Predictika · power outlet stations: connector type, NEMA enclosure, supply agreement, station load in amps, options and agreement years
An AI sales agent prepares a power outlet station 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 Hubbell style power outlet station quotes: four connector types, three NEMA enclosures and three supply agreements, the number of stations, the station load in amps, the ground fault protection and annual inspection service options, the agreement term in years and discounts. It handles any quote made of these connectors, enclosures and agreements, not just the scenarios shown below.
It does not cover other Hubbell products such as lighting and utility hardware, real list prices, electrical code or permit decisions, rebate eligibility, or tax and multi-currency quoting.
7 scenarios in 3 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 |
|---|---|---|
| Connector and enclosure compatibility | Only with workarounds A pairwise compatibility between two catalogs usually becomes one rule per combination. | Compatibility is a property of the connector and the enclosure, checked on every call. |
| Station load against two limits | Only with care A number that must fit both a connector rating and an enclosure rating spans several validation rules. | Both limits and the review band are evaluated together. |
| Options by connector type | Only with care Option rules per connector type, extended for every new type or option. | The connector type lists which options it offers; the check follows from the choices. |
| Discount stacking and approval bands | Only with workarounds Supply agreement, 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 150 outlet stations |
| Contract minimum | block | At least the supply agreement minimum outlet stations |
| Station load vs connector type | block | 1 to the item maximum |
| Station load vs enclosure | block | Not above the package limit |
| Compatibility | block | the package cannot house the watertight pin and sleeve connector. |
| Ground fault protection | block | Only on items that offer it |
| Annual inspection service | block | Only on items that offer it |
| Contract years | block | 1 to 7 years |
| Total discount limit | block | Above 20 percent |
| Station load review | needs approval | Above 60: a licensed engineer review is required |
| Long contract | needs approval | Above 5 years needs finance approval |
| Large quantity | needs approval | Above 50 outlet stations: 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 30 amp twist lock connector with the NEMA 3R outdoor enclosure for 6 stations on the standard supply agreement, station load 20 amps per station, 3 years agreement. Net total USD 2,073.60. Ready to send.
Verdict: Blocked.
The agent's request. The 30 amp twist lock connector with the NEMA 3R outdoor enclosure for 6 stations on the standard supply agreement, station load 20 amps per station, 3 years agreement. Net total USD 2,304. Ready to send.
Verdict: Allowed.
The agent's request. The 30 amp twist lock connector with the NEMA 3R outdoor enclosure for 4 stations on the contractor supply agreement, station load 20 amps per station, 3 years agreement. Net total USD 1,459.20. Ready to send.
Verdict: Blocked.
The agent's request. The 30 amp twist lock connector with the NEMA 3R outdoor enclosure for 5 stations on the contractor supply agreement, station load 20 amps per station, 3 years agreement. Net total USD 1,824. Ready to send.
Verdict: Allowed.
The agent's request. The 20 amp tamper resistant receptacle with the NEMA 3R outdoor enclosure for 6 stations on the standard supply agreement, station load 25 amps per station, 3 years agreement. Net total USD 2,064. Ready to send.
Verdict: Blocked.
The agent's request. The 30 amp twist lock connector with the NEMA 3R outdoor enclosure for 10 stations on the contractor supply agreement, station load 20 amps per station, 3 years agreement. Net total USD 3,532.80. Ready to send.
Verdict: Allowed.
The agent's request. The 100 amp watertight pin and sleeve connector with the NEMA 4X stainless enclosure for 6 stations on the standard supply agreement, station load 80 amps per station, 3 years agreement. Net total USD 15,810. Ready to send.
Verdict: Needs approval.
The text of the narrated walkthrough, step by step.