Predictika · Paper packaging systems

An AI sales agent's paper packaging converter order, checked before it goes out

An AI sales agent prepares the packing-line setup for a fulfillment or shipping site: the converter, the paper it will run, the operating mode and any AccuFill, stacking or battery options. Before the order goes out, the agent sends it to Predictika, which checks it against a declarative model of the published product rules and returns a verdict, every reason and the figures it computed.

Scope: Ranpak PadPak cushioning converters (Jr, LC, Senior, CC, Pad-N-Pak Workstation) and FillPak void-fill converters (M, TT, TTC, FillPak, Trident, AccuFill). See everything this validator covers

This validator models orders for Ranpak PadPak and FillPak paper packaging converters, not just the scenarios shown below.

  • Converter and paper — which paper each converter runs: 30 inch 2-ply and 3-ply rolls on the PadPak Senior and Pad-N-Pak Workstation (with 450, 900 or 1,350 ft rolls), 40, 40/40 and 45 paper on the PadPak CC, 45 and 55 lb fanfold on the PadPak LC, 2- or 3-ply kraft on the PadPak Jr (grades and widths are not published, so rolls go to approval), 15 inch single-ply fanfold on the FillPak M, TT, TTC and FillPak, and 45 and 55 lb brown kraft on the FillPak Trident.
  • Operating mode and presets — the modes each converter lists (manual, footswitch, EDS preset lengths, automatic, recipe, keypad) and the preset length ranges of the FillPak TTC (12 to 120 inches) and the FillPak (16 to 100 inches).
  • Feed rate — the feed rate stated on the order is compared with the one Ranpak lists for the converter.
  • Accessories — AccuFill with a FillPak (up to 26 box sizes and 12 boxes a minute), stacked bundles on the FillPak (up to six), and the battery option on the FillPak TT.

Any order for these converters that touches these rules is in scope — not only the scenarios pictured here. Pad-N-Pak Workstation paper and roll lengths are taken from the PadPak Senior it is built around. Not covered: power supply and paper-per-minute capacity (Ranpak publishes no rule for them), prices (Ranpak converters are leased or sold per contract and no price list is public, so this validator produces no price build-up or line-item quote), the Geami and WrapPak lines, the PadPak Junior and Senior variants sold only in other regions, paper pricing, service contracts and installation.

The AI sales agentBuilds the converter 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
Paper that the converter does not runOnly with care
Each converter has its own paper widths, plies and weights; product rules per converter work, but every new converter adds another set.
Converter and paper arrive in one request and are checked together.
Modes and options the literature does not listOnly with workarounds
A rule has to list what is offered per converter and send everything else to a person.
Unlisted modes, paper grades and options come back as approval findings, separately from blocks.
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 Ranpak literature does not state this paper grade for the selected converter (the FillPak M, TT, TTC and FillPak list 15 inch single-ply fanfold without a weight, the FillPak Trident lists 45 and 55 lb, the PadPak Jr lists 2- or 3-ply kraft without grades or widths); confirm it with Ranpak.
2The paper on the order is not listed for this converter; the PadPak Senior and the Pad-N-Pak Workstation take 30 inch roll paper in 2-ply (30/30, 30/50, 50/50) or 3-ply (30/30/30, 30/50/30), the PadPak CC takes 40, 40/40 or 45 paper, the PadPak LC takes 45 or 55 lb fanfold kraft, the PadPak Jr takes multiple-ply kraft, the FillPak M, TT, TTC and FillPak take 15 inch single-ply fanfold kraft, and the FillPak Trident takes 45 or 55 lb brown kraft.
3The order has a 1000 ft roll; the PadPak Senior paper rolls come in 450, 900 or 1,350 ft.
4The operating mode on the order is not listed for this converter; the PadPak Jr and the FillPak M are manual, the FillPak TT runs from a footswitch, the FillPak TTC and the FillPak add the electronic delivery system (EDS) preset lengths, the PadPak LC lists footswitch, EDS, preset, automatic and recipe, and the Pad-N-Pak Workstation lists foot pedal, automatic, EDS and keypad.
5The preset length on the order is 11 inches; the FillPak TTC presets lengths from 12 inches to 10 feet (120 inches) and the FillPak from 16 to 100 inches.
6The preset length on the order is 121 inches; the FillPak TTC presets lengths from 12 inches to 10 feet (120 inches) and the FillPak from 16 to 100 inches.
7The preset length on the order is 15 inches; the FillPak TTC presets lengths from 12 inches to 10 feet (120 inches) and the FillPak from 16 to 100 inches.
8The preset length on the order is 101 inches; the FillPak TTC presets lengths from 12 inches to 10 feet (120 inches) and the FillPak from 16 to 100 inches.
9AccuFill measures each box and signals a FillPak converter to dispense the paper; it is not listed for any other converter.
10The order has 27 box sizes for AccuFill; it reads and stores up to 26 box sizes.
11The order has 13 boxes a minute through AccuFill; it handles up to 12 boxes a minute.
12The order stacks 7 bundles on one FillPak; it stacks and adheres up to six bundles.
13The order states a feed rate of 12 inches a second, but this converter is listed at 16 inches a second (0 means no feed rate is published).
14The Ranpak literature does not list this operating mode for the selected converter (PadPak Senior: pre-set lengths or footswitch among four modes; FillPak Trident: EDS, batch and recipe among five); confirm it with Ranpak.
15The order stacks 2 bundles; stacking and adhering bundles is described for the FillPak converter only, so confirm it with Ranpak.
16The battery option is described for the FillPak TT only; confirm it with Ranpak for this converter.
17The order has 30 boxes a minute through AccuFill; it handles up to 12 boxes a minute.
18The order states a feed rate of 99 inches a second, but this converter is listed at 12 inches a second (0 means no feed rate is published).
19The order stacks 8 bundles; stacking and adhering bundles is described for the FillPak converter only, so confirm it with Ranpak.

