Predictika · Zero-turn mower accessory orders

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

An AI sales agent prepares an order for a zero-turn mower with a collection system, bagger drive kit, mulching kit and discharge cover. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the published accessory fit-up chart and returns a verdict, every reason and the figures it computed.

Scope: Husqvarna fabricated-deck zero-turn mower accessories (Z, P-ZT and M-ZT models): collection systems, drive kits, mulching kits and discharge covers. See everything this validator covers

This validator models accessory orders for Husqvarna fabricated-deck zero-turn mowers from the public accessory fit-up chart, not just the scenarios shown below.

  • Mowers and parts — 20 mower models (Z448 to Z572X, P-ZT 48, 54 and 60, M-ZT 52 and 61) and 23 listed accessory parts: collection systems and baggers, bagger drive kits, mulching kits and operator controlled discharge covers, each checked against the models the chart lists for it.
  • Dependencies — collection systems the chart marks as requiring a drive kit must have one on the quote; a mulching kit the chart lists as replaced by another part is flagged.
  • Conditions and figures — drive kits the chart lists with a serial number condition need a person to confirm it; the collection capacity the quote states is compared with the capacity of the chosen system (bushels).

Any accessory order for these mower models that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (the chart lists part numbers only, so this validator produces no price build-up or line-item quote), stamped-deck and ClearCut tractors and zero-turns, V and W series, mulch covers, baffle kits, whether a listed serial number condition is actually met, and any part or model not on the chart.

The AI sales agentBuilds the accessory 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

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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
Accessories that fit only the mower models the chart listsOnly with workarounds
Each of 23 parts has its own list of mower models (by model name, with some entries by deck size or series), so a CPQ needs a compatibility table or dozens of per-part rules that must be re-checked whenever the chart changes.
Every part and the models it fits are facts in one model; any mower and part pairing is checked on every call.
A collection system that requires a drive kitOnly with care
The dependency depends on which collection system is chosen and then on which drive kit fits that mower; a simple required-option rule does not check both.
The requirement and the drive kit fit are checked together, whichever line is entered first.
A replaced part and a serial number conditionOnly with care
Notes in the chart (replaced by, serial number conditions) are free text; someone has to turn each into a rule and keep it current.
Both notes are rules: a replaced part blocks, a serial number condition asks for a person to confirm it.
A stated capacity that must match the collection systemOnly with care
The stated figure is a free-entry field; a rule can compare it with the capacity of the chosen part, but someone has to write and maintain that for every system.
The stated capacity travels with the order and is compared with the computed capacity 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

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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 collection system on the quote is listed as requiring a bagger drive kit, but the quote has none.
2The bagger drive kit on the quote is not listed in the fit-up chart for this mower model.
3The fit-up chart lists this bagger drive kit with a serial number condition; a person must confirm the mower serial number meets it.
4The collection system on the quote is not listed in the fit-up chart for this mower model.
5The operator controlled discharge cover on the quote is not listed in the fit-up chart for this mower model.
6The mulching kit on the quote is not listed in the fit-up chart for this mower model.
7The mulching kit part on the quote is listed in the fit-up chart as replaced by part 598390601.
8The quote states a collection capacity of 12 bushels, but the collection system on it holds 9.
9The quote states a collection capacity of 6 bushels, but the collection system on it holds 9.
10The quote states a collection capacity of 9 bushels, but the collection system on it holds 12.

Scenarios and results

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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. Z560X collection system: A Z560X order with a 13 bushel collection system

The agent's request. Please quote a Husqvarna Z560X zero-turn mower (60 in. deck) with a 3 Bag / 13 bushel collection with blower (part 967322601). The quote states a collection capacity of 13 bushels. It is ready to send.

Verdict: Blocked.

  • Collection system needs a drive kit. The collection system on the quote is listed as requiring a bagger drive kit, but the quote has none.

2. Z560X collection system: The agent resubmits after fixing the errors

The agent's request. Please quote a Husqvarna Z560X zero-turn mower (60 in. deck) with a 3 Bag / 13 bushel collection with blower (part 967322601) and a bagger drive kit, 60 in. (part 966407201). The quote states a collection capacity of 13 bushels. It is ready to send.

