Predictika · Performance turbocharger orders

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

An AI sales agent prepares an order for a G-Series performance turbocharger from the public Garrett performance catalog pages: the model, the rotation, the turbine housing or kit, the target power and the engine displacement. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of what the catalog lists and returns a verdict, every reason and the figures it computed.

Scope: Garrett G25-550, G30-660, G30-770 and G40-1150: rotation, turbine housing or kit (A/R, inlet, wastegate, divided), power range and engine displacement. See everything this validator covers

This validator models orders for four G-Series turbochargers on Garrett's public performance catalog pages, not just the scenarios shown below.

  • Models — G25-550 (300 to 550 hp, 1.4 to 3.0 L), G30-660 (350 to 660 hp, 2.0 to 3.5 L), G30-770 (475 to 770 hp, 2.0 to 3.5 L) and G40-1150 (500 to 1,150 hp, 2.0 to 6.0 L), each with the power and displacement range the catalog states.
  • Turbine housing or kit — the A/R ratio, inlet (V-band, T25, T3 or T4), wastegate (internal or external, shown by Garrett as free float on some pages) and divided setting must match a housing or kit the catalog lists for that model and rotation; the G30-660 and G30-770 share one list.
  • Rotation — standard and reverse rotation are checked per model; the G40-1150 is listed in standard rotation only.
  • Stated figure — a maximum power stated on the order is compared with the catalog figure for the chosen model.

Any order for these four models that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (the catalog pages list none, so this validator produces no price build-up or line-item quote), other Garrett product lines (GT, GTX, OEM programs), actuator calibration, accessories and fitment to a specific vehicle.

The AI sales agentBuilds the turbocharger 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.

6 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 turbine housing the catalog does not list for this modelOnly with care
Each model has its own list of A/R, inlet, wastegate and divided combinations, so it takes a table of valid combinations per model and rotation kept in step with the catalog.		The model, rotation, A/R, inlet, wastegate and divided setting are checked together against the listed combinations on every call.
A rotation the model does not come inOnly with care
A per-model flag plus a rule that must not also fire a second, confusing message about the missing housing.		The G40-1150 reverse-rotation case returns its own clear finding, and the housing check stays quiet for it.
A power or displacement outside the model rangeEasy
A min and max per model is a standard validation rule.		Each model carries its own range and every figure is checked against it.
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 target of 551 hp is outside the 300 to 550 hp range Garrett lists for this model.
2The target of 299 hp is outside the 300 to 550 hp range Garrett lists for this model.
3The engine displacement of 1.2 L is outside the 1.4 to 3.0 L range Garrett lists for this model.
4The engine displacement of 3.2 L is outside the 1.4 to 3.0 L range Garrett lists for this model.
5No turbine housing or kit with A/R 0.72 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
6No turbine housing or kit with A/R 1.21 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
7No turbine housing or kit with A/R 0.83 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
8The target of 349 hp is outside the 350 to 660 hp range Garrett lists for this model.
9The target of 474 hp is outside the 475 to 770 hp range Garrett lists for this model.
10No turbine housing or kit with A/R 1.01 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
11No turbine housing or kit with A/R 0.61 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
12The order states a maximum of 660 hp for this model, but Garrett lists 770 hp.
13The G40-1,150 is listed in standard rotation only; no reverse-rotation supercore, housing or kit is listed.
14No turbine housing or kit with A/R 0.95 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
15The engine displacement of 1.5 L is outside the 2.0 to 6.0 L range Garrett lists for this model.
16The target of 499 hp is outside the 500 to 1,150 hp range Garrett lists for this model.
17The target of 700 hp is outside the 350 to 660 hp range Garrett lists for this model.
18The engine displacement of 4.0 L is outside the 2.0 to 3.5 L range Garrett lists for this model.
19No turbine housing or kit with A/R 0.49 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
20The order states a maximum of 770 hp for this model, but Garrett lists 660 hp.

  

  

    
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. G30-770: A G30-770 with the 1.21 A/R housing on a T3 inlet, 800 hp on a 3.0 L engine

    
The agent's request. Please quote a Garrett G30-770 turbocharger in standard rotation with a 1.21 A/R turbine housing, T3 inlet, external (free float) wastegate, for a 800 hp target on a 3.0 L engine. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Target power outside the model range. The target of 800 hp is outside the 475 to 770 hp range Garrett lists for this model.
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  • Turbine housing or kit not listed. No turbine housing or kit with A/R 1.21 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
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2. G30-770: The agent resubmits after fixing the errors

    
The agent's request. Please quote a Garrett G30-770 turbocharger in standard rotation with a 1.01 A/R turbine housing, T3 inlet, external (free float) wastegate, for a 770 hp target on a 3.0 L engine. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 770 hp target on a 3.0 L engine; Garrett lists up to 770 hp for this model.
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3. G40-1150: A G40-1150 in reverse rotation, 1,000 hp on a 5.0 L engine

    
The agent's request. Please quote a Garrett G40-1150 turbocharger in reverse rotation with a 0.95 A/R turbine housing, V-band inlet, external (free float) wastegate, for a 1,000 hp target on a 5.0 L engine. The order states a maximum of 1,150 hp for this model. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • G40-1150 is standard rotation only. The G40-1,150 is listed in standard rotation only; no reverse-rotation supercore, housing or kit is listed.
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4. G40-1150: The agent resubmits after fixing the errors

    
The agent's request. Please quote a Garrett G40-1150 turbocharger in standard rotation with a 0.95 A/R turbine housing, V-band inlet, external (free float) wastegate, for a 1,000 hp target on a 5.0 L engine. The order states a maximum of 1,150 hp for this model. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 1,000 hp target on a 5.0 L engine; Garrett lists up to 1,150 hp for this model.
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5. G25-550: A G25-550 with the 0.49 A/R housing on a V-band inlet, 520 hp

    
The agent's request. Please quote a Garrett G25-550 turbocharger in standard rotation with a 0.49 A/R turbine housing, V-band inlet, internal wastegate, for a 520 hp target on a 2.0 L engine. The order states a maximum of 550 hp for this model. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Turbine housing or kit not listed. No turbine housing or kit with A/R 0.49 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
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6. G25-550: The agent resubmits after fixing the errors

    
The agent's request. Please quote a Garrett G25-550 turbocharger in standard rotation with a 0.49 A/R turbine housing, T25 inlet, internal wastegate, for a 520 hp target on a 2.0 L engine. The order states a maximum of 550 hp for this model. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 520 hp target on a 2.0 L engine; Garrett lists up to 550 hp for this model.
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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 a G-Series performance turbocharger from the public Garrett performance catalog pages: the model, the rotation, the turbine housing or kit, and more. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of what the catalog lists 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 a Garrett G30-770 turbocharger in standard rotation with a 1.21 A/R turbine housing, T3 inlet, external (free float) wastegate. It is ready to send. The rest of the request is on screen.
    4. 
      
  4. Before it goes out, the agent calls the validator.
    5. 
      
  5. Blocked, with two findings, all in one answer. The target of 800 hp is outside the 475 to 770 hp range Garrett lists for this model. No turbine housing or kit with A/R 1.21 and the chosen inlet, wastegate and divided setting is listed for this model and rotation.
    6. 
      
  6. The validator returned two 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 a power or displacement outside the model range, a rules-based CPQ is easy.
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  8. Now the agent resubmits.
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  9. The corrected request. It changes the Turbine A/R to 1.01 and the target power to 770.
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  10. It calls the validator again.
    11. 
      
  11. This time the validator clears it.
    12. 
      
  12. Both earlier findings are cleared.
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  13. Two 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.
    14.