Predictika · residential water heaters, venting kits, warranty plans, peak demand in gallons per minute, options and contract years
An AI sales agent prepares a water heater 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 Rheem style residential water heater quotes: four water heater types, three venting kits and three warranty plans, the number of water heaters, the peak demand in gallons per minute, the recirculation pump and leak detection options, the warranty term in years and discounts. It handles any quote made of these water heaters, kits and plans, not just the scenarios shown below.
It does not cover other Rheem products, real list prices, plumbing code or permit decisions, rebate eligibility, 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 |
|---|---|---|
| Water heater and venting kit compatibility | Only with workarounds A pairwise compatibility between two catalogs usually becomes one rule per combination. | Compatibility is a property of the water heater and the kit, checked on every call. |
| Peak demand against two limits | Only with care A number that must fit both a water heater rating and a venting kit capacity spans several validation rules. | Both limits and the review band are evaluated together. |
| Options by water heater type | Only with care Option rules per water heater type, extended for every new type or option. | The water heater lists which options it offers; the check follows from the choices. |
| Discount stacking and approval bands | Only with workarounds Warranty 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 120 water heaters |
| Contract minimum | block | At least the warranty plan minimum water heaters |
| Peak demand vs water heater | block | 1 to the item maximum |
| Peak demand vs venting kit | block | Not above the package limit |
| Compatibility | block | the the package cannot vent the condensing gas tankless unit. |
| Recirculation pump | block | Only on items that offer it |
| Leak detection subscription | block | Only on items that offer it |
| Contract years | block | 1 to 7 years |
| Total discount limit | block | Above 20 percent |
| Peak demand review | needs approval | Above 9: a plumbing engineer review is required |
| Long contract | needs approval | Above 5 years needs finance approval |
| Large quantity | needs approval | Above 40 water heaters: a project desk review is required |
| Discount approval | needs approval | Total above 12 percent within the limit |
| Large order | needs approval | Above USD 400000 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 hybrid heat pump water heaters with the PVC direct vent kit for 6 water heaters on the basic warranty plan, peak demand 4 gallons per minute, 3 year warranty. Net total USD 13,327.20. Ready to send.
Verdict: Blocked.
The agent's request. The hybrid heat pump water heaters with the PVC direct vent kit for 6 water heaters on the basic warranty plan, peak demand 4 gallons per minute, 3 year warranty. Net total USD 14,808. Ready to send.
Verdict: Allowed.
The agent's request. The electric tankless water heaters with the PVC direct vent kit for 6 water heaters on the basic warranty plan, peak demand 4 gallons per minute, 3 year warranty, with the recirculation pump. Net total USD 11,508. Ready to send.
Verdict: Blocked.
The agent's request. The hybrid heat pump water heaters with the PVC direct vent kit for 6 water heaters on the basic warranty plan, peak demand 4 gallons per minute, 3 year warranty, with the recirculation pump. Net total USD 17,508. Ready to send.
Verdict: Allowed.
The agent's request. The condensing gas tankless water heaters with the atmospheric flue kit for 6 water heaters on the basic warranty plan, peak demand 5 gallons per minute, 3 year warranty. Net total USD 15,435. Ready to send.
Verdict: Blocked.
The agent's request. The condensing gas tankless water heaters with the PVC direct vent kit for 6 water heaters on the basic warranty plan, peak demand 5 gallons per minute, 3 year warranty. Net total USD 16,608. Ready to send.
Verdict: Allowed.
The agent's request. The hybrid heat pump water heaters with the PVC direct vent kit for 6 water heaters on the basic warranty plan, peak demand 4 gallons per minute, 6 year warranty. Net total USD 15,096. Ready to send.
Verdict: Needs approval.
The agent's request. The hybrid heat pump water heaters with the PVC direct vent kit for 12 water heaters on the plus warranty plan, peak demand 4 gallons per minute, 3 year warranty and an extra 8 percent discount. Net total USD 24,877.44. Ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.