Data Modeling & Transformation
Turning Raw Data Into Reliable, Actionable Insights. Clean, enrich, and structure your data so it becomes a trustworthy foundation for reporting, analytics, and forecasting.
Data Architecture
Why Data Modeling Matters
Think of your data model as the blueprint of your business information. Raw data is rarely ready to use.
Without Proper Data Modeling
- Numbers don't reconcile across teams
- Dashboards become slow or inconsistent
- Business questions take days to answer instead of seconds
With Robust Data Modeling
- Trust that KPIs are accurate and consistent
- Answer complex questions with ease
- Scale reporting as your data and business grow
What We Offer
Comprehensive data modeling and transformation services to create reliable, scalable data foundations
Data Cleansing & Standardization
We remove duplicates, correct inconsistencies, and standardize formats to ensure every field (like dates, currencies, or IDs) aligns across sources.
Business Logic & KPI Definitions
We codify your business rules (e.g., how to define "active user," "churned customer," or "verified lead") into the data model, ensuring every report tells the same story.
Data Transformation Pipelines
Using tools like BigQuery SQL, Dataform, or dbt, we create transformation workflows that reshape raw data into analysis-ready tables.
Scalable Architecture
We design models that grow with your data volume and business complexity — no bottlenecks, no rework every quarter.
Enrichment & Joins
We connect multiple data sources (marketing, sales, finance, operations) into a single, unified model. This creates cross-functional insights that siloed systems can't provide.
Our Technology Stack
We use industry-leading tools and platforms for data modeling and transformation
BigQuery
Google's serverless data warehouse
Dataform
SQL-based data transformation
dbt
Data build tool for analytics engineering
Snowflake & Redshift
Enterprise data warehouses
Who Benefits From Data Modeling & Transformation?
Agencies
Who need consistent metrics across dozens of clients
E-commerce Companies
Connecting sales, inventory, and logistics
Subscription Businesses
Tracking customer lifecycles, upgrades, and churn
Executives
Seeking confidence in KPIs before making strategic decisions
Why Choose Datacharted?
We don't just build tables — we design data foundations. With 18+ years of experience, we know how to balance technical efficiency with business usability.
Technical Expertise
Expertise in Google BigQuery, Dataform, dbt, Redshift, and Snowflake
Business Logic
Ability to codify business-specific logic into repeatable workflows
Scalable Models
Proven record of delivering models that scale with client growth
Ready to Build a Strong Data Foundation?
If your dashboards feel unreliable or inconsistent, the problem likely lies in your data model. Let us help you build a foundation you can trust.