The core pain point is strategic uncertainty. Executives know circularity is a regulatory and brand imperative, but lack the data to justify capital reallocation. Is remanufacturing cheaper than new production? What's the true net cost of a take-back program after recovered material value? Without precise modeling, circular initiatives remain pilot projects, failing to scale and deliver promised ROI. This data gap stalls progress and exposes firms to competitive and regulatory risk.













