AI Strategy

Global Labor Market: Measuring the Job Replacement Threat Score (JATS) Due to AI Adoption

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Human knowledge workers collaborating with advanced AI interfaces in a modern office

1. The AI Tsunami: Understanding Automation vs. Replacement The global workforce is facing an existential question: How will the rapid adoption of Artificial Intelligence (AI), particularly Generative AI (GenAI), change our jobs? Unlike past industrial revolutions that automated physical, routine labor, the current AI wave is targeting cognitive, white-collar, and knowledge-based tasks. For companies, the … Read more

Small Model LLM Cost Efficiency Score: The 90% Operational Reduction Strategy for 2026

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Multi-Model Orchestration and Dynamic Routing strategy using an AI Gateway for LLM Cost Efficiency

1. The LLM Cost Bottleneck: Why Smaller is the Only Sustainable Choice The Token Trap: Understanding Per-Request Expenditure The primary financial drain in LLM deployment is the Token Spend. LLMs charge based on the number of tokens (words, punctuation, or spaces) processed for both input (the prompt/context) and output (the response). Using a premium model … Read more