Pythian

A team of data engineers using software to parse messy JSON data into structured formats on a computer screen.

Analytics

Parsing Badly Formatted JSON in Oracle DB with APEX_JSON

Dealing with "schema-free" JSON in Oracle can quickly turn into a nightmare when the file format goes rogue and keys ...

Tech professionals analyzing a data lineage visualization connecting source data to business users.

Analytics

Tracing Data Lineage from Source Column to End User

Tracing data from a source database column through ETL logic to the final business user's dashboard is often a black ...

Tech professionals monitoring a data migration process between Oracle databases using data integration software.

Analytics

Moving Global Electronics Data using Sunopsis

Curious about how efficient automated ETL code generation actually is? We put Sunopsis Data Conductor to the test ...

Diverse tech professionals analyzing a holographic data pipeline map in a modern office, representing Sunopsis Data Conductor and data transformation architecture.

Analytics

Getting Started with Sunopsis Data Conductor

Curious about the origins of modern data integration? Dive into this retrospective look at Sunopsis Data Conductor to ...

Analytics

Oracle Autonomous Database Select AI

Imagine querying your Oracle database as easily as asking a question in plain English. Oracle Autonomous Database ...

Diverse data professionals collaborating over a holographic database diagram, analyzing materialized view structures and query optimization strategies.

Analytics

Materialized views (revised.. but only a little!)

Struggling with query rewrites or massive temp sorts when building Materialized Views in Oracle? You aren't ...

Data engineers balancing NOLOGGING performance with NOARCHIVELOG safety in a data warehouse environment.

Analytics

Getting To The Bottom Of NOLOGGING, NOARCHIVELOG and Standby Databases

Are you setting up a data warehouse and feeling stuck between the performance gains of NOLOGGING and the safety of ...

Diverse data engineers analyzing a holographic comparison of bitmap indexes and b-tree indexes in a modern office.

Analytics

Bitmap Indexes Redux

Everyone knows bitmap indexes save space, but persistent myths about update performance and locking issues often scare ...

A diverse team of developers visualizing the integration of a custom Oracle APEX plug-in into an application framework.

Analytics

Oracle APEX - Creating a Dynamic Action Plug-in

Hitting a wall with standard Oracle APEX components? Don't settle for messy, one-off code fixes—discover how to package ...

A diverse team of tech professionals in a security operations center working on encryption code, symbolizing the DBMS_OBFUSCATION_TOOLKIT for data security.

Analytics

DatabaseJournal Article on DBMS_OBFUSCATION_TOOLKIT

Securing sensitive data in Oracle doesn't have to require a decoder ring, despite the acronym-heavy landscape. Discover ...

Developers configuring Oracle APEX Social Sign-in using Google OAuth2 authentication.

Analytics

Oracle APEX - Social Login

Gone are the days when implementing Social Sign-in for Oracle APEX required mountains of custom code. Today, ...

Cybersecurity professionals analyzing a digital shield that protects Oracle APEX code from malicious data injection and XSS vulnerabilities.

Analytics

Oracle APEX - Escape Vulnerabilities

Your beautifully designed Oracle APEX application might be hiding a dangerous secret: unverified user data. Neglecting ...

Tech professionals analyzing a complex network data graph visualization on a digital display, representing Elastic Graph data exploration.

Analytics

Experiments with Elastic’s Graph Tool

Stop guessing how your data points interact and start seeing the big picture. Elastic Graph transforms flat indices ...

A diverse team of tech professionals in a server control room monitoring a Linux cluster and executing parallel commands.

Analytics

Linux cluster sysadmin -- Parallel command execution with PDSH

Managing a cluster of Linux machines shouldn't feel like herding cats, especially when you need to execute identical ...

Tech professionals analyzing cloud infrastructure and database hosting options in a modern server environment.

Oracle

Oracle APEX - Hosting and Licensing

Oracle APEX is a powerful no-cost feature of the Oracle Database, but deploying it effectively requires navigating a ...

Diverse team of tech professionals analyzing a streamlined Oracle powered RAG data architecture model.

Analytics

Oracle Powered RAG - Revisiting our Chatbot

Why juggle multiple APIs and siloed databases when you can power your AI entirely within one ecosystem? We’ve rebuilt ...

A diverse team of data professionals collaborating on code and data analysis using a digital workbench interface, representing the Cloudera Data Science Workbench.

Analytics

Overview of the New Cloudera Data Science Workbench

Data teams often struggle with siloed environments and complex configurations that slow down innovation. The Cloudera ...

Diverse technology professionals analyzing generative AI models and text data on a futuristic digital interface representing Oracle Generative AI Services.

Analytics

Oracle Generative AI Services

Ready to harness the power of Large Language Models without the infrastructure headache? Oracle Generative AI Services ...

Analytics

Oracle Analytics AI Assistant: An Exploration

Ready to chat with your data? The highly anticipated Oracle Analytics AI Assistant has finally arrived, promising to ...

