The Sugar‑free Digestive Cookies ecosystem spans three functional layers. Upstream, raw‑material suppliers deliver sugar alternatives (e.g., erythritol, stevia), whole‑grain flours, and functional fibers that meet nutritional specifications. Midstream, ingredient formulators and contract manufacturers translate these inputs into low‑glycemic dough formulations, applying proprietary processing technologies to retain texture and shelf‑life. Technology providers supply enzymatic treatment and extrusion equipment that enable low‑sugar dough handling without compromising crumb structure. Downstream, packaging firms, distributors, and retail or food‑service channels move the finished product to end users, while regulators enforce labeling and health claims. Channel partners, including e‑commerce platforms and private‑label distributors, extend reach into niche health‑conscious consumer segments. End users—individual consumers and institutional buyers—drive formulation trends through demand for clean‑label, high‑fiber options. Value is created through the convergence of ingredient science, manufacturing efficiency, and compliance assurance, and captured at each handoff where cost, quality, and brand differentiation are negotiated.