10decodersYour AI Agent Passed the Demo. It's Still Not Ready for Production
88% of AI agent pilots stall before production due to flawed evaluation. Here is what quality engineering for agentic AI looks like in 2026.
Blog & Insights
Blog & Insights — Page 8
Blueprints and engineering strategies for scaling enterprise AI from pilot to production.
Quality Engineering
GCC & Offshoring
83% Mission-Critical, Only 17% in Control: The GCC Ownership Gap Enterprises Must Close in 2026
Close the GCC ownership gap in 2026. Empower Indian capability centers with strategic decision-making and budget autonomy.
Agentic AI
Multi-Agent AI Orchestration: The 6 Architecture Failures Enterprise Teams Make in 2026
Most enterprise multi-agent AI systems fail not because the individual agents are bad, but because the orchestration layer was never designed. Here are the 6 architecture failures causing production breakdowns in 2026.
Enterprise Modernization
70% of Fortune 500 Companies Still Run 20-Year-Old Software: The 6 Enterprise Modernization Failures Costing Millions in 2026
Legacy technical debt consumes 40 to 50% of enterprise IT budgets in 2026. Here are the 6 modernization failures keeping AI initiatives stuck on infrastructure built for a different era, and how to fix them.
Quality Engineering
88% of Developers Don't Trust the Code Their Own AI Wrote: The 6 Quality Engineering Failures Costing Enterprises in 2026
Fix quality engineering pipelines for AI-generated code. 6 QE failures letting LLM-authored defects reach production.
Enterprise Automation
RPA vs Agentic Process Automation: The 6 Decision Criteria Enterprise Leaders Get Wrong in 2026
RPA vs Agentic Automation: 6 decision criteria to choose the right workflow automation model for enterprise processes.
Data Engineering & AI
63% of Enterprises Lack AI-Ready Data: The 6 Data Foundation Failures Killing AI ROI in 2026
Most enterprise AI projects fail on data, not models. Here are the 6 data foundation failures blocking AI ROI in 2026 and how to fix them.
Healthcare AI
Why Healthcare AI Agents Stall at Pilot: The 6 Clinical Workflow Design Failures Blocking Go-Live in 2026
Most healthcare AI agents never leave the pilot. The failures are not model accuracy problems — they are clinical workflow design failures. Here are the 6 that most health-tech teams miss and how to fix them before deployment.
GCC & Offshoring
GCC Setup Cost Breakdown India 2026: What a Global Capability Center Actually Costs in Year One
What does a GCC in India actually cost to stand up in 2026? Incorporation, office, IT, hiring, payroll, compliance, and the hidden line items that quietly double the budget. A line-by-line year-one breakdown built from delivered captives, not vendor ballparks.
