SAP ke top executive Manos Raptopoulos ka kehna hai ki enterprise AI governance profit margins ko secure karne mein madad karta hai. Woh statistical guesses ki jagah deterministic control laata hai.
SAP ke Global President of Customer Success Europe, APAC, Middle East & Africa, Manos Raptopoulos, ne bataya ki jab organizations large language models ko production environments mein push karti hain, toh evaluation criteria badal gaye hain. Ab precision, governance, scalability, aur tangible business impact par focus hai.
90% aur 100% Accuracy Mein Farak
Raptopoulos ne ek important observation di. Unhone kaha ki operational gap between near-perfect aur perfect absolute hai. Matlab, 90% accuracy aur 100% accuracy ke beech ka farak incremental nahi hai — woh existential hai.
"The distance between 90% and 100% accuracy is not incremental. In our world, it is existential." — Manos Raptopoulos, SAP
Unhone example diya ki consumer-grade model ko document mein words count karne ko kaho, toh woh 10% miss kar deta hai. Lekin enterprise environment mein yeh gap acceptable nahi hai.
AI Governance Ka Role Profit Margins Mein
SAP ke mutabiq, enterprise AI governance profit margins secure karta hai. Iska matlab hai ki statistical guesses — jo uncertain hote hain — unki jagah deterministic control aata hai. Deterministic control ka matlab hai ki system ka output predictable aur reliable hota hai.
Jab organizations AI ko production mein use karte hain, toh unhein chahiye ki system 100% accurate ho. Agar koi bhi error hai, toh woh profit margins ko affect kar sakta hai. Isliye governance frameworks zaroori hain jo ensure karein ki AI models sahi tarah se kaam karein.
Hamaari Baat: Enterprise AI Governance Kyun Important Hai
Seedha baat karein toh, SAP ka point bahut clear hai. Jab AI consumer level par use hota hai, toh 90% accuracy bhi kaam kar jaati hai. Lekin enterprise level par — jahan profit margins, customer data, aur business decisions involve hain — wahan 100% accuracy chahiye.
AI governance ka matlab sirf compliance nahi hai. Woh actually business ka ek important tool hai jo profit margins ko protect karta hai. Agar aap AI ko production mein use kar rahe hain bina proper governance ke, toh aap apne business ko risk mein daal rahe hain.
SAP ka yeh approach dikhata hai ki AI adoption mein ab maturity aa rahi hai. Companies ab sirf AI use nahi kar rahi hain — woh AI ko control bhi kar rahi hain. Aur yahi control unke profit margins ko secure karta hai.
Sources & References
- SAP — SAP Official