A diverse team of data scientists using Oracle Cloud Infrastructure to build, train, and deploy machine learning models in a modern office.

Analytics

Introduction to Oracle Data Science Service

Ready to take your machine learning models from a static notebook to a fully deployed production environment? We are ...

Analytics

Oracle AutoML UI at a glance

You don't need a data science degree to unlock the power of predictive analytics. Oracle AutoML UI automates the heavy ...

Diverse team of data scientists and engineers working on deploying machine learning models in a modern office environment.

Analytics

Productionizing Machine Learning Models

Developing a machine learning model is only half the battle; the real value unlocks when you move it out of the sandbox ...

Analytics

Optimizing Oracle Analytics AI Assistant: Bring the Intelligence to Life

While the Oracle Analytics AI Assistant generates plenty of buzz, it doesn't always deliver perfect answers out of the ...

Tech professionals analyzing data chunk sizes for RAG pipeline optimization in a futuristic office setting.

Generative AI

Tip Tuesday | Choosing a Chunk Size for RAG

Optimizing your Retrieval Augmented Generation (RAG) pipeline starts with one crucial decision: how to slice your data. ...

Diverse data scientists analyzing a holographic linear regression model and checking statistical assumptions in a modern high-tech office.

Analytics

Breaking the Assumptions of Linear Regression

Linear regression is a machine learning workhorse, but it’s dangerously easy to break if you aren't careful. If you ...

IT professionals monitoring OBIEE system performance on Windows using Perfmon metrics and data visualizations on computer screens.

Analytics

Using Perfmon.exe to Monitor OBIEE on Windows

Running Oracle BI Standard Edition One or hosting your OBIEE platform on Windows? You don't need expensive third-party ...

: A professional data analyst encountering a software crash error on their laptop screen while working in a modern office environment.

Analytics

Tip Tuesday | What To Do When Analytics Publisher Desktop in Office 365 Will Not Enable

Is your Oracle Analytics Publisher Desktop plugin crashing Word or Excel after a recent Office 365 update? You aren't ...

Diverse technology professionals analyzing data using a holographic faceted search interface representing Oracle Endeca capabilities.

Analytics

Oracle Endeca Week : So Just What Is Endeca?

Visualizing complex relationships shouldn't require a Ph.D. in data science or hours of manual labor. With Python's ...

Data professionals collaborating on a holographic database schema model to visualize degenerate dimensions and business intelligence structures.

Analytics

Oracle BI EE 10.1.3.4.1 – Modeling Degenerate dimensions – Fact attributes

Degenerate dimensions are a staple of data warehousing, yet they often break conforming dimension joins in Oracle BI EE ...

Diverse group of IT professionals monitoring a complex database software installation and code execution on a computer monitor.

Analytics

Installing the Analytic Workspace Manager

Dealing with the intricacies of legacy Oracle patches and Analytic Workspace Manager installations can feel like ...

AI Related Latest Blogs

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 ...

Google Workspace

Is Agentspace good for non-Google shops?

So you’re not a Google shop. Does that mean you can’t take advantage of the AI ...

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 →

Pythian

Posts by Pythian

Parsing Badly Formatted JSON in Oracle DB with APEX_JSON

Tracing Data Lineage from Source Column to End User

Moving Global Electronics Data using Sunopsis

Getting Started with Sunopsis Data Conductor

Oracle Autonomous Database Select AI

Materialized views (revised.. but only a little!)

Getting To The Bottom Of NOLOGGING, NOARCHIVELOG and Standby Databases

Bitmap Indexes Redux

Oracle APEX - Creating a Dynamic Action Plug-in

DatabaseJournal Article on DBMS_OBFUSCATION_TOOLKIT

Oracle APEX - Social Login

Oracle APEX - Escape Vulnerabilities

Experiments with Elastic’s Graph Tool

Linux cluster sysadmin -- Parallel command execution with PDSH

Oracle APEX - Hosting and Licensing

Oracle Powered RAG - Revisiting our Chatbot

Overview of the New Cloudera Data Science Workbench

Oracle Generative AI Services

Oracle Analytics AI Assistant: An Exploration

Introduction to Oracle Data Science Service

Oracle AutoML UI at a glance

Productionizing Machine Learning Models

Optimizing Oracle Analytics AI Assistant: Bring the Intelligence to Life

Tip Tuesday | Choosing a Chunk Size for RAG

Breaking the Assumptions of Linear Regression

Using Perfmon.exe to Monitor OBIEE on Windows

Tip Tuesday | What To Do When Analytics Publisher Desktop in Office 365 Will Not Enable

Oracle Endeca Week : So Just What Is Endeca?

Oracle BI EE 10.1.3.4.1 – Modeling Degenerate dimensions – Fact attributes

Installing the Analytic Workspace Manager

Recent news

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