Blog | Pythian | BigQuery

Google Cloud

The Evolution of BigQuery Billing: Chasing the Perfect Balance

Google Cloud

Beyond the Hype: Deconstructing Google’s New Data Cloud from Next '26

The dust has barely settled on Google Cloud Next '26 keynote address, and the message from the keynote stage was clear: ...

BigQuery

Modernizing a Legacy Teradata Estate for Enterprise Analytics and AI

Pythian migrated a decade-old Teradata warehouse to BigQuery without disrupting 24/7 operations This organization built ...

BigQuery

Modernizing from Greenplum for Mission-Critical Analytics for a Global Financial Institution

From Broadcom-pressured Greenplum to AI-ready cloud analytics A Tier-1 financial institution running 200+ terabytes of ...

BigQuery

Modernizing a Global IT Services Provider's Db2 Estate for Cloud-Native Analytics and AI

Legacy Db2 z/OS and LUW to a cloud-native analytics and AI platform A global IT services organization across 30+ ...

BigQuery

Migrating Regulatory Analytics from Netezza to an AI-ready Cloud Platform

Zero-disruption migration for a Tier-1 financial institution A Fortune 500 financial institution ran regulatory ...

Analytics

Taking Google Analytics to the Next Level with Gemini in Looker and BigQuery

Generative AI (GenAI) is a game changer for business intelligence and analytics—taking self-service BI to a whole new ...

Google Cloud

The Benefits and Limitations of Google Cloud Recommender Service

While there are opportunities to cut costs in the cloud, it’s also easy for costs to spiral out of control, especially ...

Google Cloud

Working with XML Data in BigQuery

In BigQuery, loading and unloading of XML Data is not supported. The only way to load/unload XML Data into/from ...

Oracle

Weighing the Pros and Cons of Oracle Autonomous Database

Introduction Editor’s Note: Because our bloggers have lots of useful tips, every now and then we update and bring ...

Google Cloud

The data platform in the age of serverless architecture

“The transformation of the superstructure, which takes place far more slowly than that of the substructure, has taken ...

BigQuery

Data modeling for cloud DW

Intro In this blog post, I would like to share some options that you can consider to model your cloud DW for better ...

Google Cloud

Analyzing BigQuery via Excel and Google Sheets

Both MS Excel and Google Sheets offer ways to connect directly to BQ data, to run queries, to pull data back to ...

Google Cloud

How Google BigQuery can help marketing teams do more with their data

Data is the ultimate business differentiator, which every marketing team knows. It can help you stand out from your ...

BigQuery

The five key Requirements for a successful SAP data management strategy

Introduction In our last blog article on data management and the DART methodology, we discussed the importance of ...

Google Cloud

Building an ETL Pipeline with Multiple External Data Sources in Cloud Data Fusion

In this post, I’ll share a quick start guide on Google Cloud Platform’s (GCP) Cloud Fusion. We’ll first take a look at ...

Google Cloud

Data preparation with dbt and BigQuery

Raw incoming data needs to go through a series of data preparation steps before it can be used for analysis. These ...

Google Cloud

Column Level Security BigQuery(GCP)

BigQuery provides fine-grained access to sensitive columns using policy tags, or type-based classification, of data. ...

Google Cloud

Orchestrating dbt Pipelines With Google Cloud: Part 1

In my previous post I showed you how to use dbt to expedite data preparation tasks on Google BigQuery. This time, I’ll ...

Google Cloud

GCP Professional Cloud Architect Certification Guide

Image credit: Megha Bedi Looking for how to prepare for the latest version of Google Cloud Professional Architect ...

Google Cloud

Near Real-Time Data Processing for BigQuery: Part Two

This post is part two of describing (near) real-time data processing for BigQuery. In this post, I will use Dataform to ...

Google Cloud

Datascape Episode 59: Google BigQuery Architecture, Cloud Migrations

Episode 59 Shownotes Welcome to another episode of the Datascape Podcast. Cloud consultant Megha Bedi joins us from ...

Google Cloud

Top Challenges of Data Ingestion Pipelines and How to Overcome Them with Google Cloud

Modernizing your data management can help your organization leverage its data for sophisticated applications like ...

