Ward for
Furniture retail.
Disconnected ERP, warehouse, and POS systems. Custom/configurable SKUs that break standard reporting. ERP-locked production data, long lead times, and margin erosion you don't see until quarter-end. Ward connects your internal systems and surfaces what matters.
Ranked on GMROI and velocity together, not units alone, so profitable slow movers survive the cut.
gmroi.sku | 412 SKUs below $0.90 GMROI holding $1.8M in working capital |
|---|---|
assortment.gap | 31 SKUs selling in the urban cluster are unstocked in a demographically matched cluster |
Vendor C billed above the active price list. The overage is recoverable.
invoice.line | 1,200 units at $4.28; contract clause 3.2(b) sets $4.12 |
|---|---|
dispute.amount | $0.16 per unit, $192 total, classified as off-contract pricing |
Gross lift looked strong. Net of cannibalisation and pull-forward it destroyed value.
promo.gross_lift | Promoted SKU +41% against its own baseline |
|---|---|
promo.net | After category cannibalisation and pull-forward, net contribution −$14K |
Nine SKU-store pairs cross the predicted-zero threshold inside 48 hours. Store 22 produce is the most urgent.
forecast.daily | Lettuce at Store 22: 84 units/day against 38 on hand, zero by 11a Thursday |
|---|---|
supplier.lead | Regional DC lead time 18 hours, no sufficient PO already in transit |
Problems Furniture operators
find too late.
The failure modes that usually surface in a post-mortem, weeks after anyone could act on them.
Source: IBISWorld / Furniture Today
Dashboards
Pinned views built from saved data-lake queries.
Sources
Connect external systems to the data lake.
| Name | Type | Last sync |
|---|---|---|
epicor_production_stage_log | import | 2m ago |
epicor_bom_cost_actuals | import | 2m ago |
sap_inventory_snapshot | import | 14m ago |
netsuite_sales_orders | import | 1h ago |
retail_showroom_pos | import | 1h ago |
retail_freight_inbound | import | 1h ago |
retail_dealer_orders | import | 1h ago |
Policies
Browse and manage Cedar access policies for your tenant.
| Policy ID | Effect | Resources |
|---|---|---|
finance-read-default | permit | Model::* |
sourcing-read-bom | permit | Model::"bom_cost_actuals" |
dealer-blocked | forbid | Model::"bom_*" |
plant-read-production | permit | Model::"production_stage_log" |
Where Furniture operators
leave money on the table.
The KPIs Ward monitors, and what changes when someone is watching.
Ward requires 2–3 production cycles to baseline order flow and cost patterns. ERP data quality is the single biggest variable in time-to-value.
Insight cards for Furniture.
What Ward covers
for furniture retail.
Furniture integrationsRead-only by default.
Built for furniture leadership
Metrics Ward moves
Platform pieces furniture teams lean on
Operator stories
and the alternatives.
Questions about Ward for furniture retail.
First insight cards within 48 hours of connecting to your data. Stable baselines across 10,000+ SKUs and your store estate within roughly two weeks.
Ward connects to the systems furniture operators actually run: ERP, POS, e-commerce, data warehouses, and BI tools. Read-only API access. No data movement required.
No. Ward sits on top of the data your dashboards already visualize and surfaces what changed, why, and what to do, between dashboard refresh cycles, while your team is doing other work.
Two ways to start.
A fixed-fee pilot on your furniture data, or a broader advisory engagement.
Playbooks for Furniture.
By department and system.
Tuned to Furniture Manufacturing & Retail velocity and systems.
Merchandising
Supply Chain
See what Furniture operators are missing.
Ward finds the margin leaks, shrinkage patterns, and promo misfires your reports don’t surface.
Read-only to start · your LLM keys · SOC 2 Type II underway · or book a call directly
Find out what your data has been hiding.
Tell us about your operation. We’ll show you the problems Ward catches, and the ones your current tools miss.