Predictika · Injection molding machine quotes

An AI sales agent's injection molding machine quote, checked before it goes out

An AI sales agent configures an injection molding machine for a customer's part: the machine size, the injection unit, the drive and the options, against the clamping force and shot volume the part needs. Before the quote goes out, the agent sends it to Predictika, which checks it against a declarative model, compares the clamping force the agent states with the one it computes, and returns a verdict, every reason and the figures it computed.

Scope: KraussMaffei CX injection molding machines (CX 50 to CX 420): injection units, BluePower drives, shot volume, clamping force and options. See everything this validator covers

This validator models quotes for KraussMaffei CX injection molding machines built from KraussMaffei product names, not just the scenarios shown below.

  • Machine size and clamping force — the eleven CX models from CX 50 (500 kN) to CX 420 (4,200 kN), and the clamping force the part needs from its projected area and cavity pressure.
  • Drive — the BluePower Vario Drive (500 to 1,600 kN) or Servo Drive (from 2,000 kN).
  • Injection unit and shot — the SP injection units from SP 55 to SP 4300, which units each model takes, and the shot volume against the size of the unit.
  • Options and order size — the SPX10 servo sprue picker, the electric screw drive, the number of machines, and approvals for thin clamping margins, large machines and project orders.

Any CX machine quote that touches these products and rules is in scope, not only the scenarios pictured here. Product names and the clamping force of each model (the model number times ten kN) follow KraussMaffei's public CX pages. Which injection units each model takes, the shot volume window, the clamping margin, the option limits and the approval thresholds are modeled from comparable machines and are not KraussMaffei-published rules. Not covered: prices (this validator produces no price build-up or line-item quote), molds, automation beyond the sprue picker, and the PX, MX and GX machine series.

The AI sales agentConfigures the machine from the conversation and says the quote is ready.
Predictika validatorChecks every rule at once and returns the verdict, each finding, and the computed figures.

8 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
Injection units that fit only certain machine sizesOnly with care
A product rule per model and unit works, but eleven models and ten units make a long list that has to be kept in step with every catalog change.		Each model, unit and drive is checked together on every call.
Clamping force the part needs against the machineOnly with workarounds
The need comes from the projected area and cavity pressure entered on other lines and has to be calculated and compared with the model; it needs a calculation field and a rule that interact.		The needed force is computed from the part and compared with the machine on every call, including a thin margin.
Shot volume against the injection unitOnly with workarounds
The window depends on the unit chosen on another line, so it needs a lookup and two comparisons.		The shot is checked against both ends of the unit window.
Stated clamping force that must match the modelOnly with care
A stated figure is a free-entry field; a rule can compare it with a computed one, but someone has to write and maintain that comparison.		The stated figure travels with the quote and is compared with the computed one on every call.
Options that depend on machine sizeOnly with care
Each option gets its own size rule; it works, but the rules multiply with every option.		Options are checked against the machine size and unit together.
Every problem returned in one answerOnly with workarounds
Rules tend to fire as the quote 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.

    
1A machine of 4,200 kN clamping force needs a site review of floor loading, cranes and utilities.
2The BluePower Vario Drive covers clamping forces of 500 to 1,600 kN; this machine has 2,000 kN.
3The BluePower Servo Drive is used from 2,000 kN in this model; this machine has 1,600 kN.
4An injection unit of 55 cubic centimeters is not offered on a machine with 1,300 kN clamping force in this model.
5An injection unit of 1,000 cubic centimeters is not offered on a machine with 1,300 kN clamping force in this model.
6A machine of 3,500 kN clamping force needs a site review of floor loading, cranes and utilities.
7An injection unit of 55 cubic centimeters is not offered on a machine with 4,200 kN clamping force in this model.
8The part needs 1,400 kN of clamping force and the machine provides 1,300 kN.
9The part needs 1,300 kN of the 1,300 kN available, a margin under 10 percent; a process engineer should confirm.
10The part needs 1,180 kN of the 1,300 kN available, a margin under 10 percent; a process engineer should confirm.
11A shot of 305 cubic centimeters is above 80 percent of the 380 cubic centimeter injection unit.
12A shot of 75 cubic centimeters is below 20 percent of the 380 cubic centimeter injection unit.
13The SPX10 servo sprue picker is modeled for machines up to 2,000 kN; this machine has 2,500 kN.
14The optional electric screw drive is modeled for injection units up to SP 1,400; the quote has a 2,000 cubic centimeter unit.
15A machine of 3,000 kN clamping force needs a site review of floor loading, cranes and utilities.
16An order of 0 machines is outside the 1 to 20 machine range of one quote.
17An order of 21 machines is outside the 1 to 20 machine range of one quote.
18An order of 21 machines is a project order and needs a sales manager to confirm the delivery schedule.
19An order of 6 machines is a project order and needs a sales manager to confirm the delivery schedule.
20The quote states a clamping force of 1,200 kN, but the chosen model has 1,300 kN.
21The quote states a clamping force of 1,400 kN, but the chosen model has 1,300 kN.
22The BluePower Vario Drive covers clamping forces of 500 to 1,600 kN; this machine has 2,500 kN.
23An injection unit of 380 cubic centimeters is not offered on a machine with 2,500 kN clamping force in this model.
24A shot of 400 cubic centimeters is above 80 percent of the 380 cubic centimeter injection unit.

