ARION
Digital Presence & Branding
SPARK
Marketing & Growth Systems
OLIVER
Operations, Admin & Execution
STELLA
Data Intelligence & Analytics
FORGE
Custom Apps & Integrations
ARGUS
Automation & Orchestration
SPARK — Marketing & Growth Systems
Turn contacts into loyal customers with automated, data-driven marketing.
FORGE — Custom Apps & Integrations
Build exactly what your business needs, connected to every tool you use.
ARGUS — Automation & Orchestration
The intelligence layer connecting every platform, automatically.
One login. One data model. Six platforms. Zero app-switching. Explore the full ecosystem →
Build Your Brand
Presence, Visibility & Growth
Build Your Foundation
Operations, Process & Workflows
Build Your Clarity
Reporting, KPIs & Data Strategy
Build Your Engine
Integrations, Automation & Tech

STELLA › DATABASE MANAGEMENT — SMALL BUSINESS DATA MANAGEMENT SOFTWARE

STELLA FEATURE

Database Management

A professional three-layer data architecture built into your STELLA platform — so your reporting is always built on trusted, validated data.

STELLA’s Database Management layer is the three-tier data architecture that makes every report trustworthy — Raw landing, Canonical Core, and Reporting Marts. Every data source — OLIVER jobs, SPARK contacts, ARION traffic, custom uploads — flows through a defined ingestion and transformation pipeline before it ever reaches a dashboard. Data quality scoring, duplicate detection, missing day alerts, and source freshness monitoring are all built in. You get professional-grade data infrastructure without needing a data engineer.

STELLA

Database Management

STELLA FEATURE

Everything included in STELLA Database Management for small businesses.

Most BI tools give you charts but leave the data management to you. STELLA gives you a pre-built three-layer architecture that validates, transforms, and organizes your data before it reaches any report — so you can trust what you see.

Three-layer architecture (Raw → Core → Marts)

Data quality scoring per source

Missing day and duplicate detection

Schema drift handling

Reconciliation checks where feasible

Full data lineage and audit trail

Custom Intelligent Analytics Interface

KEY BENEFITS

Why Database Management makes the difference.

Not Just Dashboards

Most BI tools give you charts. STELLA gives you a pre-built business data model. The difference is accuracy and consistency.

Trust Layer

Between Layer 1 and Layer 2 sits STELLA’s validation engine — catching missing data, duplicates, anomalies, and drift before they reach you.

Canonical Core

One standard business schema across all STELLA tenants. Financial transactions, operational throughput — defined the same way everywhere.

Data Quality Scores

Per-source freshness, completeness, and consistency scores. You always know how reliable each data source is.

Schema Drift Handled

Source system changes their export format? STELLA’s Layer 1 handles the drift before it propagates downstream.

Full Lineage

Every record can be traced from mart to core to raw. No mystery numbers — ever.

RELATED FEATURES

More from STELLA.

Business Reporting

Five pre-built reporting packs — live, connected, and trusted.

KPI Dashboards

Your most important metrics, live every day without building anything.

Anomaly Detection

Know when something is wrong before it becomes a problem.

Ready for business reporting built on a data foundation you can actually trust?

Database Management is the foundation of every STELLA plan. Pre-built data architecture, quality scoring, and source validation are active from day one — no data engineer required. Starting at $49/month.