Predictika · Vehicle lock orders

An AI sales agent's one-key lock order, checked before it goes out

An AI sales agent prepares a fleet order for BOLT Lock one-key locks: the lock (a 5/8 inch, 1/2 inch or long-pin receiver lock, a coupler pin lock, an off-vehicle coupler lock, a cable lock, a padlock, a Jeep spare tire or hood lock, a locking recovery hook, a toolbox latch kit or a GM tailgate handle), the vehicle brand, the hitch class or coupler size, the quantity, a discount and the net total the quote states. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of how those choices fit together and returns a verdict, every reason and the net total it computed.

Scope: One BOLT Lock one-key lock order: lock type, vehicle brand, hitch class or coupler size, quantity, discount and the stated net total. See everything this validator covers

This validator models BOLT Lock one-key lock orders, not just the scenarios shown below.

  • Lock and hitch — the 1/2 inch receiver lock for class 1 and 2 hitches, the 5/8 inch and long-pin receiver locks for class 3 to 5, and the coupler pin lock for couplers from 1/2 to 3-3/8 inches.
  • Vehicle fit — the long-pin receiver lock and the GM tailgate handle for Chevrolet and GMC, the Jeep spare tire and hood locks for Jeep, and a person checks the toolbox latch kit on other trucks and brands outside the eight STRATTEC names.
  • One key — a lock learns the first vehicle key used in it, so a lock cannot be re-keyed to another vehicle, and a cable lock cable is 6 feet long.
  • Discounts and totals — the volume discount tier applies by quantity, a discount a few points above the tier goes to sales management and one far above it is blocked, an order over 25,000 dollars goes to a person, and the stated net total is compared with the one computed from the quantity, price and discount.

Any one-key lock order that touches these rules is in scope — not only the scenarios pictured here. Not covered: other STRATTEC products and non-BOLT locks, shipping and taxes. Lock names, receiver sizes and hitch classes, the coupler range, the cable length and the vehicle brands follow public STRATTEC and BOLT Lock pages; all prices, volume discount tiers, approval thresholds and the remaining fit limits are modeled from comparable products and are illustrative, not published by STRATTEC.

The AI sales agentBuilds the lock order from the conversation with the fleet buyer and says it is ready to send.
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
A receiver lock that fits only some hitch classesOnly with care
The 1/2 inch lock fits class 1 and 2, the 5/8 inch and long-pin locks fit class 3 to 5, so every lock needs its own rule against the hitch class entered.
The lock is one choice and the hitch class is checked against it in the same pass.
Locks made for one vehicle brandOnly with workarounds
The long-pin lock and tailgate handle are for Chevrolet and GMC, the Jeep locks for Jeep, and some brands need a person, so each lock needs a rule against the brand ordered for.
Every lock is checked against the vehicle brand on every call.
A discount that depends on the quantityOnly with workarounds
The allowed discount comes from the quantity tier, a few points above it needs approval and far above it is blocked, so changing the quantity changes what the discount means.
The tier is computed from the quantity and the discount is checked against both lines.
A stated net total that must match the computed oneOnly with workarounds
The total comes from the lock price, the quantity and the discount, so a rule must recompute it and compare it with the stated figure.
The net total is computed inside the model and compared with the stated one.
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, so the agent can fix them in a single pass.

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.

1This receiver lock does not fit a class 3 hitch; the 1/2 inch lock is for class 1 and 2 and the 5/8 inch lock and the long pin lock are for class 3, 4 and 5.
2The longer receiver pin is listed for newer GM heavy-duty hitches; the vehicle ordered for is not a Chevrolet or GMC.
3The coupler pin lock fits couplers from 1/2 inch to 3-3/8 inches; the coupler stated is 3 eighths of an inch wide.
4The cable lock cable is 6 feet long; the item to secure needs 7 feet.
5The spare tire lock and the hood lock are made for Jeep vehicles; the vehicle ordered for is not a Jeep.
6The GM tailgate handle fits Chevrolet and GMC trucks only.
7The toolbox latch retrofit kit is confirmed here for GM trucks only; a person should confirm the toolbox and vehicle.
8The brand is listed in the BOLT Lock finder but not among the eight brands STRATTEC names for one-key use; a person should confirm the lock fits the vehicle key.
9A BOLT Lock learns the first vehicle key used in it permanently, so it cannot be re-keyed to a different vehicle.
10The order has 0 locks; at least 1 is needed.
11A discount of 6 percent is above the 5 percent tier discount for this quantity and needs sales management approval.
12A discount of 11 percent is more than 5 points above the 5 percent tier discount for this quantity.
13The order states a net total of $0.01; the computed net total is $270.00.
14The net total is more than 25,000 dollars and needs sales management approval.

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. Long-pin receiver locks for a Ford fleet: Thirty long-pin receiver locks for Ford vehicles on a class 2 hitch, with a 20 percent discount and a wrong net total

The agent's request. Please quote 30 long-pin receiver locks for Ford vehicles. The hitch is class 2. The order gets a discount of 20 percent. The quote states a net total of $1,276.00. It is ready to send.

Verdict: Blocked.

  • Hitch class does not fit the receiver lock. This receiver lock does not fit a class 2 hitch; the 1/2 inch lock is for class 1 and 2 and the 5/8 inch lock and the long pin lock are for class 3, 4 and 5.
  • Long pin lock for GM only. The longer receiver pin is listed for newer GM heavy-duty hitches; the vehicle ordered for is not a Chevrolet or GMC.
  • Discount far above the tier. A discount of 20 percent is more than 5 points above the 8 percent tier discount for this quantity.
  • Stated total does not match. The order states a net total of $1,276.00; the computed net total is $1,392.00.

