Data Analytics
Insights that drive growth. We turn your data into actionable business intelligence.
We build analytics infrastructure and business intelligence systems — from data warehouse setup and ETL pipelines to executive dashboards and self-service reporting — so your team makes decisions from data.
From Data Silos to Decision Intelligence
Most growing companies have data scattered across a CRM, a product database, an ad platform, a payment processor, and spreadsheets. The result is that answering a simple business question takes days.
We build analytics systems that consolidate your data sources into a single, reliable warehouse — with automated ETL pipelines, a semantic layer for non-technical users, and dashboards that answer your real questions.
We work with modern data stacks (dbt, BigQuery, Snowflake, Looker/Metabase) and embed analytics directly into your product for user-facing reporting.
Service Inclusions
Data Warehouse
BigQuery, Snowflake, or Redshift setup with schema design, access controls, and cost optimisation from day one.
ETL/ELT Pipelines
Automated data ingestion from all your sources (Salesforce, Stripe, product DB, ad platforms) via Fivetran or custom pipelines.
dbt Transformation Layer
Modular, tested, version-controlled SQL transformations with dbt — creating clean, documented data models.
Executive Dashboards
Looker, Metabase, or Tableau dashboards covering revenue, product, marketing, and operational KPIs.
Product Analytics
Mixpanel, Amplitude, or custom event tracking implementation with funnel analysis and cohort retention.
Predictive Analytics
Churn prediction, revenue forecasting, and LTV modelling built on your clean data warehouse.
A Process Built for Clarity
No black boxes. No surprise invoices. Every project at Codewingz follows a disciplined four-phase process designed to reduce risk and maximise value at every stage.
Data Audit
Inventory all data sources, assess data quality, define key business metrics, and map the questions your team cannot answer.
Architecture Design
Data warehouse selection, ETL tool selection, and semantic layer design.
Pipeline Build
ETL connectors configured, raw data landing in warehouse, dbt models transforming to clean analytics tables.
Dashboard Development
Executive, product, marketing, and operational dashboards built with defined KPIs and filters.
Validation & Handover
Data validation against source systems, stakeholder training, and documentation.
The Tech Stack
We select technologies based on performance, scalability, and long-term maintainability, not trends.
BigQuery / Snowflake
Specialized implementation of BigQuery / Snowflake in the Data Warehouse space.
dbt
Specialized implementation of dbt in the Transformation space.
Fivetran / Airbyte
Specialized implementation of Fivetran / Airbyte in the ETL space.
Looker / Metabase
Specialized implementation of Looker / Metabase in the BI Tool space.
Mixpanel / Amplitude
Specialized implementation of Mixpanel / Amplitude in the Product Analytics space.
Real-World Impact
EduPath Learning
The Challenge
“An EdTech platform had product data, payment data, support data, and marketing data with no way to connect them. Answering 'what is our LTV' took 3 days.”
The Solution
We built a BigQuery warehouse with Fivetran connectors and dbt models. A Metabase instance gave the leadership team self-service access to dashboards.
Key Performance Indicators
Common Inquiries
Everything you need to know about our specialized services.
Stop Running Your Business on Spreadsheets.
Tell us the business questions you cannot currently answer — we will build the system that answers them automatically.