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. Fulfillment line void fill: A FillPak TT in EDS preset mode with a 70 inch preset

The agent's request. Please set up a FillPak TT running 15 inch single-ply fanfold in EDS preset length mode at a 70 inch preset. The order states a feed rate of 70 inches a second. It is ready to send.

Verdict: Blocked.

  • Operating mode not offered on this converter. The operating mode on the order is not listed for this converter; the PadPak Jr and the FillPak M are manual, the FillPak TT runs from a footswitch, the FillPak TTC and the FillPak add the electronic delivery system (EDS) preset lengths, the PadPak LC lists footswitch, EDS, preset, automatic and recipe, and the Pad-N-Pak Workstation lists foot pedal, automatic, EDS and keypad.
  • Stated feed rate differs from the converter. The order states a feed rate of 70 inches a second, but this converter is listed at 60 inches a second (0 means no feed rate is published).

2. Fulfillment line void fill: The agent resubmits after fixing the errors

The agent's request. Please set up a FillPak TTC running 15 inch single-ply fanfold in EDS preset length mode at a 70 inch preset. The order states a feed rate of 70 inches a second. It is ready to send.

Verdict: Allowed.

  • Output summary. This converter is listed at 70 inches of paper a second (the highest listed speed where several are given).

3. Cushioning station: A PadPak Senior on 45 lb fanfold in automatic mode with 1,000 ft rolls

The agent's request. Please set up a PadPak Senior running 45 lb fanfold kraft in automatic mode, 1,000 ft rolls. The order states a feed rate of 16 inches a second. It is ready to send.

Verdict: Blocked.

  • Paper not suited to this converter. The paper on the order is not listed for this converter; the PadPak Senior and the Pad-N-Pak Workstation take 30 inch roll paper in 2-ply (30/30, 30/50, 50/50) or 3-ply (30/30/30, 30/50/30), the PadPak CC takes 40, 40/40 or 45 paper, the PadPak LC takes 45 or 55 lb fanfold kraft, the PadPak Jr takes multiple-ply kraft, the FillPak M, TT, TTC and FillPak take 15 inch single-ply fanfold kraft, and the FillPak Trident takes 45 or 55 lb brown kraft.
  • Roll length not offered. The order has a 1000 ft roll; the PadPak Senior paper rolls come in 450, 900 or 1,350 ft.
  • Operating mode not listed for this converter. The Ranpak literature does not list this operating mode for the selected converter (PadPak Senior: pre-set lengths or footswitch among four modes; FillPak Trident: EDS, batch and recipe among five); confirm it with Ranpak.

