it in seconds.

Key Capabilities

Natural Language Querying

Ask questions in plain English — Canvas understands context, synonyms, date ranges, comparisons, and business terminology specific to your organization. The AI handles complex, multi-part questions and remembers conversation context so follow-ups feel natural. "Show me Q4 sales" followed by "Break that down by region" just works.

AI-Powered Insights

Canvas does not just answer questions — it proactively surfaces insights. The AI detects anomalies, highlights trends, and suggests follow-up questions you might not have thought to ask. When revenue dips, Canvas can tell you which products, regions, or customer segments are responsible.

Custom Power BI Visuals

Canvas includes a growing library of 15+ custom Power BI visuals built for modern dashboards: richer formatting, smoother animations, deeper interactivity, and better performance on large datasets. Drop them into any Power BI report — no Canvas subscription required for the visuals themselves.

Enterprise Security

Canvas inherits row-level security (RLS) and workspace permissions from Power BI. Users only see data they are authorized to access. Data never leaves your tenant, and the AI does not train on your proprietary information. SSO, audit logging, and SOC 2 / GDPR compliance are standard.

Canvas Custom Power BI Visuals

Every Canvas visual is crafted to enhance your reports with capabilities designed for modern dashboards. Pixel-perfect control, layered transparency effects, smooth animations, rich drill-through, optimized performance on large datasets, and exportable to PDF, Excel, and images.

Canvas Table

A flexible, full-featured table for Power BI. In-cell sparklines and bar charts. Drag-and-drop pivoting and grouping. Cell merging and conditional formatting. Excel-like sorting, filtering, and search. Row grouping with expand/collapse. Export to CSV and HTML. State persistence across sessions.

Canvas Bar Chart

Classic bars with advanced formatting. Stacked and clustered layouts. Gradients, shadows, and rounded corners. Filtering, drill-down, and tooltips. Zoom control for specific data ranges. Markers and target tracking.

Canvas KPI Card

Headline metrics at a glance. Value, target, and variance per card. Status indicators based on thresholds. Sparkline trends for performance tracking. Icons, badges, and responsive layouts. Conditional formatting and smooth animations.

Canvas Line / Area Chart

Time-series trends, smooth and clear. Standard, stacked, and 100% stacked modes. Multi-series comparison with dual-axis support. Advanced line rendering and interpolation. Anomaly detection for spikes, dips, and trend changes. Small multiples for large datasets.

Canvas Pie Chart

Part-to-whole composition. Pie, donut, and infographic styles. Proportional slice sizing. Slice selection, hover, and tooltips. Cross-filtering with other Power BI visuals. Clear labels and responsive layout.

Canvas Radial Spectrum

Circular categorical comparisons. Radial and radial bar chart modes. Multi-ring layout for categories. Tooltips, hover effects, smooth animations. Customizable labels, legends, and central value. Gradient coloring and ring styling.

Canvas Gauge Chart

Progress against a target. Segmented or continuous gauge formats. Color-coded thresholds: safe, warning, critical. Smooth animations and gradient styling. Dynamic values and status labels.

Canvas Butterfly Chart

Mirrored comparisons across groups. Side-by-side comparison with central axis. Ranked structure highlights top performers. Tooltips, highlighting, and filtering. Ideal for before/after, male/female, or A/B comparisons.

Canvas Funnel Chart

Visualize drop-off through stages. Tapered funnel shows stage progression. Ranking and sorting highlight top contributors. Proportional values for conversion and drop-off analysis. Gradient styling with smooth animations.

Canvas Decomposition Tree

Explore a measure across dimensions. Hierarchical drill-down for root-cause analysis. Multiple measures for KPI comparison. Highlights top and bottom contributors. KPI indicators at each level. Expandable and collapsible tree nodes.

Canvas Honeycomb Chart

Tile layout for many categories. Hexagon grid in 2D and 3D. Dual-measure values within each hexagon. Rich animations and rendering styles. Interactive filtering, highlighting, and tooltips. Gradients, palettes, and advanced styling.

Canvas Bullet Chart

Actual vs target with performance bands. Horizontal bars compare actual to target. Quality bands: bad, satisfactory, good. Target markers and comparison overlays. Time-based play axis for trends.

Canvas Vertical Line Chart

Trend lines, vertical orientation. Horizontal tracks with a shared axis. Multi-axis and multi-measure per track. Hover crosshair and track selection. Progressive loading for large datasets.

Canvas 3D Scatter Plot

Three-dimensional data exploration. X, Y, Z plotting with 100K+ points. GPU-accelerated rendering. Rotation, zoom, and camera controls. Color gradients, point shapes, and sizes. Animations, tooltips, and hover effects.

Canvas Maps

Geo-mapping with custom layers. Tile and shape maps in multiple styles. Marker, choropleth, and heatmap layers. Region selection: lasso, country, bounding box. Interactive filtering with tooltips. Responsive rendering for large datasets.

How Canvas Works

Step 1 — Connect

Canvas connects directly to your existing Power BI tenant. We configure permissions, map your datasets, and index your data model so the AI understands your business terminology, measures, and relationships. Setup typically takes less than a day.

