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THE CONNECTED DATA PLATFORM

Your data.
One clear picture.

Bring your systems together. Turn scattered data into answers your organization can actually use.

Explore the platform Find your plan
Built for clarity. Designed for control.Follow the data 01 / THE BIG PICTURE
Connect what you haveTrust what you seeUse the tools you loveKeep your data yours

LESS FRAGMENTATION. MORE UNDERSTANDING.

A common ground
for your data.

Your systems do different jobs. Your data should still tell one coherent story. Centralize connects the pieces without asking you to replace everything.

See how it comes together
01

Connect your sources

Bring in data through APIs, Airbyte connectors, and file uploads. Choose the sources and schemas that matter to your department.

API integrationsFile ingestionScheduled sync
02

Make it consistent

Preserve source records, clean and standardize data, then build shared metrics. Trace useful answers back to the data behind them.

Data qualityLineageReusable transformations
03

Get answers your way

Explore dashboards or connect a compatible SQL, JDBC, or ODBC client. Use Superset, Power BI, or your preferred analytics workflow.

DashboardsFederated SQLOpen formats

CONNECT YOUR STACK

More connections.
One foundation.

From banking and business tools to operational systems and analytics. Explore what’s implemented, what we’re building, and the wider Airbyte ecosystem.

Implemented: existing platform pathIn development: validation or wiring underwayVia Airbyte: connector available; setup required

40 connector options

  • Input / Finance

    Plaid

    Bank accounts, balances and transactions.

    In development
  • Input / Finance

    Square

    Payments, orders and commerce activity.

    In development
  • Input / Finance

    BILL

    Accounts payable and receivable workflows.

    In development
  • Input / Finance

    QuickBooks Online

    Accounting records and business finances.

    In development
  • Input / Public safety

    NERIS

    National incident reporting records.

    Implemented
  • Input / Public safety

    NASA FIRMS

    Satellite fire detections and hotspots.

    Implemented
  • Input / Files

    CSV + JSON files

    Bring structured files into your data foundation.

    Implemented
  • Input / Files

    SFTP

    Scheduled file drops from existing systems.

    Implemented
  • Input / CRM

    Salesforce

    Customer, account and sales records.

    Via Airbyte
  • Input / CRM

    HubSpot

    Contacts, companies and sales activity.

    Via Airbyte
  • Input / CRM

    Zendesk

    Support tickets and customer interactions.

    Via Airbyte
  • Input / Finance

    Stripe

    Payments, subscriptions and revenue.

    Via Airbyte
  • Input / Databases

    PostgreSQL

    Relational tables and incremental changes.

    Via Airbyte
  • Input / Databases

    MySQL

    Operational database records.

    Via Airbyte
  • Input / Databases

    SQL Server

    Microsoft relational database records.

    Via Airbyte
  • Input / Productivity

    Google Sheets

    Spreadsheet data shared across teams.

    Via Airbyte
  • Input / Productivity

    Airtable

    Tables, records and connected workflows.

    Via Airbyte
  • Input / Productivity

    Notion

    Workspace databases and knowledge.

    Via Airbyte
  • Input / Productivity

    Monday.com

    Project boards and work tracking.

    Via Airbyte
  • Input / Productivity

    Slack

    Channels, messages and collaboration.

    Via Airbyte
  • Input / Productivity

    Jira

    Issues, projects and delivery activity.

    Via Airbyte
  • Input / Productivity

    GitHub

    Repositories, issues and engineering activity.

    Via Airbyte
  • Input / Operations

    ServiceNow

    Service management and operational records.

    Via Airbyte
  • Input / Operations

    PagerDuty

    Alerts and incident response activity.

    Via Airbyte
  • Input / Operations

    Datadog

    Monitoring and observability records.

    Via Airbyte
  • Input / Operations

    Twilio

    Communications and messaging records.

    Via Airbyte
  • Input / Public safety

    ImageTrend

    Specialist incident and patient-care integration.

    In development
  • Input / Operations

    Google Analytics 4

    Website analytics; pipeline validation pending.

    In development
  • Output / Analytics

    Apache Superset

    Dashboards and visual exploration.

    Implemented
  • Output / Analytics

    Trino

    Federated SQL over curated data.

