TRUSTORYX.
Data Warehouse Agency

Centralize Enterprise Data with Google BigQuery & Snowflake

We build modern data warehouses and automated ETL/ELT pipelines using BigQuery, Snowflake, Fivetran, and dbt — aggregating your marketing, product, and financial data into a single source of truth.

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Direct Desk: analytics@trustoryx.digital
100%
Centralized Data
<3s
Query Speeds
12+
Warehouses Done
dbt
Transformations
Growth Obstacles

Problems This Solves

!

Your company data is siloed across separate platforms (Stripe, HubSpot, GA4), preventing unified business analysis.

!

Running reporting queries on live production databases slows down user interfaces and risks system crashes.

!

Writing raw SQL queries is difficult because marketing platform schemas are nested and inconsistent.

!

Your automated reports break constantly because third-party API changes disrupt custom ingestion scripts.

Methodology

Our Proven Process

1

ELT Ingestion Setup

We configure Fivetran or Airbyte connectors syncing Stripe, HubSpot, and GA4 to the warehouse.

2

Warehouse Schema Design

We provision BigQuery or Snowflake datasets, mapping out star/snowflake database structures.

3

dbt SQL Transformations

We build modular dbt SQL transformations cleaning, parsing, and aggregating raw source tables.

4

IAM & Row-Level Security

We configure role-based access tokens and column masking policies to secure customer data.

5

BI Tool Integration

We connect Looker Studio or Tableau to optimized database views for sub-second dashboards.

Scope of Work

What's Included

Data warehouse configuration files and dataset definitions (BigQuery / Snowflake schemas)
Fivetran / Airbyte pipeline connector mappings and schedule configurations
Modular dbt SQL transformation code repository (GitHub/GitLab version controlled)
Pre-aggregated SQL tables and query-optimized database view schemas
Role-based access permissions and dataset security IAM configs
Automated dbt testing configurations checking data schemas and values
30-day post-launch optimization support and ELT pipeline warranty
Growth Targets

Expected Results

100% of business operations data centralized into a single querying interface

Sub-3 second dashboard load times utilizing clustering and partition settings

Zero performance impact on user-facing transactional production databases

Fully automated, self-healing data ingestion pipelines updating daily

Data quality monitoring rules detecting database schema discrepancies automatically

Tech Stack

Technologies We Master

Google BigQuery
Snowflake
dbt
Fivetran
Airbyte
SQL
Looker Studio
Tableau
Exhaustive Solutions

Comprehensive Capabilities

We don't just scratch the surface. Here is a detailed breakdown of everything we can engineer, optimize, and execute for your business.

ELT Pipeline Configurations

Configuring Fivetran and Airbyte connectors to pull records from Hubspot, Stripe, and Facebook Ads.

Star Schema Database Design

Designing structured database dimensions and fact tables to support fast query joins.

dbt SQL Transformations

Building modular dbt models to sanitize data types, parse JSON structures, and aggregate summaries.

Partitioning & Clustering

Tuning partition keys and database indexes to minimize query processing costs.

BI View Optimizations

Creating pre-computed materialized views to deliver fast response times in BI tools.

Column-Level Masking

Applying role-based data policies to secure sensitive client details in query outputs.

Specialized Focus

Specialized Services

Explore our specialized engineering teams and tailored solutions for this domain.

Analytics & Reporting

Complete marketing analytics services.

GA4 Setup

Google Analytics 4 configuration services.

Custom Dashboards

Custom Looker Studio dashboard configurations.

Marketing Attribution

Multi-touch attribution pipeline configurations.

Transparent Pricing

Investment Plans

Transparent pricing with no hidden fees. Every plan includes dedicated support and monthly reporting.

Basic BigQuery Warehouse

$3,500USD · USD fallback/starting

Ingestion of up to 3 marketing platforms, BigQuery setup, dbt data schemas, and Looker Studio dashboards.

BigQuery dataset claim & config
Up to 3 connector sync configs
dbt basic transformer workspace
Standardized traffic source schemas
Looker Studio BI dashboard setup
Monthly query cost budget alert rules
14-day post-launch support
Transformation SQL code handoff
Build BigQuery Warehouse
Most Popular

Custom ELT Platform

$7,500USD · USD fallback/starting

Snowflake or BigQuery setup, Fivetran/Airbyte pipelines, dbt modeling for customer journeys, and automated tests.

Snowflake or BigQuery configuration
Fivetran/Airbyte connector config
dbt modular models (star schema)
User journey attribution models
Looker Studio query cache setup
dbt test configuration checks
30-day post-launch support
Data dictionaries documentation
Build Custom ELT

Enterprise Data Warehouse

$15,000USD · USD fallback+/project

Snowflake enterprise cluster, real-time streaming ingestion, column-level security filters, and priority SLA support.

Enterprise Snowflake cluster setup
Real-time streaming (Kafka/PubSub)
Column-level data masking policies
Materialized view cache tuning
dbt cloud orchestration configurations
Priority SLA support contracts
60-day post-launch support
24/7 Slack communication channel
Discuss Enterprise Warehouse

All plans are month-to-month with no long-term contracts. Custom enterprise plans available.Contact us for a tailored proposal.

Why Trustoryx

Why Choose Us

No Long-Term Contracts

Month-to-month engagements. We earn your business every single month.

Dedicated Team

A named strategist, not a rotating cast of juniors. Consistent point of contact.

Revenue-Focused

We report on revenue impact, not vanity metrics. Every dollar is attributed.

Rapid Execution

Strategy in week 1. Execution by week 2. Results tracked from day one.

Support

Frequently Asked Questions

A data warehouse centralizes data from disparate systems (Stripe, Shopify, Salesforce) into a single database. This allows complex analytics queries to run without impacting transactional server speeds.
These serverless, column-oriented databases separate computation from storage, letting you query millions of rows in seconds without paying for idle server runtimes.
dbt is a command-line tool that lets developers write SQL to transform raw warehouse data. It structures code with version control, documentation, and integrity tests.
We build pipelines using platforms like Fivetran or Airbyte. These tools maintain schema mapping updates automatically, keeping data syncs running when third-party APIs change.

Ready to Get Started?

Start with a free audit. We'll analyze your current performance and show you exactly where the growth opportunities are.

Free Audit Book a Call

Or email our dedicated desk: analytics@trustoryx.digital