A practical roadmap for agentic AI integration
How to introduce agentic AI into an existing business without turning the first release into a risky platform rewrite.
June 11, 20265 minGolub Softworks
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AI automation articles
Practical notes on agentic AI workflows, human review, observability, and production automation that can survive real operations.
AI agent observability starts before production
What to log, trace, and measure before giving AI agents real operational responsibility.
June 11, 20265 minGolub Softworks
Human-in-the-loop AI is a system design choice
How to use human review, approvals, and escalation paths to make AI automation safer and more useful.
June 11, 20265 minGolub Softworks
Where agentic AI helps customer operations first
Practical starting points for AI agents in support, CRM, account operations, and customer-facing workflows.
June 11, 20265 minGolub Softworks
Production AI agents need workflow boundaries before tools
A practical Golub Softworks field note on designing agentic AI systems around real operational boundaries, not loose prompts and disconnected tools.
June 10, 20265 minGolub Softworks