Predictika · Isolating transformer orders
An AI sales agent prepares an order for single-phase isolating transformers for a switchboard or machine panel. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the published datasheet and returns a verdict, every reason and the figures it computed.
This validator models orders for the FR series of encapsulated single-phase isolating transformers as published in Noratel's FR datasheet and product pages, not just the scenarios shown below.
Any FR order that touches these rules is in scope — not only the scenarios pictured here. For 230-250 V input with 115 V output, Noratel's datasheet lists three types and its website lists six, so the validator asks for a person to confirm that case. Not covered: prices (Noratel publishes none, so there is no price build-up or line-item list), custom-designed models, Noratel's other transformer families, and temperature, fusing and installation details.
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) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.
| What the validator caught | Typical rules-based CPQ | Predictika |
|---|---|---|
| A 115 V output asked for from a 460 V or 690 V supply | Only with care Which voltage pairs exist is a table of inputs against outputs; a CPQ can hold it as rules, but each pairing is a rule to maintain. | Input and output are in one request and checked against the datasheet pairs. |
| A load larger than the selected transformer is rated for | Only with care The rating comes from the type; comparing it with a free-entry load needs its own rule and a lookup of the rating. | The rating is looked up from the type and compared with the load on every call. |
| DIN-rail mounting asked for on a type that does not offer it | Only with workarounds An option that exists for some types only needs a dependency rule per type, often hidden in option visibility. | The mounting option is checked against the type with every other rule. |
| A stated rating that must match the type | Only with care A stated figure is a free-entry field; a rule can compare it with a looked-up rating, but someone has to write and maintain it. | The stated rating travels with the order and is compared with the datasheet rating on every call. |
| A case where the manufacturer's own documents disagree | Only with workarounds A rules engine returns allowed or not allowed; flagging that two sources disagree and a person must confirm is not a built-in outcome. | The validator returns needs approval with the reason, so the order is held for a person. |
| Every problem returned in one answer | Only with workarounds Rules tend to fire as the order is saved or a step is completed, so a rep 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 any order the choices arrive; one problem never hides another. Blocking findings stop the order; approval findings need a person to sign off; everything else is computed.
| 1 | The load is 181 VA per transformer, but the selected type is rated 180 VA. |
| 2 | The order states a 250 VA rating, but the selected type is rated 180 VA. |
| 3 | The FR datasheet lists 460-480-500 V and 440-660-690 V inputs only with a 230 V output; a 115 V output is listed only for 230-250 V and 400-415-440 V inputs. |
| 4 | For 230-250 V input with 115 V output, the datasheet lists FR60B, FR78B and FR84B only, while the Noratel website also lists FR96B, FR96C and FR120B; availability of this type needs confirming with Noratel. |
| 5 | The FR transformer is a single-phase isolating transformer; the order asks for 3 phases. |
| 6 | The FR transformers are specified for 47 to 63 Hz; the order asks for 400 Hz. |
| 7 | The integrated optional DIN-rail mounting system is listed only for FR60B, FR78B and FR84B. |
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. Please order 6 x Noratel FR84B isolating transformer, 460-480-500 V input, 115 V output, for a load of 150 VA per transformer on 50 Hz, single-phase supply. It is ready to send.
Verdict: Blocked.
The agent's request. Please order 6 x Noratel FR96B isolating transformer, 460-480-500 V input, 230 V output, for a load of 150 VA per transformer on 50 Hz, single-phase supply. It is ready to send.
Verdict: Allowed.
The agent's request. Please order 8 x Noratel FR96C isolating transformer, 400-415-440 V input, 230 V output, for a load of 80 VA per transformer on 400 Hz, single-phase supply, with the DIN-rail mounting system. The order states a 250 VA rating for the transformer. It is ready to send.
Verdict: Blocked.
The agent's request. Please order 8 x Noratel FR78B isolating transformer, 400-415-440 V input, 230 V output, for a load of 80 VA per transformer on 60 Hz, single-phase supply, with the DIN-rail mounting system. The order states a 90 VA rating for the transformer. It is ready to send.
Verdict: Allowed.
The agent's request. Please order 2 x Noratel FR120B isolating transformer, 230-250 V input, 115 V output, for a load of 350 VA per transformer on 50 Hz, single-phase supply. The order states a 400 VA rating for the transformer. It is ready to send.
Verdict: Needs approval.
The agent's request. Please order 2 x Noratel FR120B isolating transformer, 230-250 V input, 230 V output, for a load of 350 VA per transformer on 50 Hz, single-phase supply. The order states a 400 VA rating for the transformer. It is ready to send.
Verdict: Allowed.
The agent's request. Please order 3 x Noratel FR96B isolating transformer, 400-415-440 V input, 230 V output, for a load of 150 VA per transformer on 50 Hz, three-phase supply. The order states a 180 VA rating for the transformer. It is ready to send.
Verdict: Blocked.
The text of the narrated walkthrough, step by step.