How VYAN responds and learns.
7 capabilities · 3 sub-themes
The continuous layer. Decisions emit as events arrive, not at a monthly cadence. Plans replan surgically around the disruption rather than wholesale. The system learns from realized outcomes — drivers recalibrate, drift surfaces as a signal, accuracy compounds. SAGE sits in the loop as the translator and the institutional memory. This is what compounds value in year one and beyond.
Decisions emit continuously2
Event-Triggered Decision Emission
Planning runs on cycles. Issues between cycles surface at the next planning run, days late. Planners discover problems in retrospective exception reports, not as they happen.
Read card →Surgical Replan with Minimum Impact Radius
Disruption response forces a choice: replan everything (slow, plan-churn cascades) or patch locally (under-optimal, shifts the problem). Neither answer fits, and plan stability degrades either way.
Read card →The system learns2
Plan-vs-Actual Learning Loop
Plan-vs-actual variance gets reviewed in monthly business reviews and forgotten. Drivers drift; learnings don't reach the next plan. Last quarter's beliefs run next quarter's planning.
Read card →Self-Healing Data Through Driver Calibration
Planning quality depends on assumed values — lead times in master data, yield assumptions, demand bias — that drift from reality. Traditional planning systems require data-cleansing programs to fix th…
Read card →SAGE in the loop3
SAGE — Your Planning Team’s Institutional Memory
Planners and modelers spend their days on system-mechanic tasks: translating business intent into schema fields, configuring scenarios, assembling slides for issue meetings, walking executives through…
Read card →SAGE — Explaining What Changed, Why It Matters, and What to Do Next
Performance reviews and decision queues each require the same translation work — assemble the data, identify what changed, explain why, propose what to do next. The math behind a recommendation isn’t…
Read card →SAGE — Cross-Functional Decision Rooms
Many decisions span functions — a pricing change pulls in commercial and supply; a capacity move pulls in operations, CFO, and CSCO; a customer renegotiation pulls in commercial, CSCO, and customer se…
Read card →See how responds and learns lands in your own enterprise.
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