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Success Motions

Highlights:

The State of Agentic AI in 2026

Cool Stuff in Implementation & Project Related AI/ML Solutions

Interesting articles from around the web! See the Blog tab at top right for our stuff.

Using AI to find legacy system issues.

8/18/26

Using AI To Find The Hidden Pattern Behind Most Legacy CRM Failures

Testing with AI

The importance of context in AI solutions.

7/30/26

Context, Not Correlation, Will Define Successful AI Implementation

Trends

Obstacles to successful agentic AI implementation in 2026.

6/3/26

The State Of Agentic AI In 2026: Companies Are Chasing, Few Are Catching

Critical Success Factors

51 enterprise AI stories and why they were successful

4/2/26

Stanford Enterprise AI Playbook

51 Successful Implementations

For technology service providers, agentic AI represents both a profound disruption and a major growth opportunity.

2/20/26

The $200 Billion Agentic AI Opportunity for Tech Service Providers

Use Cases

2026 AI Enterprise Implementation Predictions

12/29/25

Crowdsourcing 2026 AI Predictions

Expert Consensus

Critical success factors for implementing AI in 2026.

11/13/25

Agentic AI for the Enterprise: Turning Vision into Reality - Insights from Symbiosis 2025

Critical Success Factors

AI use cases in Retail industry for 2025

9/16/25

Generative AI in Retail in 2025: Real-World Use Cases and Implementation Guide

Use Cases

Technical guide to building LLM applications.

7/5/25

Designing and Implementing Complex LLM Applications

Tech Talk

Applying agentic AI to any enterprise business process.

6/29/25

Agentic AI Lifecycle for Enterprise Processes

Approaches

Anthropic's engineering team describes their LLM multi-agent research architecture.

6/13/25

How we built our multi-agent research system.

Engineering at Anthropic

AI in procurement and consumer data.

6/8/25

Does AI implementation in one part of a company translate into AI success in another part of the same company?

Analysis

Lessons from 25 years of agile project management.

5/18/25

Agile’s Quarter-Century Crisis: Why We’re Still Failing 25 Years After the Manifesto

Methods

Top 6 AI use cases for enterprise projects in 2025.

5/13/25

6 AI Agent Use Cases Dominating Enterprise Workflows in 2025

Use Cases

Example of building an AI agent for technical architecture development.

5/3/25

Let’s Build Solution Architect AI-Agent

Agents

How to get executive buy-in for AI projects.

4/28/25

Why The C-Suite Is The Bottleneck For Implementing AI Projects

Governance

A history of AI agents and what is coming next.

4/17/25

Here Comes the Second Wave Of Intelligent Agents

Trends

AI governance key areas of interest.

4/2/25

Responsible AI in Practice: From Ethics to Implementation

AI Governance

Use cases for using AI on product team work.

3/2/25

AI in Agile Product Teams

Methods

Using AI tools in project management

2/10/25

AI in Project Management: The Ultimate Sidekick for Smarter Work

Tools of the Trade

AI agent use cases for business in 2025

2/7/25

15 AI Agent Business Ideas in 2025

Use Cases

Understanding how generative AI agents will change business processes

2/4/25

AI Agents Are About to Blow Up the Business Process Layer

Use Cases

Huge market opportunity for vertical AI agents.

1/14/25

Vertical AI Agents: The Next $300 Billion Disruption in Tech

Case Studies

AI implementation use case trends for Financial Services companies.

1/9/25

4 Use Case Trends for 2025 (Financial Services)

Financial Services Use Cases

Lessons learned from Generative AI implementations at Amazon Web Services in 2024.

1/1/25

GenAI in Action: Key Learnings and Strategies from a Year of Practical Implementation

Lessons Learned

Agentic Generative AI uses cases from Google Cloud.

12/19/24

321 Real World Gen AI Use Cases (from Google Cloud)

Use Cases

A blueprint for autonomous agents in an Agentic Mesh ecosystem

12/17/24

The Anatomy of an Autonomous Agent

Patterns

Vertical AI agents are the next big artificial intelligence business-to-business (B2B) opportunity.

12/3/24

Why Vertical AI Agents Could Be 10X Bigger Than SaaS: Insights from Y Combinator

Solution Trends

Real-world LLMOps implementations, with detailed summaries and technical notes.

12/1/24

LLMOps Database

Case Studies

Estimates of spending on AI implementation projects by category.

11/29/24

Enterprise AI Spending: What the Numbers Tell Us About Implementation

Analyst Research

Why you don't want to build a RAG system.

11/6/24

RAG as a Service : The Developer’s New Best Friend

Approaches

Designing agentic workflows with AI.

10/24/24

Designing Cognitive Architectures: Agentic Workflow Patterns from Scratch

Tech Talk

ISO standards for artificial intelligence implementation and maintenance.

