for subheadings. We'll keep them.
Also ensure proper nouns: "AI agents" -> "agents d'IA" but in title we used "agents d'IA". In content, use "agents d'IA" or "agents IA"? I'll use "agents d'IA" consistently. "Agentic payments" -> "paiements agentiques" (since it's a specific term). "Human-in-the-loop" -> "intervention humaine" or keep as "human-in-the-loop"? I'll translate as "approbations avec intervention humaine".
For "supply-chain settlements" -> "règlements de la chaîne d'approvisionnement"
Check for accuracy: $8 billion -> 8 milliards de dollars (keep number). "commerce" vs "transactions" - in context, "commerce" is fine, but in first sentence "handle $8 billion in commerce" -> "tra
