Data Engineering & Analytics
VZT Tech Consulting provides data engineering and analytics services for businesses worldwide — data pipelines, database integrations, business-intelligence dashboards, real-time analytics, and clean reporting. We've shipped BI dashboards pulling revenue, payout, and sales data into one place that decision-makers actually use.
Start a Data ProjectDatabase Integration & Data Modeling
Connect operational databases, spreadsheets, and business applications into a consistent reporting layer. We define how records relate, reconcile duplicate data, and build integrations that keep your applications and reports aligned.
- Database & API integrations
- Data modeling
- Data quality checks
- Reporting-ready datasets
BI Dashboards
Clear, real-time dashboards that bring revenue, sales, payouts, and operational metrics into one place — so leadership sees the numbers that matter without digging through spreadsheets.
- Revenue & sales dashboards
- Payout & ops metrics
- Real-time updates
- Role-based views
Data Pipelines & ETL
We build the plumbing — pulling data from your apps, payment providers, and third-party APIs, cleaning and transforming it, and landing it where your dashboards and reports can use it.
- Source integrations
- Cleaning & transformation
- Scheduled ingestion
- Warehouse modeling
Real-Time Analytics
When stale data isn't good enough, we build streaming and near-real-time analytics — live leaderboards, live sales, and operational monitoring that updates as events happen.
- Streaming / near-real-time
- Live leaderboards
- Operational monitoring
- Alerting
Reporting & KPIs
Automated reports and KPI tracking delivered where you need them — scheduled exports, email summaries, and self-serve views so the right numbers reach the right people on time.
- Automated reports
- KPI tracking
- Scheduled exports
- Email summaries
What We've Built
TX3 BI Dashboard
Business-intelligence dashboard unifying Rise payout data and futures-sales reporting for a trading operation.
GeminiFX Analytics
Real-time market scanning and performance analytics with outcome calibration and live quotes.
Frequently Asked Questions
Can we hire VZT for data engineering services?
Yes. VZT Tech Consulting works remotely with businesses worldwide to scope and build data pipelines, database integrations, data models, and reporting systems. Bring your source systems, reporting goals, and update-frequency requirements to a free consultation so we can define the project scope.
What is the difference between data engineering and data analytics?
Data engineering connects sources, transforms records, and prepares dependable datasets. Data analytics uses those datasets to answer business questions through metrics, dashboards, and reports. VZT offers both as part of a connected data project.
What does data analytics & engineering include?
It spans the full data layer: building pipelines that pull and clean data from your systems, modeling it, and surfacing it through BI dashboards, real-time analytics, and automated reporting — so your data turns into decisions.
Can you connect our existing data sources?
Yes. We integrate data from your apps, databases, payment providers (Stripe, Rise), and third-party APIs, then transform and land it where your dashboards and reports can use it.
Do you build real-time dashboards?
Yes. We build streaming and near-real-time analytics — live leaderboards, live sales, and operational monitoring — as well as scheduled BI dashboards, depending on how fresh the data needs to be.
What tools do you build with?
We typically build on PostgreSQL/Supabase with custom pipelines and modern dashboarding, and integrate caching and warehouses as scale requires. We pick tools that fit your data volume and budget rather than forcing a one-size platform.
Drowning in Data, Starving for Insight?
We build the dashboards, pipelines, and reporting that turn your raw data into decisions. Free consultation.
Get a Free Consultation