5 posts
On-prem LLM deployment guide: hardware requirements, GPU and VRAM, quantization savings, the serving stack, and on-prem vs API total cost of ownership calculation.
AI consulting or in-house team? A comprehensive comparison of external AI consulting versus building an in-house team on cost, risk, speed, and knowledge transfer, plus a hybrid model and decision matrix.
What is build buy assemble? The build, buy, or assemble decision in enterprise AI; decision criteria, TCO, vendor lock-in, and hybrid architecture in this guide.
How is AI ROI calculated? ROI, NPV, and payback period formulas, cost and benefit items, TCO, a step-by-step worked example, a KPI framework, and common mistakes in this comprehensive guide.
A comprehensive Turkish-enterprise-focused guide to calculating AI investment ROI in TRY with tax incentives included. Covers ROI formulas (simple ROI, NPV, payback, IRR), 4 value dimensions, hidden cost lines, 6 concrete use-case calculations, TÜBİTAK/KOSGEB incentives, SMB vs enterprise differences, and a 5-step ROI framework — for CFOs and decision-makers.