Predictika · PET beverage packaging line quotes

An AI sales agent's PET beverage line quote, checked before it goes out

An AI sales agent drafts a quote for a PET beverage packaging line: the blow molder, the filler, the packer, the drink and bottle size, the line rate, the site air supply, the number of lines and the discount. Before the quote goes out, the agent sends it to Predictika, which checks it against a declarative model of throughput, container format, carbonation, utilities, quantity and discount authority, compares the net total the agent states with the one it computes, and reports every problem it finds in one pass.

Scope: Sidel style PET beverage packaging line quotes: blow molder, filler, packer, drink, bottle size, line rate, site air, number of lines and discounts. See everything this validator covers

This validator models Sidel style PET beverage packaging line quotes: the blow molder, filler and packer, the drink and bottle size, the line rate, the site air supply, the number of lines and the discount. It handles any line made of these modules, not just the scenarios shown below.

  • Throughput — The blow molder, filler and packer each against the line rate, and a blow molder that runs more than 25 percent faster than the filler.
  • Container format and drink — The bottle size against the blow molder and filler ranges, and carbonated drinks only on a filler built for them.
  • Utilities — High pressure air at the site, and a utilities review of power, chilled water and air for high rate lines.
  • Quantity and size — 1 to 5 lines on one quote and a deal desk review above USD 2,000,000.
  • Discounts — A volume discount from 2 lines plus any extra discount, approval by a sales director above 8 percent and a block above 15 percent.
  • The stated net total — A check that the net total the agent states matches the net total the validator computes, with an estimated price build-up in US dollars.

Any PET beverage line quote that touches these rules is in scope — not only the scenarios pictured here. Not covered: other product lines such as glass, can or aseptic lines, line layout and conveyors, real list prices and contracts, taxes and freight, or installation.

The AI sales agentBuilds the beverage line quote 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
Module prices and the line totalEasy
Prices per module and a quantity are simple data.		The same data, checked together with every other rule.
Throughput across modulesOnly with workarounds
A rule per pair of modules and per rate; every new model touches many of them.		Each module rate is compared with the line rate and with its neighbor on every call.
Bottle size ranges and carbonationOnly with care
Option filters per module that must agree with the drink and the bottle.		Sizes and the drink type are compared with each module on every call.
Volume and extra discounts added up against one limitOnly with workarounds
Discounts from different sources have to be summed before the limit and approval tiers apply.		The total is calculated once and the limit and approval tiers use it.
The total the agent statesOnly with workarounds
Comparing a stated total with a computed one means a separate rule per quote layout, and price rules rarely run on stated figures.		The stated net total is a field in the request and is checked against the computed total.
Every problem returned in one answerOnly with workarounds
Rules tend to fire as the quote is saved, 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.

    
1Total discount of 9 percent is above the 8 percent a rep can give; sales director must approve.
2A 36 thousand per hour line needs a utilities review of power, chilled water and air.
3Project value of USD 2,040,000 is above USD 2,000,000 and needs a deal desk review.
4The Blow molder 4 cavity makes 12 thousand bottles per hour, below the 14 thousand needed.
5The Still filler 16 valves cannot fill a carbonated drink.
6The Blow molder 4 cavity cannot blow a 1500 ml bottle.
7The Still filler 16 valves does not fill a 150 ml bottle.
8The blow molder needs high pressure air and the site has none.
9The Blow molder 12 cavity runs more than 25 percent faster than the Still filler 16 valves, so the line is out of balance.
106 lines are outside the 1 to 5 lines of one quote.
11Total discount of 16 percent exceeds the 15 percent limit.
12The quoted net total of USD 873,000 does not match the USD 970,000 the validator computed.

  

  

    
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. The total the agent states: The agent's own total is checked too

    
The agent's request. This is for a beverage producer that wants one PET line for 500 ml still water bottles at 12 thousand bottles per hour. One line with a 4 cavity blow molder, a 16 valve still filler and a 20 thousand per hour shrink wrapper, 500 ml bottles at 12 thousand per hour, high pressure air at the site. Net total USD 873,000. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Quoted Net Total. The quoted net total of USD 873,000 does not match the USD 970,000 the validator computed.
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2. The total the agent states: The agent resubmits after fixing the errors

    
The agent's request. This is for a beverage producer that wants one PET line for 500 ml still water bottles at 12 thousand bottles per hour. One line with a 4 cavity blow molder, a 16 valve still filler and a 20 thousand per hour shrink wrapper, 500 ml bottles at 12 thousand per hour, high pressure air at the site. Net total USD 970,000. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Price summary. Estimated price: USD 970,000 total for 1 lines; USD 970,000 per line with blow molder, filler and packer; USD 970,000 before discount; 0 percent total discount.
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3. Line rate: Priced correctly, but the blow molder is too slow

