CapabilitiesEmerging Technologies
Data Intelligence

Data Analytics & Real-Time BI Intelligence

From petabyte-scale Google BigQuery and Snowflake modern data warehouses to real-time streaming Kafka pipelines and executive Power BI/Looker dashboards, AeroCodix turns raw enterprise data into instant competitive advantage.

Initiate Project ScopingHow We Deliver
<1s
Query Execution on Terabyte Datasets
100%
Data Lineage & Governance
Data Intelligence
Data Analytics & Real-Time BI Intelligence Showcase
<1sQuery Execution on Terabyte Datasets
100%Data Lineage & Governance
AeroCodix Standard

End-to-End Modern Data Architecture for Data-Driven Leaders

We eliminate data silos across sales, marketing, and operations by building automated ELT pipelines with dbt, Snowflake, and BigQuery, delivering real-time executive visibility.

Modern data warehouse modeling (Star & Snowflake schemas) in BigQuery and Snowflake
Automated ELT transformation pipelines using dbt with strict data quality tests
Real-time event streaming architectures powered by Apache Kafka and Redpanda
Executive business intelligence dashboards in Looker, Power BI, and Tableau

How We Deliver Data Analytics & Real-Time BI Intelligence

A disciplined, predictable 4-phase agile engineering roadmap with transparent weekly milestones and zero surprises.

01Week 1 - 2

Data Audit & Warehouse Dimensional Modeling

Source Mapping & Schema Architecture

Auditing source databases, designing Star/Snowflake schemas, mapping fact and dimension tables, and choosing ELT tooling.

Key Deliverables:
  • Dimensional Warehouse Schema (ERD)
  • Data Source Ingestion Blueprint
  • Data Quality SLAs
  • Compute Cost Forecast
02Week 3 - 5

Automated Ingestion & dbt Modeling

Pipelines, Transformations & Data Quality Tests

Connecting Fivetran/Airbyte connectors, developing modular dbt SQL transformations, and enforcing automated data testing.

Key Deliverables:
  • Configured Snowflake / BigQuery Warehouse
  • dbt Transformation Repository
  • Automated Daily/Streaming Ingestion
  • dbt Documentation Catalog
03Week 6 - 7

BI Dashboard Engineering & Query Optimization

Visualization & Sub-Second Query Tuning

Building interactive Looker / Power BI dashboards, optimizing SQL partition keys, and setting up role-based data access.

Key Deliverables:
  • Executive BI Dashboard Suite
  • Sub-Second Query Optimization Report
  • Role-Based Row-Level Security Rules
  • UAT Data Signoff
04Week 8 & Continuous

Production Handover & Automated Health Monitoring

DataOps Monitoring & Continuous SLA

Deploying automated pipeline failure alerting, data anomaly detection (Monte Carlo / Great Expectations), and ongoing support.

Key Deliverables:
  • Production DataOps Pipeline Live
  • Automated Slack Failure Alerting
  • Team Training Playbooks
  • Ongoing Data SLA Support

The Challenges We Solve

Translating complex architectural hurdles into measurable bottom-line business advantage.

Disconnected Data Silos Causing Inconsistent Metrics

Our Engineered Solution:

Single Source of Truth (SSOT) data warehouse with automated dbt transformation models.

100% metric consistency across finance, sales, and executive teams.

Slow & Expensive SQL Queries on Large Datasets

Our Engineered Solution:

Table partitioning, clustering, and incremental materialized views in BigQuery.

Accelerated dashboard query times by 8x and cut compute costs by 52%.

Stale Once-A-Day Batch Reporting

Our Engineered Solution:

Real-time Kafka streaming pipeline ingesting customer events with sub-second latency.

Unlocked instant fraud detection and live revenue monitoring.

Core Deliverables & Specifications

Modular engineering building blocks tailored for high throughput, security, and scalability.

Modern Data Warehouse Architecture

Scalable data lakes and warehouses built on Snowflake and Google BigQuery.

BigQuerySnowflakePostgreSQLData Lakes

dbt Transformation & ELT Pipelines

Automated SQL transformations with built-in schema tests and data lineage docs.

dbtFivetranAirflowAirbyte

Real-Time Streaming Telemetry

Kafka and Redpanda streaming event pipelines for sub-second telemetry ingestion.

KafkaRedpandaFlinkEvent Streaming

Executive BI & Looker Dashboards

Real-time KPI dashboards, customer cohort retention charts, and margin analytics.

LookerPower BITableauMetabase

Modern Data Stack SQL Modeling & Real-Time BI Telemetry Center

Our dedicated engineering pods build with strict architectural rigor. Every component is subjected to automated regression checks, load simulations, and zero-trust security audits to guarantee continuous operational excellence.

Real-time automated Datadog & Cloud telemetry monitoring
Strict TypeScript type safety and automated CI/CD staging pipelines
Zero-downtime blue-green deployments with automated rollbacks
Dedicated senior architects and daily async progress transparency
Schedule Engineering Scoping
Production Standard
Data Analytics & Real-Time BI Intelligence Architecture in Action
100%Type Safe & Tested
<100msEdge Latency
AeroCodix Standard

The Engineering Stack

We deploy industry-leading technologies vetted for speed, security, and long-term maintainability.

Warehouses & Lakes

Google BigQuery
Snowflake
Amazon Redshift
Databricks
ClickHouse

ELT & Transformation

dbt (data build tool)
Apache Airflow
Fivetran
Airbyte
Dagster

Streaming & Messaging

Apache Kafka
Redpanda
Apache Spark
Google Cloud Pub/Sub

BI & Visualization

Looker
Power BI
Tableau
Metabase
Apache Superset

Frequently Asked Questions

Have questions about engagement models, delivery timelines, or technical specifications?

Should we choose Snowflake or Google BigQuery?

Both are industry leaders. BigQuery excels for serverless zero-management scaling and tight Google Cloud integration, while Snowflake provides multi-cloud flexibility and granular warehouse compute isolation. We help you choose based on your existing infrastructure.

How do you ensure data accuracy across transformation pipelines?

We embed automated dbt data quality tests (checking for nulls, unique keys, foreign referential integrity, and anomalous values) that immediately flag discrepancies before data reaches executive dashboards.

Let's Build Something Extraordinary

Tell us about your project roadmap, timeline, or engineering needs. Our technical architects will respond with a tailored proposal within 24 hours.

Our Office

🇵🇰 Tanda, Gujrat District, Pakistan
Headquarters & Engineering Center

âš¡ Guaranteed Response SLA

Every inquiry is reviewed directly by Usman Ali and our Principal Solutions Architects. You will receive an initial technical feasibility response in under 24 business hours.