4. Cushioning station: The agent resubmits after fixing the errors

The agent's request. Please set up a PadPak Senior running 2-ply 30/50 roll in automatic mode, 900 ft rolls. The order states a feed rate of 16 inches a second. It is ready to send.

Verdict: Needs approval.

  • Operating mode not listed for this converter. The Ranpak literature does not list this operating mode for the selected converter (PadPak Senior: pre-set lengths or footswitch among four modes; FillPak Trident: EDS, batch and recipe among five); confirm it with Ranpak.
  • Output summary. This converter is listed at 16 inches of paper a second (the highest listed speed where several are given).

5. Cushioning station: The agent resubmits after fixing the errors

The agent's request. Please set up a PadPak Senior running 2-ply 30/50 roll in footswitch mode, 900 ft rolls. The order states a feed rate of 16 inches a second. It is ready to send.

Verdict: Allowed.

  • Output summary. This converter is listed at 16 inches of paper a second (the highest listed speed where several are given).

6. Distribution center: A FillPak with AccuFill reading 30 box sizes at 14 boxes a minute

The agent's request. Please set up a FillPak running 15 inch single-ply fanfold in EDS preset length mode at a 60 inch preset, with AccuFill reading 30 box sizes at 14 boxes a minute. The order states a feed rate of 55 inches a second. It is ready to send.

Verdict: Blocked.

  • Too many box sizes for AccuFill. The order has 30 box sizes for AccuFill; it reads and stores up to 26 box sizes.
  • AccuFill box rate exceeded. The order has 14 boxes a minute through AccuFill; it handles up to 12 boxes a minute.

7. Distribution center: The agent resubmits after fixing the errors

The agent's request. Please set up a FillPak Trident running 45 lb fanfold kraft in EDS preset length mode. The order states a feed rate of 96 inches a second. It is ready to send.

Verdict: Allowed.

  • Output summary. This converter is listed at 96 inches of paper a second (the highest listed speed where several are given).

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 the packing-line setup for a fulfillment or shipping site: the converter, the paper it will run, the operating mode and any AccuFill, and more. Before the order goes out, the agent sends it to Predictika, which checks it against a declarative model of the published product rules and returns a verdict, every reason and the figures it computed.
  2. I will start with the first request by the agent.
  3. The agent says. Please set up a PadPak Senior running 45 lb fanfold kraft in automatic mode, 1,000 ft rolls. The order states a feed rate of 16 inches a second. The rest of the request is on screen.
  4. Before it goes out, the agent calls the validator.
  5. Blocked, with two findings and one approval, all in one answer. The paper on the order is not listed for this converter; the PadPak Senior and the Pad-N-Pak Workstation take 30 inch roll paper in 2-ply, such as the 30/30 and 30/50, or 3-ply (30/30/30, 30/50/30), the PadPak CC takes 40, 40/40 or 45 paper, the PadPak LC takes 45 or 55 lb fanfold kraft, the PadPak Jr takes multiple-ply kraft, the FillPak M, TT, TTC and FillPak take 15 inch single-ply fanfold kraft, and the FillPak Trident takes 45 or 55 lb brown kraft. The order has a 1000 ft roll; the PadPak Senior paper rolls come in 450, 900 or 1,350 ft.
  6. The validator returned two blocking findings and one approval 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.
  7. What this shows: for paper that the converter does not run, a rules-based CPQ is error-prone for this.
  8. Now the agent resubmits.
  9. The corrected request. It changes the paper to 2-ply 30/50 roll and the roll length to 900 ft.
  10. It calls the validator again.
  11. Not blocked, but held for a person.
  12. The two blocking findings are cleared; one approval remains for a person: operating mode not listed for this converter.
  13. The agent resubmits once more.
  14. The revised request. It changes the operating mode to footswitch.
  15. It calls the validator once more.
  16. This time the validator clears it.
  17. The earlier finding is cleared, and the validator's figure matches the quote.
  18. Three 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.