Blog | Pythian | Generative AI / LLMs

Google Workspace

Google AI & Nvidia: The Three Operating Planes of AI & The Invisible Force Connecting Them

Why “AI Gravity” determines where Google and NVIDIA win In 2026, the AI conversation has shifted. We’ve moved past ...

Google Workspace

Why Google AI Automation Powers Data-Centric Industries

In 2026, the cloud conversation has shifted from infrastructure to outcomes. The question is no longer “Should we move ...

AI Strategy

The Complete Guide to Agentic AI Design Patterns

Agentic AI design patterns are the architectural blueprints that describe artificial intelligence systems to plan, ...

Google Cloud

The Era of the AI Teammate: Key Takeaways from Google Next 2026

I just returned from Google Next 2026, and if there’s one takeaway that stood out, it’s this: we are officially moving ...

AI Strategy

How Thoughtworks scales AI adoption to empower their workforce

Technology is the easy part. The people? That’s where the real challenge—and the real magic—happens.

AI Strategy

Manufacturing the future: How Sanmina is scaling AI

In the world of high-tech manufacturing, complexity isn't just a challenge—it’s the baseline. For Sanmina, a Fortune ...

At Google Cloud Next, Paul Lewis, Chief Technology Officer (CTO), Pythian and Matt Ferrari, Lead of Platforms, Wayfair explored how one of the world’s largest homegoods retailers moved from legacy gridlock to AI-driven agility.

AI Strategy

The Retail Revolution: How Wayfair is using AI to shape the future of online furniture shopping

The retail landscape is no longer just about having the best product on the shelf; it’s about having governed data that ...

Schnucks, a fourth-generation family-owned grocer, discussed with us at Google Cloud Next 2026 how a strategic shift toward AI and automation is empowering their multigenerational workforce.

AI Strategy

Beyond the cart: How AI is transforming grocery store operations

The grocery industry has long been defined by razor-thin margins and intense manual labor. From the back-office hum of ...

Prioritizing AI architectural replaceability in the enterprise | Paul Lewis, CTO, Pythian joins SiliconANGLE and The Cube

AI Strategy

From AI implementation to impact: Mastering enterprise AI in the modern workplace

The dust has finally settled on Google Cloud Next 26, and if there is one definitive takeaway, it is this: the era of ...

AI Strategy

The Definitive Definition of Production AI: Moving from Pilot to ROI

What is Production AI? Moving Beyond the Pilot “Production AI is the deployment of AI solutions into core business ...

AI Development

AI Implementation Consultants: The Definitive Guide to Choosing the Right Partner

The AI implementation consultant services market is booming, projected to grow from $11.07 billion in 2025 to $90.99 ...

AI Development

AI Implementation Strategy: The 4-Phase Roadmap to Production-Ready AI

Many enterprises have an AI strategy—but nearly none have an AI implementation strategy.

AI Development

Corporate AI Implementation Failure: Why 95% of Projects Never Reach Production

Corporate AI implementation failure has become one of the defining technology challenges of 2025 and 2026. Despite ...

Oracle

Oracle’s AI Data Platform Workbench: “Hello World”

Oracle has recently released a new service within OCI called AI Data Platform Workbench, or AIDPW for short.

AI Development

AI Chatbot Development Services: Custom vs. Off-the-Shelf AI Chatbots

The decision between a custom AI chatbot and an off-the-shelf platform comes down to your need for control over your ...

Data

Why Your IT Department Needs to Implement AI This Year

For years, AI in the data center was a "tomorrow" problem. Many CIOs this year watched from the sidelines as large ...

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 expertise. ...

AI Strategy

From Prompts to Processes: Building Reliable NLP-to-SQL with Multi-Agent Reasoning

Introduction: Why AI Agents Are the Next Step Beyond Traditional Systems In recent years, Natural Language to SQL ...

AI Strategy

The CIO’s Mandate: Blinking Lights, Business Models, and AI for IT

Modern business survival requires that leaders fundamentally understand IT. It is no longer enough for IT to simply ...