Google Cloud

Consuming Tweets Using Apache Beam on Dataflow

Apache Beam is an SDK (software development kit) available for Java, Python, and Go that allows for a streamlined ETL ...

Google Cloud

Near Real-Time Data Processing for BigQuery: Part One

This post describes (near) real-time data processing for BigQuery with unique and other check constraints, and unit ...

Google Workspace

Making the case: Is Google Workspace Enterprise right for my organization?

If your organization is already using the Business edition of Google Workspace and it’s working just fine, why would ...

Google Cloud

Putting ML Prototypes Into Production Using TensorFlow Extended (TFX)

Introduction Machine learning projects start by building a proof-of-concept or a prototype. This entails choosing the ...

Google Cloud

Secure Data Ingestion and its Impact on Cloud Modernization

Secure data ingestion is an essential component of cloud modernization—and an essential next step in the broader effort ...

AI Related Latest Blogs

AI Enablement

GigaOm x Pythian: Realities and Risks of Enterprise AI

In a recent interview on the Business Disruptions in Tech podcast, Howard Holton and ...

Oracle

Oracle AI Data Platform (AIDP): No-Nonsense Platform Overview

Oracle’s AI Data Platform (AIDP) is essentially an attempt to fix the biggest annoyance ...

Google Workspace

AI in the Workplace: Employee Productivity & Sentiment Survey

2025 employee survey on the use of AI In November 2025, Pythian, a professional services ...

View All →

Analytics related blog posts

Analytics

Using Multi-Agent Reasoning for NLP-to-SQL

As data-driven decision-making becomes essential, access to that data shouldn’t require deep technical ...

Analytics

Becky's BI Apps Corner: OBIA 11.1.1.10.2

Upgrade jitters? If you’re running older versions of OBIA, the new 11.1.1.10.2 release brings game-changing features like automatic error handling and ...

Analytics

Oracle Data Integrator (aka Sunopsis) Now On OTN

Oracle Data Integrator (formerly Sunopsis) has officially landed on the Oracle Technology Network, bringing

View All →

Build a scalable data foundation to accelerate with AI.

Get started today →

The Evolution of BigQuery Billing: Chasing the Perfect Balance

Beyond the Hype: Deconstructing Google’s New Data Cloud from Next '26

Modernizing a Legacy Teradata Estate for Enterprise Analytics and AI

Modernizing from Greenplum for Mission-Critical Analytics for a Global Financial Institution

Modernizing a Global IT Services Provider's Db2 Estate for Cloud-Native Analytics and AI

Migrating Regulatory Analytics from Netezza to an AI-ready Cloud Platform

Taking Google Analytics to the Next Level with Gemini in Looker and BigQuery

The Benefits and Limitations of Google Cloud Recommender Service

Working with XML Data in BigQuery

Weighing the Pros and Cons of Oracle Autonomous Database

The data platform in the age of serverless architecture

Data modeling for cloud DW

Analyzing BigQuery via Excel and Google Sheets

How Google BigQuery can help marketing teams do more with their data

The five key Requirements for a successful SAP data management strategy

Building an ETL Pipeline with Multiple External Data Sources in Cloud Data Fusion

Data preparation with dbt and BigQuery

Column Level Security BigQuery(GCP)

Orchestrating dbt Pipelines With Google Cloud: Part 1

GCP Professional Cloud Architect Certification Guide

Near Real-Time Data Processing for BigQuery: Part Two

Datascape Episode 59: Google BigQuery Architecture, Cloud Migrations

Top Challenges of Data Ingestion Pipelines and How to Overcome Them with Google Cloud

Consuming Tweets Using Apache Beam on Dataflow

Near Real-Time Data Processing for BigQuery: Part One

Making the case: Is Google Workspace Enterprise right for my organization?

