Predictika · Cabinet orders for builders and remodelers

An AI sales agent's cabinet order, checked before it goes out

An AI sales agent prepares a cabinet order for a builder: door style and finish, wall, base, tall and vanity cabinets, hardware, fillers and the manufacturing option. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the rules in the public specification guide and returns a verdict, every reason and the figures it computed.

Scope: Simply Woodmark PRO cabinet orders: Shaker full overlay (Painted Linen, Painted Stone) and Shaker partial overlay (Painted Linen) doors with wall, base, tall, oven and vanity cabinets. See everything this validator covers

This validator models Simply Woodmark PRO cabinet orders, not just the scenarios shown below.

  • Door style and finish — the Shaker full overlay door comes in Painted Linen and Painted Stone, the Shaker partial overlay door only in Painted Linen; a full overlay door requires decorative hardware.
  • Cabinet types and sizes — each cabinet type is checked against the widths and heights in the guide: wall (one door, butt doors, over the refrigerator at 12 or 24 inches deep, corner), base (door and drawer, butt doors, three drawers, wastebasket, sink, deep sink, blind corner, Super Susan), tall utility, double oven and vanity cabinets.
  • Fillers and manufacturing option — a blind corner base cabinet needs a filler ordered separately, a full overlay door that hinges next to a deeper object needs at least a 1 inch filler, and express manufacturing on an order that blends American Woodmark PRO SKUs needs the PRO XPRESS option.
  • Items a person confirms — the Super Susan base cabinet needs 29 inches of clearance to pass through a doorway, and 24 inch deep wall cabinets must be attached to studs in the way the guide describes.

Any Simply Woodmark PRO order that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (the guide carries none, so this validator produces no price build-up or line-item quote), moldings, panels, roll-out trays, decorative doors and other accessories, the American Woodmark PRO, Hampton Bay and ProFolio lines, and the number of hardware pieces per door (the guide does not state one). A check covers up to three cabinet lines per request, and a filler requirement is met by ordering at least one filler piece.

The AI sales agentBuilds the cabinet order from the conversation and says it is ready.
Predictika validatorChecks every rule at once and returns the verdict, each finding, and the computed figures.

7 scenarios in 3 groups · each group runs from the agent’s first attempt to the outcome · click one to switch

What the agent proposes

The AI sales agent says

Illustrative agent statement. The validator receives the structured request below.

Proposing agent: AI sales agent (scripted)

Before sending, the agent must call Recorded run

Predictika validator


      
Waiting for the call.

Where rules-based CPQ gets it wrong

Click to expand

Our assessment of what a typical rules-based CPQ (product rules, price rules and validation rules, as in Salesforce CPQ) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.

What the validator caughtTypical rules-based CPQPredictika
Parts that must be ordered separately (decorative hardware on full overlay, a filler with a blind corner base)Only with care
Each is a separate line that has to be present when another line is; a validation rule can check it, but every such pairing is another rule to write and maintain.
The door style, the cabinet lines, the hardware and the fillers travel in one request and every pairing is checked together.
A condition of the site rather than the product (a full overlay door that hinges next to a deeper object)Only with workarounds
The catalog has no field for the neighbor of a door, so a custom question and a rule on top of it have to be added.
The condition is one more choice in the request and its rule is checked with the rest.
An option needed only for a combination (express manufacturing on blended lines needs PRO XPRESS)Only with care
A rule has to combine three choices: the shipping speed, the blending and the option. It can be written, but it is easy to miss when a new option is added.
All three choices are in one request and the combination is checked on every call.
Every problem returned in one answerOnly with workarounds
Rules tend to fire as the order is saved or a step is completed, so a rep often fixes one error and meets the next.
All findings come back together, whatever order the choices arrived in.

What this validator catches: findings from its test cases

Click to expand

Every rule is checked on every call, in any order the choices arrive; one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed.

