AI Operations
Text Classification: How AI Learns to Sort and Route Your Work
An interactive walkthrough of building a text classifier — from taxonomy and labeled examples to a monitored production system with human review.
Read article →Insights
Insights
Practical perspectives on AI, architecture, and technology strategy.
AI Strategy
Contextual Search: How Reliable AI Answers Actually Work
An interactive walkthrough of retrieval-augmented generation — how a question travels through governed knowledge to an answer with citations you can trust.
Read article →AI Operations
Copilot Integration for Operations: A 90-Day Outcome Playbook
A practical 90-day plan for rolling out Copilot in operations with workflow design, governance, and measurable outcome tracking.
Read article →AI Strategy
AI Strategy Roadmap for Mid-Size Organizations
Building a practical AI roadmap requires more than picking tools — it requires aligning technology investments to business outcomes. Here's a framework for getting it right.
Read article →Architecture
Enterprise Architecture Patterns for Modernization
Most modernization efforts fail not because of bad technology choices, but because of disconnected architecture decisions. Here are the patterns that work.
Read article →App Development
Build vs. Buy for Application Modernization
The build vs. buy decision for legacy system modernization is rarely black and white. Here's how to think through it systematically.
Read article →Cloud & IT
Cloud Migration Risk Checklist
Cloud migrations fail in predictable ways. This checklist helps you identify and mitigate the risks before they become expensive problems.
Read article →Work with Splendor
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