2. Long-pin receiver locks for a Ford fleet: The agent resubmits after fixing the errors

The agent's request. Please quote 30 half-inch receiver locks for Ford vehicles. The hitch is class 2. The order gets a discount of 20 percent. The quote states a net total of $1,248.00. It is ready to send.

Verdict: Blocked.

  • Discount far above the tier. A discount of 20 percent is more than 5 points above the 8 percent tier discount for this quantity.

3. Long-pin receiver locks for a Ford fleet: The agent resubmits after fixing the errors

The agent's request. Please quote 30 half-inch receiver locks for Ford vehicles. The hitch is class 2. The order gets a discount of 8 percent. The quote states a net total of $1,435.20. It is ready to send.

Verdict: Allowed.

  • Order summary. 30 lock(s) at a list price of 52 dollars each, discount 8 percent, net total $1,435.20.

4. Coupler locks for a Nissan fleet: Twenty-five coupler pin locks for Nissan vehicles with a 3-3/4 inch coupler and a 20 percent discount

The agent's request. Please quote 25 coupler pin locks for Nissan vehicles. The trailer coupler is 3-3/4 inches wide. The order gets a discount of 20 percent. The quote states a net total of $1,240.00. It is ready to send.

Verdict: Blocked.

  • Coupler width outside the range. The coupler pin lock fits couplers from 1/2 inch to 3-3/8 inches; the coupler stated is 30 eighths of an inch wide.
  • Discount far above the tier. A discount of 20 percent is more than 5 points above the 8 percent tier discount for this quantity.

5. Coupler locks for a Nissan fleet: The agent resubmits after fixing the errors

The agent's request. Please quote 25 off-vehicle coupler locks for Nissan vehicles. The order gets a discount of 8 percent. The quote states a net total of $1,104.00. It is ready to send.

Verdict: Allowed.

  • Order summary. 25 lock(s) at a list price of 48 dollars each, discount 8 percent, net total $1,104.00.

6. Receiver locks for a Toyota fleet: Ten half-inch receiver locks for Toyota vehicles on a class 3 hitch with a 6 percent discount

The agent's request. Please quote 10 half-inch receiver locks for Toyota vehicles. The hitch is class 3. The order gets a discount of 6 percent. The quote states a net total of $488.80. It is ready to send.

Verdict: Blocked.

  • Hitch class does not fit the receiver lock. This receiver lock does not fit a class 3 hitch; the 1/2 inch lock is for class 1 and 2 and the 5/8 inch lock and the long pin lock are for class 3, 4 and 5.
  • Discount above the tier. A discount of 6 percent is above the 5 percent tier discount for this quantity and needs sales management approval.

7. Receiver locks for a Toyota fleet: The agent resubmits after fixing the errors

The agent's request. Please quote 10 five-eighths-inch receiver locks for Toyota vehicles. The hitch is class 3. The order gets a discount of 5 percent. The quote states a net total of $513.00. It is ready to send.

Verdict: Allowed.

  • Order summary. 10 lock(s) at a list price of 54 dollars each, discount 5 percent, net total $513.00.

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 a fleet order for BOLT Lock one-key locks: the lock (a 5/8 inch, 1/2 inch or long-pin receiver lock, a coupler pin lock, an off-vehicle coupler lock, a cable lock, a padlock, a Jeep spare tire or hood lock, a locking recovery hook, a toolbox latch kit or a GM tailgate handle), the vehicle brand, the hitch class or coupler size, and more. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of how those choices fit together and returns a verdict, every reason and the net total it computed.
  2. I will start with the first request by the agent.
  3. The agent says. Please quote 30 long-pin receiver locks for Ford vehicles. The hitch is class 2. The rest of the request is on screen. The quote states a net total of $1,276.00.
  4. Before it goes out, the agent calls the validator.
  5. Blocked, with four findings, all in one answer. This receiver lock does not fit a class 2 hitch; the 1/2 inch lock is for class 1 and 2 and the 5/8 inch lock and the long pin lock are for class 3, 4 and 5. The longer receiver pin is listed for newer GM heavy-duty hitches; the vehicle ordered for is not a Chevrolet or GMC. A discount of 20 percent is more than 5 points above the 8 percent tier discount for this quantity. The other one is on screen.
  6. The validator returned four 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 and against the stated total.
  7. What this shows: for a receiver lock that fits only some hitch classes, a rules-based CPQ is error-prone for this.
  8. Now the agent resubmits.
  9. The corrected request. It changes the lock to 1/2 inch receiver lock and the net total stated on the quote to $1,248.00.
  10. It calls the validator again.
  11. Still blocked, with one finding, all in one answer. A discount of 20 percent is more than 5 points above the 8 percent tier discount for this quantity.
  12. Three findings cleared. Still blocking: discount far above the tier.
  13. The agent resubmits once more.
  14. The revised request. It changes the discount to 8 percent and the net total stated on the quote to $1,435.20.
  15. It calls the validator once more.
  16. This time the validator clears it.
  17. The earlier finding is cleared.
  18. Four problems caught in one call, fixed in two passes, and a clean $1,435.20 quote. That is the value of Predictika's validator: catching mistakes before they reach the customer. Now you can try the other scenarios yourself.