Verdict: Allowed.

  • Order summary. Collection capacity on the quote is 13 bushels.

3. Z454X accessories: A Z454X order with a bagger, drive kit, mulching kit and discharge cover

The agent's request. Please quote a Husqvarna Z454X zero-turn mower (54 in. deck) with a 3 Bag / 9 bushel collection with blower (part 598390201), a bagger drive kit, 54 in. (part 598390401), a mulching kit, 60 in. (part 598390601) and an oCDC - Operator controlled discharge cover (part 966488701). The quote states a collection capacity of 9 bushels. It is ready to send.

Verdict: Blocked.

  • Mulching kit does not fit the mower. The mulching kit on the quote is not listed in the fit-up chart for this mower model.
  • Discharge cover does not fit the mower. The operator controlled discharge cover on the quote is not listed in the fit-up chart for this mower model.

4. Z454X accessories: The agent resubmits after fixing the errors

The agent's request. Please quote a Husqvarna Z454X zero-turn mower (54 in. deck) with a 3 Bag / 9 bushel collection with blower (part 598390201), a bagger drive kit, 54 in. (part 598390401), a mulching kit, 54 in. (part 546689301) and an oCDC - Operator controlled discharge cover (part 966488701). The quote states a collection capacity of 9 bushels. It is ready to send.

Verdict: Blocked.

  • Discharge cover does not fit the mower. The operator controlled discharge cover on the quote is not listed in the fit-up chart for this mower model.

5. Z454X accessories: The agent resubmits after fixing the errors

The agent's request. Please quote a Husqvarna Z454X zero-turn mower (54 in. deck) with a 3 Bag / 9 bushel collection with blower (part 598390201), a bagger drive kit, 54 in. (part 598390401) and a mulching kit, 54 in. (part 546689301). The quote states a collection capacity of 9 bushels. It is ready to send.

Verdict: Allowed.

  • Order summary. Collection capacity on the quote is 9 bushels.

6. P-ZT 60 collection system: A P-ZT 60 order with a 13 bushel collection system and a drive kit

The agent's request. Please quote a Husqvarna P-ZT 60 zero-turn mower (60 in. deck) with a 3 Bag / 13 bushel collection with blower (part 967322601) and a bagger drive kit, 54 in. (part 598390401). The quote states a collection capacity of 13 bushels. It is ready to send.

Verdict: Blocked.

  • Bagger drive kit does not fit the mower. The bagger drive kit on the quote is not listed in the fit-up chart for this mower model.

7. P-ZT 60 collection system: The agent resubmits after fixing the errors

The agent's request. Please quote a Husqvarna P-ZT 60 zero-turn mower (60 in. deck) with a 3 Bag / 13 bushel collection with blower (part 967322601) and a bagger drive kit, 60 in. (part 966407201). The quote states a collection capacity of 13 bushels. It is ready to send.

Verdict: Allowed.

  • Order summary. Collection capacity on the quote is 13 bushels.

Narration transcript

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The text of the narrated walkthrough, step by step.

  1. Welcome to a demo of Predictika's Validator. An AI sales agent prepares an order for a zero-turn mower with a collection system, bagger drive kit, mulching kit and discharge cover. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the published accessory fit-up chart 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 a Husqvarna Z560X zero-turn mower (60 in. deck) with a 3 Bag / 13 bushel collection with blower (part 967322601). The quote states a collection capacity of 13 bushels. The rest of the request is on screen.
  4. Before it goes out, the agent calls the validator.
  5. Blocked, with one finding, all in one answer. The collection system on the quote is listed as requiring a bagger drive kit, but the quote has none.
  6. The validator returned one blocking finding 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 a collection system that requires a drive kit, a rules-based CPQ is error-prone for this.
  8. Now the agent resubmits.
  9. The corrected request. It sets the bagger drive kit to 966407201 Bagger drive kit, 60 in..
  10. It calls the validator again.
  11. This time the validator clears it.
  12. The earlier finding is cleared, and the validator's figure matches the quote.
  13. One problem 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.