Trace what is funded, executed and still unknown.
AMR decisions depend on evidence scattered across national plans, surveillance systems, research, donor portfolios, projects and implementation records. AgentBrain reconstructs the decision chain without filling gaps with assumptions.
Show how mandate memory becomes operator leverage.
Valtis is the vertical proof case for Daniel, a digital co-property-manager. The usecase explains how persistent memory, confidence gates and receipts support property operations while keeping production boundaries explicit.
What both cases share.
Different domains, same infrastructure problem: the agent must carry context over time, verify whether that context still holds, and show why a decision or escalation was made.
Use the cases to understand the architecture in context. AMR shows decision intelligence under evidence uncertainty. Valtis shows vertical operator memory under customer workflow constraints.
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