10/16/24

The Potential Benefits of Implementing the Knowledge Management and Artificial Intelligence ISO Standards Together

Standards

Causal AI solution implementation.

10/6/24

Welcome to the Causal AI Marketplace

Solution Frontiers

Enterprise implementation approaches for artificial intelligence.

9/24/24

Enterprise Philosophy and The First Wave of AI

The Big Picture

Hidden costs of artificial intelligence projects.

9/11/24

The Hidden Costs of Implementing AI in Your Company

Business Cases

Do agile methods and AI work together?

8/30/24

AI Development and Agile Don't Mix Well, Study Shows

Perspectives

Using the Data Science Lifecycle Process for projects.

8/28/24

DSLP - The Data Science Project Management Framework that Transformed My Team

Methodologies

Artificial intelligence use cases across industries.

8/15/24

Your AI Encyclopedia: 65 Must-Know Generative AI Use Cases Across 18 Industries

Industry Use Cases

AI uses cases for startups.

8/13/24

AI Agents in Action: Boosting Revenue for Startups through Strategic Implementation

Use Cases

AI use cases that are not a fit for generative AI.

8/10/24

Do Not Use LLM or Generative AI For These Use Cases

Perspectives

AI implementation methodologies, from system integrators to AI integrators.

7/10/24

The Rise of the AI Integrators (Part 1)

Methodologies

Artificial Intelligence approaches - from system integrators to AI integrators.

7/10/24

The Rise of AI Integrators (Part 2)

Methodologies

Enterprise machine learning use cases from major corporations.

6/15/24

ML System Design: 450 Case Studies to Learn From

Industry Use Cases

AI LLM implementation techniques with semantic caching

6/13/24

Implementing Semantic Caching: A Step-by-Step Guide to Faster, Cost-Effective GenAI Workflows

Tech Talk

Stanford Human-Centered Artificial Intelligence Report for 2024

5/1/24

Stanford AI Index Report 2024

Trends

Design patterns for compound artificial intelligence solutions for the enterprise.

4/17/24

Design Patterns for Compound AI Systems (Conversational AI, CoPilots & RAG)

Tech Talk

Enterprise AI platform consortium

4/17/24

Open Platform for Enterprise AI Announced

Ecosystems

Building AI / ML applications using large language models.

3/17/24

The Design Shift: Building Applications in the Era of Large Language Models

Tech Talk

Using ChatGPT in agile methodology.

3/15/24

Revolutionizing Agile Ceremonies with OpenAI: A Game-Changer in Software Development

Project Methods

Trends for AI in project management.

3/14/24

57 'AI in Project Management' Statistics

Trends

AI in domain-specific planning. AI agents. RAG.

3/13/24

PlanGPT: LLM Domain Specific To Revolutionizing Industries

Tech Talk

Retrieval Augmented Generation (RAG) techniques for LLM development and the future of AI.

1/8/24

Why Are Advanced RAG Methods Crucial for the Future of AI?

Tech Talk

Machine learning practical applications and understanding precision and recall.

12/22/23

A Business Lens on Precision and Recall

Practical Applications

Agile project management for data science projects.

12/12/23

Agile and Data Science — A Match Made in Heaven?

Project Methods

Enterprise AI Implementation Case Studies

12/1/23

Implementing and Scaling Artificial Intelligence

Case Studies in Enterprise AI

Agile methods for machine learning projects.

10/3/23

Choreographing the Future: How AI and Agile Move in Tandem

Project Methods

Use of AI assistants in project management for estimations, risk assessment, task completion, etc.

9/24/23

Revolutionizing Project Management: The AI Advantage

AI Assistants are Here

Economics of Large Language Model implementation analyst report.

9/15/23

LLM Economics - A Guide to Generative AI Implementation Cost

Analyst Report

Case study use cases for generative artificial intelligence in Learning & Development.

9/12/23

Implementing Generative AI In L&D: Importance, Use Cases, Strategies

Industry Use Cases

Large Language Models as AI Tutors

9/10/23

Implementing Learning Principles with a Personal AI Tutor: A Case Study

AI CSMs?

AI and machine learning implementation methodologies.

9/7/23

Why You Need a Consistent AI Implementation Strategy

Implementing AI Solutions

Project management and artificial intelligence incorporation - methods, processes, and tools.

9/6/23

Leveraging AI: The Modern Navigator of Project Management Expeditions

A Perspective on AI and Project Management

Implementing artificial intelligence solutions for customer operations and customer success.

9/6/23

AI Implementation: Moving From Buzz To Tangible Business Solutions

Forbes Business Development Council

Artificial intelligence agent market forecast.

6/1/23

Autonomous Agents Market Outlook (2023 to 2033)

Analyst Forecasts

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