Discovery projects
On July 19, 2026, Deloitte released a market report titled "The Cognitive Discovery Loop" (CDL), a project management methodology tailored for deep--tech and hardware R&D. The framework introduces "Heuristic Sprints," which are short, intensive validation cycles designed to test high--risk technical hypotheses before formal engineering begins. A key feature is the "Intuition--AI Interface," a governance tool that balances data--driven insights with expert human judgment to navigate "Black Swan" technical challenges. The methodology aims to reduce "sunk--cost bias" in long--term scientific exploration by mandating "Hypothesis--Driven Exit Gates."