Features
Enterprise BI, Without Enterprise Headaches
Packed with powerful features that your data team craves.
Connect
Any Source
databases, warehouses, files, and APIs
Visualize
30+ Types
KPIs, maps, and live schematics
AI-Powered
Agentic BI
ask questions, get instant answers
Secure
Fully On-Prem
no cloud connection required
Scalable
500 Users
on just two nodes
Connectivity
Connect to Your Data Wherever It Lives
MPP BI connects to almost any data source: old databases, cloud warehouses, spreadsheets, and APIs.
Relational databases
The everyday databases that run most business applications.
Data warehouses
Large central systems that pull data together for reporting and analytics.
- Teradata DWH
- SQL Server Analysis Services
- MDX-based analytical stores
Big data
Systems built to handle very large volumes of data.
Streaming
Live data that arrives continuously, such as sensor readings or event feeds.
Files
Upload spreadsheets and flat files directly, by hand or on a schedule.
- Excel (manual and automatic upload)
- CSV
- ODS
- Parquet and Avro
- DBF
- QVD
APIs
Connect using the standard methods other software already provides for sharing data.
Visualization
30+ Visualization Types, Ready to Use
MPP BI includes more than 30 visualization types, ready to use out of the box.
KPIs
Trend graphs, KPI cards, and metric displays that put your key numbers in one view.
Maps
Plot data by location, built on standard services like Google Maps, OpenStreetMap, and ArcGIS.
Live schematics
Interactive diagrams of equipment or facilities. Each part responds to clicks and changes color to show its current status.
Heat maps and layouts
Floor plans, shop layouts, and blueprints, with your data laid over the actual space.
Status indicators
Red, yellow, and green signals that show how far each value sits from its target.
Two-axis charts
Compare two metrics with different units on one chart, like sales against temperature.
Rankings and breakdowns
Sort and break down data to surface top and bottom performers.
Drill-down
Move from a high-level number down to the individual transactions behind it.
Target monitoring
Track performance against targets at every level, from executives to daily operations.
Presentations and reports
Turn your dashboards and charts into presentations and reports.
Export
Save charts as images (PNG) and tables as Excel files (XLSX).
Embedding
Embed MPP BI dashboards into any other system or a public website.
AI and Machine Learning Features
MPP BI works with AI and machine learning, applied to your own data. These features are available on request, so you can add the ones you need, when you need them.
Agentic BI
An AI assistant that works inside MPP BI. Just ask it, in plain words, to pull data, build a dashboard, create a report, or look into a question. It does the work and brings you the answer.
Plain-language summaries
MPP BI can add a sentence or two explaining what it shows, so anyone can understand it.
Forecasting
MPP BI looks at your past numbers and shows you what's likely to happen next, so you can plan ahead.
Build your own AI workflows
Connect AI models into your own step-by-step workflows using a simple, no-code tool. Turn any of your data processes into an AI assistant in just a few clicks.
Data preparation
MPP ETL: A Data Preparation Engine
MPP ETL (also called Lizardata) is an add-on for MPP BI. ETL stands for “extract, transform, load”, the standard term for taking data from a source, preparing it, and putting it where it's needed. MPP ETL collects data from your sources, cleans and organizes it, and prepares it for analysis.
Low-code setup
Set up your data flows visually, by connecting blocks together on screen (built on Node-RED). Add your own code when you need more control.
Connect to your sources
Works with Kafka, Redis, SAP RFC, PostgreSQL, ClickHouse, and any JDBC source.
Support data science work
Includes Jupyter Notebook, a common tool data scientists use to explore and work with data.
Keep up with live data
Processes up to thousands of events per second when handling fast, continuous data.
Handle large volumes
Works through big batches of data from any connected source.
Run faster
Tuned components for PostgreSQL, Kafka, ClickHouse, and Greenplum keep things moving quickly.
Run on a schedule
Set your data flows to run at fixed times, or have them start automatically when an event happens.
Security
Enterprise Security
For industries that want more security, an on-premise deployment is recommended. MPP BI runs on your own servers rather than in the cloud, so your data is fully under your control.
Safe sign-in
- Staff sign in with their existing company account, like Active Directory, Kerberos, or any LDAP system
- Fits your existing security setup: OAuth 2.0, OpenID Connect, and tools like KeyCloak
- Multi-factor authentication (MFA)
- Secure access for connected software via signed JWTs
Data kept safe
- Passwords are encrypted before storage, the real password is never kept anywhere
- Everything travels encrypted in transit, the same protection trusted by online banking
You decide who sees what
- Granular access control: set permissions separately for data sources, cubes, atlases, dashboards, and individual charts
- Row-level security: two people can open the same dashboard and each see only the records they’re allowed to
A full record of activity
- SIEM-based logs: every action recorded in a format that plugs into standard security monitoring tools, exportable anytime
On-premise deployment keeps your data fully under your own control, from sign-in through storage to the audit trail.
Customization
Built to Be Customized
This is a BI tool and a development platform in one. Out of the box it does the job. But if your team wants to shape it, almost nothing is off-limits.
Match your brand
Apply your full brand: your colors, fonts, logos, and styling throughout. The result looks like your own product, not a tool you bought.
Build the frontend your way
A JavaScript API lets your developers adjust filters, controls, and other on-screen features. Customization is done in React, the framework MPP BI's interface is built on.
Create your own visuals
Go beyond the standard charts. Build custom views for a single dashboard or redesign the whole interface, including interactive diagrams and facility layouts.
Turn it into a purpose-built tool
Reshape the platform into an application made for one specific job, on top of what’s already here.
Work with the source code
Depending on your license, the source code for all components is available, so your team can see how things work and build with full confidence.
Flexible Deployment
Runs Where You Want
Use your own infrastructure, set up the way you prefer. Whether you keep everything in-house, run it in the cloud, or mix both, it fits how you already work.
On-premise
Runs natively on Rocky Linux 8 and 9, Red Hat Linux, and works with UNIX-compatible systems.
In the cloud
Deploy on AWS, Azure, or Google Cloud.
In containers
Ships as Docker containers, one per component, so you can run them together or split them across setups.
In virtual machines
Comes as a ready-to-use image (OVA) for Hyper-V, VirtualBox, and KVM.
Start Small or Run a Full Cluster
Run it on a single machine, or across many. Both single-node and multi-node setups are supported, so you can match the size of your deployment to your needs.
Grow as Your Needs Grow
Horizontal scaling: spread the load across extra nodes using the built-in load balancer (Nginx), or split services across separate machines.
Vertical scaling: add more memory and processing power to the machines you already have.
What You'll Need to Run It
← swipe →| Minimum requirement | 500 usersFor 500 users at once | |
|---|---|---|
| Node(s) | 1 | 2 |
| Processor | 8 cores | 16 cores / each |
| Memory (RAM) | 24 GB | 32 GB / each |
High availability: database clustering (Patroni), hot and cold backup options.
Automatic backups: set backups to run on a schedule, so your data is always protected.
Not Sure Where to Start? Let's Talk It Through.
You've seen what MPP BI can do. The next step is seeing how it fits your data, your team, and the way you work. Tell us what you're trying to solve, and one of our experts will walk you through it.