Research Signal

Turn your AI workflows into verifiable expertise.

Research from Wharton and Harvard Business School (Working Paper No. 26-036) confirms that the quality of AI outcomes depends on who directs the process and how they execute it. ValueSignal translates this insight into verifiable domain authority and heuristic models, allowing you to showcase your AI-assisted decisions with total confidence.

Domain Authority Workflow Ownership Heuristic Signals Decision Traceability
Domain authority models

Prove depth in a specialty by capturing AI-assisted decisions and outcomes.

Heuristic signal layers

Score work patterns, not just outputs, to show how you think and lead.

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These data points help personalize your initial skill profile.