URD: AI Features

Module	EXT-04	Version	v0.1
Status	Planned	Date	2026-05-30

1. Purpose

Help owners act on their data without manual analysis — predicting sales and demand, flagging anomalies, and recommending next actions in plain language.

2. Scope

Included	Excluded
Forecasting, prediction, anomaly detection	Manual report building
Recommendations & natural-language queries	Data warehousing / external BI

3. Definitions

Term	Definition
Forecast	Predicted future value of a metric (e.g. revenue)
Anomaly	A data point that deviates from expected patterns
Recommendation	A suggested action derived from the data

4. Conceptual Model

Conceptual only — no implementation exists yet.

5. Functional Requirements

Priority = MoSCoW. All requirements are Planned.

5.1 Insights (INS)

ID	P	Requirement	Status
URD-INS-001	S	Forecast revenue for an upcoming period	Planned
URD-INS-002	S	Predict product demand for stock planning	Planned
URD-INS-003	C	Detect anomalies and raise smart alerts	Planned
URD-INS-004	C	Answer business questions in natural language	Planned

6. Acceptance Criteria

AC-INS-01: Revenue forecast (planned)

Given	When	Then
Sufficient order history	The owner opens the forecast	A predicted revenue range for the next period is shown

7. Constraints & Non-Goals

Constraints

ID	Constraint
C-01	Forecasts require a minimum order history before they appear

Non-Goals

• Replacing manual Reports
• Exposing raw model internals to end users

8. Version History

Date	Author	Description	Ver
2026-05-30	PM	Initial stub; module Planned	v0.1