recommendation-canvas

Evaluate and propose AI product solutions using a structured canvas that assesses business outcomes, customer outcomes, problem framing, solution hypotheses, positioning, risks, and value justification. Use this to build a comprehensive, defensible recommendation for stakeholders and decision-makers—especially when proposing AI-powered features or products that carry higher uncertainty and risk.

This is not a feature spec—it's a strategic proposal that articulates why this AI solution is worth building, what assumptions need validating, and how you'll measure success.

The Recommendation Canvas Framework Created for Dean Peters' Productside "AI Innovation for Product Managers" class, the canvas synthesizes multiple PM frameworks into one strategic view:

تقييم واقتراح حلول منتجات الذكاء الاصطناعي باستخدام لوحة منظمة تقيم نتائج الأعمال ونتائج العملاء وتأطير المشكلات وفرضيات الحلول وتحديد المواقع والمخاطر وتبرير القيمة المصدر: deanpeters/product-manager-skills.