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Kumi Journal

Insights & Stories

Practical write-ups on product engineering, AI workflows, and digital execution. Use quick search and category filters to jump straight to what matters.

Showing 5 of 5 published articles

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5 Articles
Business team evaluating AI strategy with ROI metrics, workflow mapping, and decision-making for funding approval
AI Strategy & ROIApr 20, 2026

AI Strategy and ROI: How to Build a Business Case That Leaders Will Fund

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Illustration of Claude Sonnet 4.6 used by business teams for coding, drafting, and AI workflow automation
AI Strategy & ROIApr 16, 2026

Claude Sonnet 4.6 Buying Guide for Business Teams: Where It Helps, Where It Doesn't

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Illustration of AI managing back-office workflows with automated processing, system integrations, and human review for exceptions
AI Strategy & ROIApr 14, 2026

Operations AI Automation: What AI Will Look Like in Five Years for Back-Office Work

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Illustration of multi-agent AI workflow with orchestrator, specialist agents, tool integration, and state management
AI Automation for DevelopersApr 13, 2026

Multi-Agent System Architecture: How to Build AI Workflows That Actually Survive Production

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AI invoice automation workflow in finance showing document extraction, validation rules, exception routing, and human review
AI Implementation PlaybooksApr 13, 2026

How to Implement AI Invoice Processing in a Real Finance Workflow

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