Putting ML Prototypes Into Production Using TensorFlow Extended (TFX)

Secure Data Ingestion and its Impact on Cloud Modernization

Recent news

Pythian Ranked on CRN's 2026 Solution Provider 500 List for Seventh Consecutive Year

Pythian Recognized as a Top AI & Data Consulting Firm for 2026

Pythian Recognized as Silver Winner in UKOUG Data Integration Partner of the Year Awards 2026

Pythian Leaders Recognized on CRN’s 2026 Women of the Channel List

Pythian and Three of Its Leaders Named Finalists for the 2025 CRN Women of the Year Awards

Pythian India Earns “Great Place to Work” Certification for Fourth Consecutive Year

Pythian’s Vanessa Simmons and Donna Williston Again Named to CRN’s 2025 Women of the Channel List

Pythian Positioned as Oracle Database @ Google Cloud Leader with Acquisition of Rittman Mead

Pythian Doubles Down on AI-Readiness, Expanding AI Practice with Valuable Services and Expertise

Pythian Launches Agentspace QuickStart

Pythian Wins 2025 Google Cloud Databases Partner of the Year for North America

Pythian and GigaOm Announce AI Partnership

Pythian Named Top Employer in Canada's National Capital Region for 2025

Pythian Welcomes Shawn Gandhi as Senior Vice President, Customer Engineering, and Country Managing Director for Canada

Pythian Announces New Oracle Database@Google Cloud Migration Services

Pythian India Earns “Great Place to Work” Certification for Third Consecutive Year

Pythian Recognized on CRN’s 2024 Solution Provider 500 List and DBTA’s 100 Companies That Matter Most in Data for 2024

Pythian Welcomes Brooks Borcherding as Chief Executive Officer

Pythian’s Vanessa Simmons and Donna Williston Honored by CRN on 2024 Women of the Channel Lists

Pythian Recognized as a Top Employer in Canada’s National Capital Region in 2024

Pythian Announces Generative AI Strategy and Offerings to Accelerate Enterprise Innovation

CRN Names Pythian’s Vanessa Simmons a 2023 Women of the Channel Power 80 Solution Provider

Award-Winning Marketing Veteran Christina O’Reilly Joins Pythian Services as Senior Vice President, Marketing

Pythian Makes Database Trends and Applications’ List of Trendsetting Solution Providers for 2023

Pythian Celebrates 25 Years of Enterprise Data, Analytics, and Cloud Success

Pythian India Achieves “Great Place to Work” Certification After Building High-Trust, High-Performance Culture

Pythian Named One of ‘The Companies That Matter Most in Data’ by Database Trends and Applications Magazine

Vanessa Simmons from Pythian Named on CRN’s 2022 Women of the Channel Power 70 Solution Providers List

Pythian Named Partner in Launch of Google Cloud Cortex Framework

Pythian’s SAP Services Practice Grows by 300 Percent in 2021

Pythian Renews Google Cloud Infrastructure Specialization in the Google Cloud Partner Advantage Program

Pythian Services Recognized on CRN’s 2022 MSP 500 List

Pythian Renews Machine Learning Partner Specialization in the Google Cloud Partner Advantage Program

Pythian Sets Company Record with Over 100 New Customers in 2021

Pythian’s CTO Paul Lewis Featured Commentary Published by InformationWeek

How to Modernize Backup Without Breaking the Bank

Pythian Launches FinOps Managed Services

Pythian Acquires SAP MSP Partner ManageServe

Pythian Taps Seasoned Cloud and Data Expert Paul Lewis as CTO

Pythian Achieves Managed Services Provider Status In the Google Cloud Partner Advantage Program

Keith Angell: Accelerating Enterprise Growth With Data And Analytics Through Remarkable Leadership

Pythian Achieves the Data Management Partner Specialization in the Google Cloud Partner Advantage Program

Pythian Adds Snowflake Data Cloud Services Suite

New CEO Keith Angell: Pythian Services A ‘Golden Nugget’

Pythian Appoints Keith Angell As CEO

Pythian Services Acquires Google Cloud Premier Partner Agosto

Pythian Announces Support For AWS Outposts As A Launch Partner

Pythian Wins 2018 Google Cloud Data Analytics Partner of the Year Award

Pythian achieves Machine Learning Partner Specialization in the Google Cloud Partner Specialization Program

Pythian achieves Cloud Migration Partner Specialization in the Google Cloud Partner Specialization Program

Pythian achieves Google Cloud Platform Partner Specialization In Infrastructure