1The Shaker partial overlay door is available only in Painted Linen; Painted Stone comes only with the full overlay door.
2A full overlay door style requires decorative hardware and the order has none.
3A full overlay door that hinges next to a deeper cabinet, wall, appliance or countertop needs at least a 1 inch filler on that side and the order has no filler.
4The order has 1 blind base cabinet and no filler; the filler must be ordered separately.
5Line 3 is 40 inches wide, which is not an available width for that cabinet type.
6Express (quick ship) on an order that blends Simply Woodmark PRO with American Woodmark PRO SKUs needs the PRO XPRESS manufacturing option, which is not on the order.
7Line 1 is 33 inches wide, which is not an available width for that cabinet type.
8Line 1 is 39 inches high, which is not an available height for that cabinet type.
9Line 3 is 24 inches wide, which is not an available width for that cabinet type.
10Line 3 is 100 inches high, which is not an available height for that cabinet type.
11Line 3 is 30 inches wide, which is not an available width for that cabinet type.
12The Super Susan base cabinet needs at least 29 inches of clearance to pass through a doorway (removing the door is recommended); a person should confirm the route.
1324 inch deep wall cabinets must be securely attached to studs in the back wall and both sides, or the back wall, one side and the top; a person should confirm the installation.
14Line 1 is 30 inches wide, which is not an available width for that cabinet type.
15Line 3 is 27 inches wide, which is not an available width for that cabinet type.
16Line 2 has a cabinet type but a quantity of 0.

Scenarios and results

Click to expand

The recorded result of the validator for each scenario on this page: the request the AI agent sent, the verdict, and every finding, in the order they appear above.

1. Door finish and corner base: A partial overlay order in Painted Stone with a blind corner base and no filler

The agent's request. Please quote the Shaker partial overlay door in Painted Stone for the Alder Court homes at Harbor Ridge Builders: 8 wall cabinets with one door, 18 inches wide and 36 inches high; 4 base cabinets with two butt doors, 36 inches wide; 1 blind corner base cabinet (BLB42/45). It has no decorative hardware. It is ready to send.

Verdict: Blocked.

  • Partial overlay is not made in Painted Stone. The Shaker partial overlay door is available only in Painted Linen; Painted Stone comes only with the full overlay door.
  • Blind base cabinet needs a filler. The order has 1 blind base cabinet and no filler; the filler must be ordered separately.

2. Door finish and corner base: The agent resubmits after fixing the errors

The agent's request. Please quote the Shaker partial overlay door in Painted Linen for the Alder Court homes at Harbor Ridge Builders: 8 wall cabinets with one door, 18 inches wide and 36 inches high; 4 base cabinets with two butt doors, 36 inches wide; 1 blind corner base cabinet (BLB42/45). It has no decorative hardware. It includes 1 filler piece. It is ready to send.

Verdict: Allowed.

  • Order summary. 13 cabinets on 3 lines.

3. Full overlay and express shipping: A full overlay order with no hardware, shipped express with blended lines

The agent's request. Please quote the Shaker full overlay door in Painted Stone for the Alder Court homes at Harbor Ridge Builders: 10 wall cabinets with one door, 21 inches wide and 42 inches high; 6 base cabinets with two butt doors, 30 inches wide; 1 sink base cabinet, 36 inches wide. It has no decorative hardware. The end door hinges next to a deeper cabinet. It should ship express. It blends in American Woodmark PRO SKUs. It is ready to send.

Verdict: Blocked.

  • Full overlay needs decorative hardware. A full overlay door style requires decorative hardware and the order has none.
  • Full overlay hinge side needs a 1 inch filler. A full overlay door that hinges next to a deeper cabinet, wall, appliance or countertop needs at least a 1 inch filler on that side and the order has no filler.
  • Blended lines need the PRO XPRESS option. Express (quick ship) on an order that blends Simply Woodmark PRO with American Woodmark PRO SKUs needs the PRO XPRESS manufacturing option, which is not on the order.