    
The agent's request. This is for a beverage producer that wants one PET line for 500 ml still water bottles at 14 thousand bottles per hour. One line with a 4 cavity blow molder, a 16 valve still filler and a 20 thousand per hour shrink wrapper, 500 ml bottles at 14 thousand per hour. Net total USD 970,000. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Line Rate. The Blow molder 4 cavity makes 12 thousand bottles per hour, below the 14 thousand needed.
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4. Line rate: The agent resubmits after fixing the errors

    
The agent's request. This is for a beverage producer that wants one PET line for 500 ml still water bottles at 14 thousand bottles per hour. One line with an 8 cavity blow molder, a 16 valve still filler and a 20 thousand per hour shrink wrapper, 500 ml bottles at 14 thousand per hour. Net total USD 1,180,000. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Price summary. Estimated price: USD 1,180,000 total for 1 lines; USD 1,180,000 per line with blow molder, filler and packer; USD 1,180,000 before discount; 0 percent total discount.
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5. Carbonated drinks: Priced correctly, but the filler is still only

    
The agent's request. This is for a beverage producer that wants one PET line for 500 ml carbonated soft drink bottles at 12 thousand bottles per hour. One line with a 4 cavity blow molder, a 16 valve still filler and a 20 thousand per hour shrink wrapper for carbonated drink bottles, 500 ml at 12 thousand per hour. Net total USD 970,000. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Carbonation. The Still filler 16 valves cannot fill a carbonated drink.
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6. Carbonated drinks: The agent resubmits after fixing the errors

    
The agent's request. This is for a beverage producer that wants one PET line for 500 ml carbonated soft drink bottles at 12 thousand bottles per hour. One line with a 4 cavity blow molder, a 40 valve carbonated filler and a 20 thousand per hour shrink wrapper for carbonated drink bottles, 500 ml at 12 thousand per hour. Net total USD 1,440,000. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Price summary. Estimated price: USD 1,440,000 total for 1 lines; USD 1,440,000 per line with blow molder, filler and packer; USD 1,440,000 before discount; 0 percent total discount.
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7. Review by a person: Valid, but not final without a person

    
The agent's request. This is for a beverage producer that wants two PET lines for 500 ml still water bottles at 12 thousand bottles per hour and has asked for a discount on top of the volume discount. Two lines, each with a 4 cavity blow molder, a 16 valve still filler and a 20 thousand per hour shrink wrapper, 500 ml bottles at 12 thousand per hour, with another 6 percent discount. Net total USD 1,765,400. It is ready to send.

    
Verdict: Needs approval.

    
    
      
  • Discount Approval. Total discount of 9 percent is above the 8 percent a rep can give; sales director must approve.
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  • Price summary. Estimated price: USD 1,765,400 total for 2 lines; USD 970,000 per line with blow molder, filler and packer; USD 1,940,000 before discount; 9 percent total discount.
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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 drafts a quote for a PET beverage packaging line: the blow molder, the filler, the packer, and more. Before the quote goes out, the agent sends it to Predictika, which checks it against a declarative model of throughput, container format, carbonation, utilities, quantity and discount authority, compares the net total the agent states with the one it computes, and reports every problem it finds in one pass.
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  2. I will start with the first request by the agent.
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  3. The agent says. This is for a beverage producer that wants one PET line for 500 ml still water bottles at 12 thousand bottles per hour. One line with a 4 cavity blow molder, a 16 valve still filler and a 20 thousand per hour shrink wrapper. The rest of the request is on screen. Net total USD 873,000.
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  4. Before it goes out, the agent calls the validator.
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  5. Blocked, with one finding, all in one answer. The quoted net total of USD 873,000 does not match the USD 970,000 the validator computed.
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  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 and against the stated total.
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  7. What this shows: for volume and extra discounts added up against one limit, a rules-based CPQ can do this only with workarounds.
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  8. Now the agent resubmits.
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  9. The corrected request. It changes the net total stated on the quote to $970,000.
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  10. It calls the validator again.
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  11. This time the validator clears it.
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  12. The validator also returns the line-item quote. It starts with Blow molder 4 cavity and Still filler 16 valves; the other line is on screen.
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  13. The earlier finding is cleared, and the validator's total, USD 970,000, matches the quote.
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  14. One problem caught in one call, fixed in one pass, and a clean $970,000 quote. That is the value of Predictika's validator: catching mistakes before they reach the customer. Now you can try the other scenarios yourself.
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