URD: AI Features
| Module | Version | Updated |
|---|---|---|
EXT-04 | v0.2 | 2026-06-04 |
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. Feature Catalog
The feature list of this module. Each row is one feature (a Functional Area). Detail in §6.
| Feature ID | Feature | Phase | Epic | Status | Priority |
|---|---|---|---|---|---|
INS | Insights | P1 | — | Planned | Medium |
Status: live from Plane where mapped, otherwise registry-declared. Vocabulary mirrors Plane (state-group / phase).
6. Features
One sub-section per feature, in catalog order. Each feature keeps its description, requirements, and acceptance together. Priority = MoSCoW (Must / Should / Could / Won't).
INS - Insights Planned
Feature ID: ai/INS · Phase: P1 · PRDs: - · Dev: -
What it does for users: owners receive forecasts of revenue and product demand, smart anomaly alerts, and plain-language answers to business questions - derived automatically from their data without manual report building.
Requirements
| 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 |
Acceptance
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 |
| 2026-06-04 | Claude (AI pair) | Reorganize by feature (Feature Spine) | v0.2 |