    Implemented
  • Output / Analytics

    Power BI

    Connect through Trino; client setup required.

    SQL client
  • Output / Files

    CSV + JSON exports

    NERIS CSV, JSONL and NDJSON extracts.

    Implemented
  • Output / Storage

    S3 / MinIO + Iceberg

    Object storage with open table formats.

    Implemented
  • Output / Databases

    PostgreSQL staging

    Relational staging for ingestion.

    Implemented
  • Output / Storage

    Snowflake

    Deliver data to your cloud warehouse.

    Via Airbyte
  • Output / Storage

    BigQuery

    Deliver data to Google’s analytics warehouse.

    Via Airbyte
  • Output / Storage

    Amazon Redshift

    Deliver data to your AWS warehouse.

    Via Airbyte
  • Output / Storage

    Databricks

    Deliver data to your lakehouse.

    Via Airbyte
  • Output / Databases

    ClickHouse

    Deliver data for analytical queries.

    Via Airbyte
  • Output / Storage

    Azure Blob Storage

    Deliver files to Azure object storage.

    Via Airbyte

This is a selected catalog, not a live health check. Airbyte options require credentials, deployment compatibility and onboarding; support tiers and availability vary. SQL clients require configuration. We’ll confirm scope before you subscribe. Brand marks identify the services; they do not imply endorsement. Explore the Airbyte catalog ↗

From source
to understanding.

A deliberate path from the original record to a decision you can explain.

Follow the data as you scroll ↓

  1. 01

    Bring it together.

    Connect the systems you already run. Keep an original record of what came in.

    SOURCE → RAW DATA
  2. 02

    Put it in context.

    Standardize records, check quality, and turn disconnected fields into consistent information.

    RAW DATA → TRUSTED DATA
  3. 03

    Make it useful.

    Deliver metrics and dashboards people can work with, using the analytics tools that fit.

    TRUSTED DATA → ANSWERS

IN PRACTICE / PUBLIC SAFETY

Better questions.
More useful answers.

The public-safety reference implementation connects NERIS incident data, satellite fire detections, and uploaded records to support operational analytics.

  • How are response times changing?
  • Where are incident volumes growing?
  • How do we compare against NFPA benchmarks?

Public safety is the current reference pack. Other integrations and deployments are scoped to your requirements.

Together.
On your terms.

Centralize brings data together while giving each organization control over its own information.

Clear boundaries

Department storage isolation and access controls define who can see what.

Accountable access

Single sign-on, role-based permissions, and audit trails support governed use.

A foundation you own

Open data formats and independently branded operator deployments preserve flexibility.

START WITH THE RIGHT SCOPE

Your organization.
Your starting point.

Choose a starting point for a conversation.
Final scope and pricing are confirmed together.

Department

One team. A connected view.

Pricing on request
  • Department data connections
  • Operational dashboards
  • Roles and governed access
  • Guided setup

Network

A shared foundation for multiple teams.

Pricing on request
  • Multiple department workspaces
  • Shared metrics and definitions
  • Permissioned comparative analytics
  • Coordinated onboarding

Operator

Your platform. Your identity.

Custom scope
  • Independent platform deployment
  • Your branding and configuration
  • Department governance
  • Integration planning

Proposed plan structure. Online subscriptions are being prepared; no payment is collected on this site.

A few clear answers.

Do we have to replace our current systems?

No. Centralize is a data foundation that connects existing systems. Connector availability and source permissions determine what can be brought in.

Can we keep using Power BI?

Yes. Compatible analytics clients can connect through the platform’s SQL interface. We scope access and connectivity during setup.

Who controls access to our data?

Departments manage their users and connectors within the operator’s governance model. Storage boundaries, roles, and auditability support controlled access.

Can I buy a subscription today?

Online checkout is not enabled yet. Choose a plan to prepare a scope request. No payment information is collected, no account is created, and no subscription starts automatically.

A clearer picture starts here.

Let’s bring it together

YOUR NEXT STEP

Explore Department

Tell us a little about your organization. You’ll review your request before sending it to our team.

Details are shared with mzlabs.llc through Asana and an email notification via Resend when you choose Send request. No payment, account, or subscription is created.