Step 2 — Ask

Users open Canvas and type or speak their question. The AI parses the natural language, identifies the relevant datasets and measures, builds the appropriate query, and executes it against Power BI. Complex questions are broken into sub-queries and reassembled into a coherent answer.

Step 3 — Explore

Canvas returns the answer with supporting visualizations. Users can drill down with follow-up questions — the AI maintains context throughout the conversation. Insights are shareable, exportable, and can be pinned to Power BI dashboards for ongoing monitoring.

Why Choose Canvas

No Learning Curve

Anyone who can ask a question can use Canvas. No DAX, no SQL, no report-building skills required. Executives get answers without waiting for analyst availability. Analysts spend time on strategic work instead of ad-hoc report requests.

Faster Time to Insight

Questions that used to require building a new report — or waiting for someone to build it — are answered in seconds. Canvas accelerates decision-making across the organization.

Works with What You Have

Canvas layers on top of your existing Power BI environment. No data migration, no new pipelines, no duplicate infrastructure. Your current dashboards, data models, and governance stay in place.

Modern AI, Not Legacy NLP

Canvas uses state-of-the-art large language models that understand language far better than traditional NLP. It handles ambiguity, context, synonyms, and complex multi-step reasoning — capabilities that make the difference between a frustrating Q&A experience and one that feels magical.

Frequently Asked Questions

What is DataFactZ Canvas?

DataFactZ Canvas is an AI-powered analytics platform that transforms Power BI dashboards into intelligent conversations. Users can ask questions in natural language and receive instant, accurate answers from their data without writing SQL, DAX, or any code. Canvas also includes a growing library of custom Power BI visuals with enhanced formatting, interactivity, and performance.

How does Canvas transform dashboards into conversations?

Canvas uses advanced AI to understand your questions in plain English and automatically translates them into the right queries against your Power BI datasets. Ask "What were our top-selling products last quarter?" and Canvas returns the answer instantly — no need to navigate filters, slicers, or build custom reports. The AI understands context, remembers previous questions in the conversation, and can drill down into details on follow-up.

What custom Power BI visuals does Canvas include?

Canvas includes 15+ custom Power BI visuals: Canvas Table with in-cell sparklines and drag-and-drop pivoting; Bar Chart with gradients and markers; KPI Card with trend sparklines; Line/Area Chart with multi-series and anomaly detection; Pie Chart with drill-through; Radial Spectrum for circular comparisons; Gauge Chart with thresholds; Butterfly Chart for mirrored comparisons; Funnel Chart for conversion tracking; Decomposition Tree for root-cause analysis; Honeycomb Chart for tile layouts; Bullet Chart for actual vs target; Vertical Line Chart; 3D Scatter Plot with GPU acceleration; and Canvas Maps with custom layers.

Does Canvas work with existing Power BI reports?

Yes. Canvas connects directly to your existing Power BI datasets and reports. There is no migration required — you keep your current dashboards, data models, and security configurations. Canvas adds a conversational AI layer on top, so users can query the same data they already see in Power BI, just using natural language instead of clicking through reports.

Is Canvas secure for enterprise data?

Canvas is built for enterprise security. It inherits row-level security (RLS) and workspace permissions from Power BI, so users only see data they are authorized to access. All queries are processed through secure APIs, data never leaves your Power BI tenant, and the AI does not train on your proprietary data. Canvas supports SSO, audit logging, and compliance with SOC 2 and GDPR requirements.

How is Canvas different from Power BI Q&A?

Canvas uses modern large language models (LLMs) that understand natural language far better than traditional NLP-based Q&A. Canvas handles complex, multi-step questions; maintains conversation context across follow-ups; provides explanations of its answers; and suggests follow-up questions. The AI can also reason across multiple datasets, compare time periods, and identify anomalies automatically — capabilities beyond Power BI Q&A.

What are the benefits of Canvas custom visuals vs native Power BI visuals?

Canvas custom visuals offer pixel-perfect formatting, rich animations, advanced interactivity, and features not available in native visuals. For example, Canvas Table includes in-cell sparklines, drag-and-drop pivoting, column merging, and state persistence. Canvas charts support gradients, shadows, GPU-accelerated rendering for 100K+ data points, and exportable formats. Every visual is optimized for large datasets and modern dashboard aesthetics.

How do I get started with Canvas?

Request a demo at datafactz.ai/schedule-demo and our team will walk you through Canvas with your own data. Setup takes less than a day for most organizations — we connect to your Power BI tenant, configure permissions, and you are ready to start asking questions. Enterprise pilots are available for teams wanting to evaluate Canvas with a subset of dashboards before broader rollout.

Get Started with Canvas

Transform your dashboards into conversations. Request a demo to see Canvas in action with your own data, or contact our sales team to discuss enterprise deployment.

• Request a Demo — See Canvas with your own Power BI data
• Contact Sales — Discuss enterprise pricing and deployment

About DataFactZ

DataFactZ is a data and AI consultancy specializing in Power BI, Microsoft Fabric, and AI-powered analytics. We help enterprises modernize their analytics stack, migrate legacy BI platforms to Power BI, and deploy AI solutions that turn data into competitive advantage. Canvas is our flagship product for conversational analytics.