Predictika · line modules, control packages, service plans, line speed in thousand containers per hour, options and contract years
An AI sales agent prepares a line module quote for a fictional customer. Before it goes out, the agent sends it to Predictika’s validator, which checks it against the product and contract rules, compares the net total the agent states with the one it computes, and returns a verdict with every reason.
This validator models Krones style beverage line module quotes: four line module types, three control packages and three service plans, the number of line modules, the line speed in thousand containers per hour, the vision inspection and remote monitoring options, the service term in years and discounts. It handles any quote made of these modules, packages and plans, not just the scenarios shown below.
It does not cover other Krones products, real list prices, line layout or hygiene design decisions, or tax and multi-currency quoting.
8 scenarios in 4 groups · each group runs from the agent’s first attempt to the outcome · click one to switch
Illustrative agent statement. The validator receives the structured request below.
Proposing agent: AI sales agent (scripted)
Before sending, the agent must call Recorded run
What this means
Our assessment of what a typical rules-based CPQ (product rules, price rules and validation rules, as in Salesforce CPQ or Revenue Cloud) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.
| What the validator catches | Typical rules-based CPQ | Predictika |
|---|---|---|
| Module and control package compatibility | Only with workarounds A pairwise compatibility between two catalogs usually becomes one rule per combination. | Compatibility is a property of the module and the control package, checked on every call. |
| Line speed against two limits | Only with care A number that must fit both a module rating and a control package capacity spans several validation rules. | Both limits and the review band are evaluated together. |
| Options by module type | Only with care Option rules per module type, extended for every new module or option. | The module lists which options it offers; the check follows from the choices. |
| Discount stacking and approval bands | Only with workarounds Service plan, volume and extra discounts add up across rules and approval levels, and the total is rarely checked in one place. | The discounts are added once and compared with both the rep authority and the limit. |
| The total the agent states | Only 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 answer | Only 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. |
Every rule is checked on every call, in whatever order the choices arrive, and one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed.
| Rule | Effect | What it checks |
|---|---|---|
| Quantity | block | 1 to 20 line modules |
| Contract minimum | block | At least the service plan minimum line modules |
| Line speed vs line module | block | 2 to the item maximum |
| Line speed vs control package | block | Not above the package limit |
| Compatibility | block | the the package cannot control the aseptic filler. |
| Vision inspection system | block | Only on items that offer it |
| Remote line monitoring | block | Only on items that offer it |
| Contract years | block | 1 to 7 years |
| Total discount limit | block | Above 20 percent |
| Line speed review | needs approval | Above 50: a line engineering review is required |
| Long contract | needs approval | Above 5 years needs finance approval |
| Large quantity | needs approval | Above 8 line modules: a project review is required |
| Discount approval | needs approval | Total above 12 percent within the limit |
| Large order | needs approval | Above USD 3000000 needs deal desk review |
| Stated net total | block | The net total the agent states must match the contract value the validator computes (within USD 1). |
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.
The agent's request. The stretch blow molders with an extended control package for 2 line modules on the basic service plan, 45 thousand containers per hour, 3 year contract. Net total USD 1,071,000. Ready to send.
Verdict: Blocked.
The agent's request. The stretch blow molders with an extended control package for 2 line modules on the basic service plan, 45 thousand containers per hour, 3 year contract. Net total USD 1,190,000. Ready to send.
Verdict: Allowed.
The agent's request. The palletizers with an extended control package for 2 line modules on the basic service plan, 30 thousand containers per hour, 3 year contract, with the vision inspection system. Net total USD 890,000. Ready to send.
Verdict: Blocked.
The agent's request. The stretch blow molders with an extended control package for 2 line modules on the basic service plan, 45 thousand containers per hour, 3 year contract, with the vision inspection system. Net total USD 1,310,000. Ready to send.
Verdict: Allowed.
The agent's request. The aseptic fillers with a standard control package for 2 line modules on the basic service plan, 30 thousand containers per hour, 3 year contract. Net total USD 1,950,000. Ready to send.
Verdict: Blocked.
The agent's request. The aseptic fillers with an extended control package for 2 line modules on the basic service plan, 30 thousand containers per hour, 3 year contract. Net total USD 2,150,000. Ready to send.
Verdict: Allowed.
The agent's request. The stretch blow molders with an extended control package for 2 line modules on the basic service plan, 45 thousand containers per hour, 6 year contract. Net total USD 1,400,000. Ready to send.
Verdict: Needs approval.
The agent's request. The labeling machines with an extended control package for 7 line modules on the plus service plan, 45 thousand containers per hour, 3 year contract and an extra 8 percent discount. Net total USD 1,911,000. Ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.