
A Cost and Control Layer for Production LLM Systems
Edgee AI Gateway introduces a new operational layer for production LLM systems — built to reduce costs while bringing visibility and control to AI infrastructure.
Shagufta Riaz is a senior Product Manager who brings creativity, energy, and curiosity to everything she does. She's passionate about building products that truly meet user needs and loves finding new ways to solve problems. With her dynamic thinking and collaborative spirit, she thrives in fast-paced environments where ideas come to life.
When she's not leading products, Shagufta loves to travel and explore new cultures. She finds inspiration in unexpected moments—whether hiking in nature or discovering a new city—and brings those fresh perspectives into her work. Her curiosity and love of discovery shape both her approach to products and her outlook, continuously driving her to learn, create, and grow.

Edgee AI Gateway introduces a new operational layer for production LLM systems — built to reduce costs while bringing visibility and control to AI infrastructure.
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