Predictika · Fire sprinkler orders

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

An AI sales agent prepares an order for the Reliable Model F1-42 standard-response sprinkler (K-factor 4.2), upright or pendent, with its temperature rating, finish, recessed escutcheon, guard and wrench. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of Reliable's published Bulletin 067 and returns a verdict, every reason and the figures it computed.

Scope: Reliable F1-42 (K4.2) sprinkler orders: upright or pendent, rating, finish, recessed escutcheon, guard, wrench, pressure. See everything this validator covers

This validator models orders for the Reliable Model F1-42 standard-response sprinkler (K-factor 4.2; SIN RA1323 upright, RA1313 pendent), not just the scenarios shown below.

  • Orientation and ratings — upright (1/2 inch NPT, SIN RA1323) or pendent (3/4 inch NPT, SIN RA1313); temperature ratings of 135, 155, 175, 200, 286 and 360 degrees F; the 286 degrees F upright rating is flagged for a person because the bulletin marks it with an asterisk it does not explain.
  • Recessed installs — only the pendent can be recessed, and only with a listed Reliable escutcheon (Model F1, F2 or FP) with a finish; ratings of 286 degrees F and higher are not listed for recessed use; Models F1, F2 and FP are not used on exposed installs.
  • Finishes — bronze, chrome, white polyester, electroless nickel PTFE, bright brass (200 degrees F and lower only), satin chrome and custom color polyester; corrosive atmospheres need a finish the bulletin lists as corrosion resistant (electroless nickel PTFE, white polyester or custom color polyester).
  • Guards, wrenches and pressure — F-1 and F-3 kits for the upright, F-7 and F-8 kits for the pendent; wrench Model W1 for recessed, W14 with a guard installed, W2 otherwise (mismatches go to a person); maximum working pressure 175 psi; the stated K-factor, SIN and pressure must match.

Any F1-42 order that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (the bulletin publishes none, so this validator produces no price build-up or line-item quote), hydraulic design, coverage and spacing, other Reliable sprinkler models, and approvals beyond the cULus listing named in the bulletin.

The AI sales agentBuilds the sprinkler 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
Recessed rules that depend on orientation, rating and escutcheonOnly with care
Recessed is allowed only for the pendent, below 286 degrees F, with a listed escutcheon; a rules-based CPQ needs a dependency rule for each and a rep can still save an incomplete order.		Orientation, mount, rating and escutcheon are in one request and are checked together.
A finish allowed only up to a ratingOnly with workarounds
Bright brass is limited to 200 degrees F and lower, which is a cross-line rule between the finish and the rating.		The finish and the rating are compared on every call.
Corrosive environments and listed finishesOnly with care
Which finishes are listed as corrosion resistant is a product rule that must be kept in step with the bulletin.		The environment and the finish are checked together on every call.
Guard kits and wrenches that depend on orientationOnly with care
A kit rule per orientation and a wrench rule per kit; ordering the pendent kit on an upright is easy to miss.		The orientation, kit and wrench are checked together.
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.

    
1250 degrees F is not an available temperature rating; the F1-42 ratings are 135, 155, 175, 200, 286 and 360 degrees F.
2The bulletin marks the upright 286 degrees F rating with an asterisk that it does not explain; a person should confirm availability with Reliable.
3A recessed F1-42 may only be installed with a listed Reliable escutcheon (Model F1, F2 or FP); none is on the order.
4Recessed installation is listed only for the pendent F1-42; an upright sprinkler cannot be recessed.
5The rating is 286 degrees F; ratings of 286 degrees F and higher are not listed for recessed use.
6The bulletin lists wrench Model W1 for recessed pendent sprinklers; the order has Model W2. A person should confirm the wrench.
7Models F1, F2 and FP are recessed escutcheons; the install is exposed.
8The escutcheon has no finish selected.
9An escutcheon finish is selected but the order has no escutcheon.
10The bright brass finish is available only for sprinklers rated 200 degrees F or lower; the rating is 286 degrees F.
11The installation is corrosive; only electroless nickel PTFE, white polyester and custom color polyester are cULus listed as corrosion resistant.
12The upright sprinkler takes the F-1 guard or the F-3 guard/shield kit; the pendent kits are on the order.
13The pendent sprinkler takes the F-7 guard or the F-8 guard/shield kit; the upright kits are on the order.
14A guard is on the order and the bulletin lists wrench Model W14 for sprinklers with a guard installed; a person should confirm the wrench.
15The bulletin does not say whether a guard kit may be used on a recessed sprinkler; a person should confirm with Reliable.
16The operating pressure is 176 psi; the maximum working pressure is 175 psi.
17The order has no sprinklers; at least 1 is needed.
18The order states a K-factor of 5.6; the F1-42 is K-factor 4.2.
19The order states sprinkler identification number RA1313; this orientation is RA1323.
20The order states a maximum working pressure of 250 psi; the F1-42 is rated 175 psi.
21The operating pressure is 200 psi; the maximum working pressure is 175 psi.

