KPI-Anomaly Detection AI Agent by Nestack Agent Care
Throughput on the orders dashboard drops 40% overnight. Is it a real fall, a broken feed, or just the bank holiday nobody added to the alert rules? The KPI anomaly detection AI agent from Nestack Agent Care watches operational metrics and sends only the movements that survive the known explanations, each to a named owner.
What the agent does:
- Measures each series against the shape it has held before, not just a fixed threshold.
- Attaches the calendar behind a month-end or holiday trip, and suppresses movements already explained by a planned outage or a warehouse reopening, logging each suppression.
- Reads a series that stops arriving as a possible broken feed rather than a fall in throughput.
- Folds further movement on a series under investigation into that investigation instead of opening another.
- Sends nothing when no owner could act on the alert, and marks a series' history as no longer comparable when its definition changes.
Where the human stays in charge: a named owner decides what a movement means, closes investigations and acts on flagged series. Setting thresholds and standing suppression rules up or down stay with people, and write actions run only inside the approval boundaries agreed during implementation.
Read the full page: KPI-Anomaly Detection AI Agent by Nestack Agent Care. More managed AI agents for operations and other departments at nestackagents.com.
Capacity Planning & Forecasting AI Agent by Nestack Agent Care
A capacity plan says second-line support needs four more people next quarter, but nobody can say who set the 85% utilisation rate buried in the spreadsheet, or whether the demand extract behind it is still current. The capacity planning and forecasting AI agent from Nestack Agent Care builds people and shift capacity plans for operations teams so every assumption is visible, owned and dated.
What the agent does:
- Sets the planning horizon and keeps the demand signal, hiring lead time and shift pattern apart.
- Lifts each assumption out of the formula it hides in and into a register with the person who set it and the date.
- Marks a plan amber when a source ages past its term instead of letting it carry on quietly.
- Labels and dates downside cases, and reports a resource pool counted in two plans rather than netting it away.
- Shows what moves in the plan when one assumption changes, beside what stays where it was.
Where the human stays in charge: a named capacity lead approves the plan, decides the headcount and sets the utilisation rate. Choosing which scenario becomes the plan and signing it off for the board stay with people, and write actions run only inside the approval boundaries agreed during implementation.
Read the full page: Capacity Planning & Forecasting AI Agent by Nestack Agent Care. More managed AI agents for operations and other departments at nestackagents.com.