4. Full overlay and express shipping: The agent resubmits after fixing the errors

The agent's request. Please quote the Shaker full overlay door in Painted Stone for the Alder Court homes at Harbor Ridge Builders: 10 wall cabinets with one door, 21 inches wide and 42 inches high; 6 base cabinets with two butt doors, 30 inches wide; 1 sink base cabinet, 36 inches wide. It includes decorative hardware. The end door hinges next to a deeper cabinet. It includes 1 filler piece. It should ship express. It blends in American Woodmark PRO SKUs. It includes the PRO XPRESS manufacturing option. It is ready to send.

Verdict: Allowed.

  • Order summary. 17 cabinets on 3 lines.

5. Corner storage: A Super Susan in a width that is not made

The agent's request. Please quote the Shaker full overlay door in Painted Linen for the Alder Court homes at Harbor Ridge Builders: 8 wall cabinets with one door, 18 inches wide and 30 inches high; 4 base cabinets with two butt doors, 36 inches wide; 1 Super Susan base cabinet, 30 inches wide. It includes decorative hardware. It is ready to send.

Verdict: Blocked.

  • Line 3 width is not available. Line 3 is 30 inches wide, which is not an available width for that cabinet type.
  • Super Susan needs a 29 inch doorway. The Super Susan base cabinet needs at least 29 inches of clearance to pass through a doorway (removing the door is recommended); a person should confirm the route.

6. Corner storage: The agent resubmits after fixing the errors

The agent's request. Please quote the Shaker full overlay door in Painted Linen for the Alder Court homes at Harbor Ridge Builders: 8 wall cabinets with one door, 18 inches wide and 30 inches high; 4 base cabinets with two butt doors, 36 inches wide; 1 Super Susan base cabinet, 36 inches wide. It includes decorative hardware. It is ready to send.

Verdict: Needs approval.

  • Super Susan needs a 29 inch doorway. The Super Susan base cabinet needs at least 29 inches of clearance to pass through a doorway (removing the door is recommended); a person should confirm the route.
  • Order summary. 13 cabinets on 3 lines.

7. Corner storage: The agent resubmits after fixing the errors

The agent's request. Please quote the Shaker full overlay door in Painted Linen for the Alder Court homes at Harbor Ridge Builders: 8 wall cabinets with one door, 18 inches wide and 30 inches high; 4 base cabinets with two butt doors, 36 inches wide; 1 blind corner base cabinet (BLB42/45). It includes decorative hardware. It includes 1 filler piece. It is ready to send.

Verdict: Allowed.

  • Order summary. 13 cabinets on 3 lines.

Narration transcript

Click to expand

The text of the narrated walkthrough, step by step.

  1. Welcome to a demo of Predictika's Validator. An AI sales agent prepares a cabinet order for a builder: door style and finish, wall, base, and more. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the rules in the public specification guide and returns a verdict, every reason and the figures it computed.
  2. I will start with the first request by the agent.
  3. The agent says. Please quote the Shaker full overlay door in Painted Stone for the Alder Court homes at Harbor Ridge Builders: 10 wall cabinets. It has no decorative hardware. The rest of the request is on screen.
  4. Before it goes out, the agent calls the validator.
  5. Blocked, with three findings, all in one answer. A full overlay door style requires decorative hardware and the order has none. A full overlay door that hinges next to a deeper cabinet, wall, appliance or countertop needs at least a 1 inch filler on that side and the order has no filler. Express (quick ship) on an order that blends Simply Woodmark PRO with American Woodmark PRO SKUs needs the PRO XPRESS manufacturing option, which is not on the order.
  6. The validator returned three blocking findings in one answer. A check that reads one field at a time would pass most of this; it shows only when the choices in the quote are checked against each other.
  7. What this shows: for an option needed only for a combination (express manufacturing on blended lines needs PRO XPRESS), a rules-based CPQ is error-prone for this.
  8. Now the agent resubmits.
  9. The corrected request. It changes the decorative hardware to yes. It sets the filler pieces to 1 and the PRO XPRESS manufacturing option to yes.
  10. It calls the validator again.
  11. This time the validator clears it.
  12. All three earlier findings are cleared.
  13. Three problems caught in one call, fixed in one pass, and a clean quote. That is the value of Predictika's validator: catching mistakes before they reach the customer. Now you can try the other scenarios yourself.