AI for Business

This section focuses on the latest insights, strategies, and practical guidance for implementing AI in enterprise environments. Here you’ll find analysis of watsonx platform capabilities, generative AI adoption patterns, and strategic frameworks for successful AI transformation.

Explore in-depth articles, frameworks, and practitioner guides on AI strategy, governance, agents, and automation across the enterprise. New written pieces will be added regularly.

The Enterprise Imperative: AI Orchestration in the Age of Agentic Systems

September 18, 2025 #AI Orchestration #Enterprise AI #Agentic AI #Business Process Automation #Digital Transformation #AI Governance #Enterprise Architecture

As agentic AI systems become mainstream, enterprises face a critical challenge: orchestrating complex multi-agent workflows at scale. Drawing parallels from the evolution of Business Process Automation, this analysis explores the six foundational capabilities required for successful AI orchestration and provides actionable guidance for enterprise practitioners navigating this transformation.

The Real Problem Behind GenAI Pilot 'Failures': Business Value Misalignment, Not Technology

August 19, 2025 #AI #Business Value #Pilot #Strategy #ROI #GenAI #Implementation #Enterprise

High GenAI pilot failure rates aren’t about technology limitations—they’re about fundamental business practice failures. Here’s how proper value assessment and constituency alignment can dramatically improve success rates.

Convergence of market segments around AI

August 14, 2025 #AI #Agents #Conversational AI #Intelligent Process Automation #RPA #BPM #Enterprise #MCP #Strategy

Chatbots, intelligent process automation, and generative AI are converging into an AI Agents stack. Here’s what’s driving the shift, who’s involved, and how to evaluate investments through a generative lens.

AI Catalogs: The Next Governance Artifact

August 10, 2025 #AI #Governance #Catalogs #MCP #Agents #Security #Gateways #Enterprise

Why AI catalogs are becoming the core enterprise artifact connecting gateways, governance, and security—plus a pragmatic path to get started.

The Evolution of AI Agent Development: From Complex Engineering to Accessible Tools

August 6, 2025 #AI #Agents #Low-Code #Enterprise #Development #Standards #MCP #No-Code

Exploring how AI agent development has evolved from requiring deep technical expertise to accessible no-code platforms, the emergence of domain-specific agents, and the critical role of industry standards in fostering innovation.

AI Agents: The Next Layer in Enterprise Architecture

August 2, 2025 #agentic #domain agents #hr #procurement #sales #enterprise architecture #automation

AI Agents represent a fundamental shift in enterprise architecture, offering tool integration, memory persistence, and iterative reasoning. Based on hundreds of GenAI implementations, we explore two primary adoption patterns and their business impact.