  

  

    
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. Drive and injection unit: CX 200 with the Vario Drive and an SP 380 injection unit

    
The agent's request. Please quote 4 KraussMaffei CX 200 machines with the SP 380 injection unit and the BluePower Vario Drive, for a part with a projected area of 450 square centimeters, a cavity pressure of 400 bar and a shot of 250 cubic centimeters. The machine has a clamping force of 2,000 kN. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Vario Drive only up to 1,600 kN. The BluePower Vario Drive covers clamping forces of 500 to 1,600 kN; this machine has 2,000 kN.
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  • Injection unit does not fit the model. An injection unit of 380 cubic centimeters is not offered on a machine with 2,000 kN clamping force in this model.
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2. Drive and injection unit: The agent resubmits after fixing the errors

    
The agent's request. Please quote 4 KraussMaffei CX 200 machines with the SP 380 injection unit and the BluePower Servo Drive, for a part with a projected area of 450 square centimeters, a cavity pressure of 400 bar and a shot of 250 cubic centimeters. The machine has a clamping force of 2,000 kN. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Injection unit does not fit the model. An injection unit of 380 cubic centimeters is not offered on a machine with 2,000 kN clamping force in this model.
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3. Drive and injection unit: The agent resubmits after fixing the errors

    
The agent's request. Please quote 4 KraussMaffei CX 200 machines with the SP 1000 injection unit and the BluePower Servo Drive, for a part with a projected area of 450 square centimeters, a cavity pressure of 400 bar and a shot of 250 cubic centimeters. The machine has a clamping force of 2,000 kN. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Machine summary. 4 machine(s) with 2,000 kN clamping force; the part needs 1,800 kN.
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4. Clamping force and shot: CX 130 for a part needing 1,400 kN, with a 320 cubic centimeter shot on SP 380

    
The agent's request. Please quote 3 KraussMaffei CX 130 machines with the SP 380 injection unit and the BluePower Vario Drive, for a part with a projected area of 350 square centimeters, a cavity pressure of 400 bar and a shot of 320 cubic centimeters. The machine has a clamping force of 1,300 kN. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Shot volume too large for the unit. A shot of 320 cubic centimeters is above 80 percent of the 380 cubic centimeter injection unit.
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  • Clamping force too low for the part. The part needs 1,400 kN of clamping force and the machine provides 1,300 kN.
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5. Clamping force and shot: The agent resubmits after fixing the errors

    
The agent's request. Please quote 3 KraussMaffei CX 160 machines with the SP 750 injection unit and the BluePower Vario Drive, for a part with a projected area of 350 square centimeters, a cavity pressure of 400 bar and a shot of 320 cubic centimeters. The machine has a clamping force of 1,600 kN. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Machine summary. 3 machine(s) with 1,600 kN clamping force; the part needs 1,400 kN.
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6. Options on a CX 250: CX 250 with an SPX10 sprue picker and an electric screw drive on SP 2000

    
The agent's request. Please quote 4 KraussMaffei CX 250 machines with the SP 2000 injection unit and the BluePower Servo Drive, an electric screw drive and an SPX10 servo sprue picker, for a part with a projected area of 500 square centimeters, a cavity pressure of 400 bar and a shot of 1,000 cubic centimeters. The machine has a clamping force of 2,500 kN. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • SPX10 picker only up to 2,000 kN. The SPX10 servo sprue picker is modeled for machines up to 2,000 kN; this machine has 2,500 kN.
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  • Electric screw drive not on the largest units. The optional electric screw drive is modeled for injection units up to SP 1,400; the quote has a 2,000 cubic centimeter unit.
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7. Options on a CX 250: The agent resubmits after fixing the errors

    
The agent's request. Please quote 4 KraussMaffei CX 250 machines with the SP 2000 injection unit and the BluePower Servo Drive, an electric screw drive, for a part with a projected area of 500 square centimeters, a cavity pressure of 400 bar and a shot of 1,000 cubic centimeters. The machine has a clamping force of 2,500 kN. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Electric screw drive not on the largest units. The optional electric screw drive is modeled for injection units up to SP 1,400; the quote has a 2,000 cubic centimeter unit.
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8. Options on a CX 250: The agent resubmits after fixing the errors

    
The agent's request. Please quote 4 KraussMaffei CX 250 machines with the SP 2000 injection unit and the BluePower Servo Drive, for a part with a projected area of 500 square centimeters, a cavity pressure of 400 bar and a shot of 1,000 cubic centimeters. The machine has a clamping force of 2,500 kN. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Machine summary. 4 machine(s) with 2,500 kN clamping force; the part needs 2,000 kN.
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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 configures an injection molding machine for a customer's part: the machine size, the injection unit, the drive and the options, and more. Before the quote goes out, the agent sends it to Predictika, which checks it against a declarative model, compares the clamping force the agent states with the one it computes, and returns a verdict, every reason and the figures it computed.
    2. 
      
  2. I will start with the first request by the agent.
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  3. The agent says. Please quote 4 KraussMaffei CX 200 machines with the SP 380 injection unit and the BluePower Vario Drive, for a part with a projected area of 450 square centimeters. The machine has a clamping force of 2,000 kN. The rest of the request is on screen.
    4. 
      
  4. Before it goes out, the agent calls the validator.
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  5. Blocked, with two findings, all in one answer. The BluePower Vario Drive covers clamping forces of 500 to 1,600 kN; this machine has 2,000 kN. An injection unit of 380 cubic centimeters is not offered on a machine with 2,000 kN clamping force in this model.
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  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 injection units that fit only certain machine sizes, 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 drive to BluePower Servo Drive.
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  10. It calls the validator again.
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  11. Still blocked, with one finding, all in one answer. An injection unit of 380 cubic centimeters is not offered on a machine with 2,000 kN clamping force in this model.
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  12. One finding cleared. Still blocking: injection unit does not fit the model.
    13. 
      
  13. The agent resubmits once more.
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  14. The revised request. It changes the injection unit to SP 1000.
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  15. It calls the validator once more.
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  16. This time the validator clears it.
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  17. The earlier finding is cleared, and the validator's figure matches the quote.
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  18. Two problems caught in one call, fixed in two passes, 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.
    19.