  

  

    
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. Recessed install: A recessed pendent order rated 286 degrees F, with no escutcheon on the order

    
The agent's request. Please quote 10 Reliable F1-42 pendent sprinklers, chrome finish, 286 degrees F rating, recessed, operating pressure 100 psi, with the Model W2 wrench. The order states K-factor 4.2, SIN RA1313 and a maximum working pressure of 175 psi. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Recessed without an escutcheon. A recessed F1-42 may only be installed with a listed Reliable escutcheon (Model F1, F2 or FP); none is on the order.
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  • Recessed at 286 F or higher. The rating is 286 degrees F; ratings of 286 degrees F and higher are not listed for recessed use.
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  • Recessed with the standard wrench. The bulletin lists wrench Model W1 for recessed pendent sprinklers; the order has Model W2. A person should confirm the wrench.
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2. Recessed install: The agent resubmits after fixing the errors

    
The agent's request. Please quote 10 Reliable F1-42 pendent sprinklers, chrome finish, 200 degrees F rating, recessed with a Model FP escutcheon in chrome, operating pressure 100 psi, with the Model W1 wrench. The order states K-factor 4.2, SIN RA1313 and a maximum working pressure of 175 psi. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 10 pendent sprinklers, SIN RA1313, K-factor 4.2, 200 degrees F rating, 3/4 inch NPT thread, maximum working pressure 175 psi, operating pressure 100 psi.
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3. Wash-down area upright: An upright sprinkler for a wash-down area in bronze, with a pendent guard kit

    
The agent's request. Please quote 10 Reliable F1-42 upright sprinklers, bronze finish, 155 degrees F rating, exposed, operating pressure 100 psi, in a corrosive atmosphere, with the F-7 guard kit and the Model W14 wrench. The order states K-factor 4.2, SIN RA1313 and a maximum working pressure of 175 psi. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Finish not corrosion resistant. The installation is corrosive; only electroless nickel PTFE, white polyester and custom color polyester are cULus listed as corrosion resistant.
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  • Guard kit does not fit an upright. The upright sprinkler takes the F-1 guard or the F-3 guard/shield kit; the pendent kits are on the order.
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  • Stated SIN does not match. The order states sprinkler identification number RA1313; this orientation is RA1323.
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4. Wash-down area upright: The agent resubmits after fixing the errors

    
The agent's request. Please quote 10 Reliable F1-42 upright sprinklers, electroless nickel PTFE finish, 155 degrees F rating, exposed, operating pressure 100 psi, in a corrosive atmosphere, with the F-1 guard kit and the Model W14 wrench. The order states K-factor 4.2, SIN RA1323 and a maximum working pressure of 175 psi. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 10 upright sprinklers, SIN RA1323, K-factor 4.2, 155 degrees F rating, 1/2 inch NPT thread, maximum working pressure 175 psi, operating pressure 100 psi.
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5. Bright brass pendent: A bright brass pendent rated 286 degrees F at 200 psi

    
The agent's request. Please quote 10 Reliable F1-42 pendent sprinklers, bright brass finish, 286 degrees F rating, exposed, operating pressure 200 psi. The order states K-factor 4.2, SIN RA1313. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Bright brass above 200 F. The bright brass finish is available only for sprinklers rated 200 degrees F or lower; the rating is 286 degrees F.
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  • Pressure above the maximum. The operating pressure is 200 psi; the maximum working pressure is 175 psi.
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6. Bright brass pendent: The agent resubmits after fixing the errors

    
The agent's request. Please quote 10 Reliable F1-42 pendent sprinklers, bright brass finish, 200 degrees F rating, exposed, operating pressure 150 psi, with the F-8 guard/shield kit and the Model W2 wrench. The order states K-factor 4.2, SIN RA1313. It is ready to send.

    
Verdict: Needs approval.

    
    
      
  • Guard with a wrench not for guards. A guard is on the order and the bulletin lists wrench Model W14 for sprinklers with a guard installed; a person should confirm the wrench.
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  • Order summary. 10 pendent sprinklers, SIN RA1313, K-factor 4.2, 200 degrees F rating, 3/4 inch NPT thread, maximum working pressure 175 psi, operating pressure 150 psi.
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7. Bright brass pendent: The agent resubmits after fixing the errors

    
The agent's request. Please quote 10 Reliable F1-42 pendent sprinklers, bright brass finish, 200 degrees F rating, exposed, operating pressure 150 psi, with the F-8 guard/shield kit and the Model W14 wrench. The order states K-factor 4.2, SIN RA1313. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 10 pendent sprinklers, SIN RA1313, K-factor 4.2, 200 degrees F rating, 3/4 inch NPT thread, maximum working pressure 175 psi, operating pressure 150 psi.
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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 the Reliable Model F1-42 standard-response sprinkler (K-factor 4.2), upright or pendent, with its temperature rating, finish, recessed escutcheon, guard and wrench. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of Reliable's published Bulletin 067 and returns a verdict, every reason and the figures it computed.
    2. 
      
  2. I will start with the first request by the agent.
    3. 
      
  3. The agent says. Please quote 10 Reliable F1-42 upright sprinklers, bronze finish, 155 degrees F rating, exposed, operating pressure 100 psi, in a corrosive atmosphere. The order states K-factor 4.2, SIN RA1313 and a maximum working pressure of 175 psi. The rest of the request is on screen.
    4. 
      
  4. Before it goes out, the agent calls the validator.
    5. 
      
  5. Blocked, with three findings, all in one answer. The installation is corrosive; only electroless nickel PTFE, white polyester and custom color polyester are cULus listed as corrosion resistant. The upright sprinkler takes the F-1 guard or the F-3 guard/shield kit; the pendent kits are on the order. The order states sprinkler identification number RA1313; this orientation is RA1323.
    6. 
      
  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.
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  7. What this shows: for guard kits and wrenches that depend on orientation, a rules-based CPQ is error-prone for this.
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  8. Now the agent resubmits.
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  9. The corrected request. It changes the finish to electroless nickel PTFE, the guard kit to F-1 guard kit and the Stated SIN to RA1323.
    10. 
      
  10. It calls the validator again.
    11. 
      
  11. This time the validator clears it.
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  12. All three earlier findings are cleared, and the validator's figure matches the quote.
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  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.
    14.