AI Strategy

Escaping the IT Capacity Trap: How to Leverage AI for Incident Management

CIOs today are caught in a paradox. While 47 percent of global CIOs view AI for IT as a critical part of their ...

AI Strategy

Can You Build an AI for IT Ops Roadmap in Just 3 Days?

We are witnessing a massive shift in the mandate for CIOs. Most enterprise AI initiatives die in the boardroom. They ...

Google Cloud

The intelligent data imperative: Building your business’s AI future with Google

Table of contents Executive summary: The mandate for intelligence Chapter 1 - The breaking point of traditional data ...

Microsoft SQL Server

Next-Gen Data Intelligence: How SQL Server 2025 Redefines the Modern Database

SQL Server 2025 is not just another upgrade—it’s a dramatic reimagining of the database for the AI era.

AI Strategy

AI Chatbots vs AI Assistants vs AI Agents

AI chatbots, AI assistants, and AI agents: What exactly is the difference?

AI Enablement

The AI Speed Trap: Navigating the Fast Lane to Sustainable Value

This past long weekend, it seemed police forces were in a blitz, doing an exceptional job of tracking down speeding ...

AI Enablement

Securing the Lifeblood of AI: Protecting Your Data Pipelines

The AI revolution is here. With a projected market value of $68.29 billion by 2029, the data security industry is ...

Data

Garbage In, Intelligence Accelerated in the Wrong Direction: Why Data Quality is the Bedrock of AI Success

The rapid ascent of Artificial Intelligence (AI) promises transformative capabilities, igniting a race among ...

Machine Learning

Creating Task-Specific ML Models & Enhancing their Real World Usage

In today's rapidly evolving AI landscape, the ability to create machine learning (ML) models tailored to specific tasks ...

AI Strategy

Accelerate Your AI Transformation

What to Expect from Pythian's AI Workshop

AI Strategy

What is Enterprise AI Search?

In today's complex business landscape, the promise of artificial intelligence (AI) to revolutionize operations is ...

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 ...

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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

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Google AI & Nvidia: The Three Operating Planes of AI & The Invisible Force Connecting Them

Why Google AI Automation Powers Data-Centric Industries

The Complete Guide to Agentic AI Design Patterns

The Era of the AI Teammate: Key Takeaways from Google Next 2026

How Thoughtworks scales AI adoption to empower their workforce

Manufacturing the future: How Sanmina is scaling AI

The Retail Revolution: How Wayfair is using AI to shape the future of online furniture shopping

Beyond the cart: How AI is transforming grocery store operations

From AI implementation to impact: Mastering enterprise AI in the modern workplace

The Definitive Definition of Production AI: Moving from Pilot to ROI

AI Implementation Consultants: The Definitive Guide to Choosing the Right Partner

AI Implementation Strategy: The 4-Phase Roadmap to Production-Ready AI

Corporate AI Implementation Failure: Why 95% of Projects Never Reach Production

Oracle’s AI Data Platform Workbench: “Hello World”

AI Chatbot Development Services: Custom vs. Off-the-Shelf AI Chatbots

Why Your IT Department Needs to Implement AI This Year

Using Multi-Agent Reasoning for NLP-to-SQL

From Prompts to Processes: Building Reliable NLP-to-SQL with Multi-Agent Reasoning

The CIO’s Mandate: Blinking Lights, Business Models, and AI for IT

Escaping the IT Capacity Trap: How to Leverage AI for Incident Management

Can You Build an AI for IT Ops Roadmap in Just 3 Days?

The intelligent data imperative: Building your business’s AI future with Google

Next-Gen Data Intelligence: How SQL Server 2025 Redefines the Modern Database

AI Chatbots vs AI Assistants vs AI Agents

The AI Speed Trap: Navigating the Fast Lane to Sustainable Value

Securing the Lifeblood of AI: Protecting Your Data Pipelines

Garbage In, Intelligence Accelerated in the Wrong Direction: Why Data Quality is the Bedrock of AI Success

Creating Task-Specific ML Models & Enhancing their Real World Usage

Accelerate Your AI Transformation

What is Enterprise AI Search?

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

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