01
Data Management and Data Governance
How Agentic Solutions Transform Enterprise Workflows
Agentic AI changes workflows — but an agent without defined boundaries brings oversight burden, not efficiency. The 2026 enterprise reality.
GÖKHAN MERCANOĞLU
Technology decisions, grounded in business reality.
Clear, analytical and actionable perspectives on ERP, CRM, automation, AI and data-driven transformation.
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02
Data Management and Data Governance
How Should Companies Position AI Agents?
Increasing the number of AI agents is not a measure of digital maturity. Without an accountability line, every agent deployed accelerates operational risk, not efficiency.
Jul 1, 2026 · 5 min
03
ERP and Enterprise Software
AI-Powered ERP, CRM and BI Selection: The Criteria That Actually Matter
Most companies get seduced by the demo. The real questions in AI-capable enterprise software lie in data architecture, model governance and accountability mapping.
Jun 1, 2026 · 7 min
04
Artificial Intelligence and Machine Learning
AI Agents and SMEs: Can Enterprise Technology Deliver Small Business Value?
AI Agents won't rescue an SME — but for businesses with documented processes and clean data, they open a real door to enterprise-grade capability. Knowing…
May 11, 2026 · 6 min
05
Artificial Intelligence and Machine Learning
How to Measure Generative AI ROI More Clearly in 2026
After three years of enterprise AI deployment, murky ROI isn't a technology problem — it's a measurement problem. Value attribution, baseline discipline, and portfolio framing…
Mar 9, 2026 · 5 min
06
Analytics, KPIs and Performance Management
AI Operating Model: A Real Framework for Embedding AI into Your Business Layer
Why do AI pilots keep failing? The problem isn't the technology — it's undefined decision rights and unmeasured outcomes. Build your AI Operating Model properly.
Jan 26, 2026 · 6 min
07
Artificial Intelligence and Machine Learning
AI in 2026: Moving from Project Portfolios to an Operational AI Model
Project count is no longer the right metric for AI success. In 2026, what matters is how deeply artificial intelligence is embedded into daily operations.
Jan 5, 2026 · 6 min
08
Artificial Intelligence and Machine Learning
SLMs in Defense: Secure AI Architecture for Classified and Air-Gapped Environments
A small model is not a secure model. In defense AI deployments, the real challenge is designing the security classification boundary — not picking the…
Jun 9, 2025 · 5 min
09
Artificial Intelligence and Machine Learning
From AI Assistant to AI Coworker: This Is a Delegation Problem, Not a Tool Upgrade
Moving from AI assistant to AI coworker is not about switching tools. Organizations that haven't mapped which decisions can be delegated will fail the transition.
Apr 7, 2025 · 6 min
10
Artificial Intelligence and Machine Learning
LLM, SLM, and RAG: Which AI Architecture Should Your Company Choose?
Choosing between LLM, SLM, and RAG is a strategic decision, not a technical one. Data maturity and use case clarity must come before model size.
Feb 10, 2025 · 6 min
Archive
Topics
266 articles
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110 articles
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