Predictika · UK home energy tariffs, EV charging, heat pump and solar quotes

An AI sales agent's home energy quote, checked before it goes out

An AI sales agent prepares a home energy quote in the style of EDF Energy UK, with an EV charger, solar panels or a heat pump where the household wants them, for a fictional customer. Before it goes out, the agent sends it to Predictika’s validator, which checks it against the tariff, install and pricing rules, compares the annual bill and one-off total the agent states with the ones it computes, and returns a verdict with every reason.

Scope: UK household energy tariffs with EV, solar and heat pump add-ons. See everything this validator covers

This validator models household gas and electricity quotes in the style of EDF Energy UK, in pounds. It handles any combination of tariff, meter, fuel, region and add-on in its sample catalog, not just the scenarios shown below.

  • Tariffs and eligibility — Six sample household tariffs in the style of EDF Energy UK (standard variable, fixed 12 and 24 months, two EV tariffs and a heat pump tariff) with SMETS2 smart meter, Direct Debit, EV-in-household, eligible-charger, heat-pump and electricity-only checks.
  • EV charging, solar and heat pump — Six sample chargers, off-street parking for wallbox installs, the off-peak charging window against the requested EV load, the solar export meter, panel count against roof capacity, G99 network applications above 3.68 kWp, and the Boiler Upgrade Scheme grant.
  • Pricing and switching — Six regions with standing charges and unit-rate uplifts, a price-cap comparison, the dual-fuel discount on fixed tariffs, and exit fees on a current fixed deal with more than 49 days left.
  • Stated figures — Checks that the annual bill and the one-off total the agent states match what the validator computes.

It does not cover real EDF rates or prices, business tariffs, markets outside the UK, products outside the sample catalog, taxes or credit checks.

The AI sales agentBuilds the quote from the conversation and says it is ready.
Predictika validatorChecks the quote against the product and contract rules and returns every finding it has.

8 scenarios in 4 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 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 catchesTypical rules-based CPQPredictika
Eligibility across meter, charger, vehicle and paymentOnly with care
Each tariff combines several conditions, so a rules-based setup needs many product and validation rules kept in step.
Every eligibility condition is evaluated together on every call.
Off-peak window capacityOnly with workarounds
The capacity comes from the charger power times the tariff hours, and it decides how much EV charging is priced at the night rate.
The window is computed first and the EV charging is split between the night and day rates.
Price-cap comparison by region and fuelOnly with workarounds
The cap figure depends on region, fuel mix and use, and the comparison drives an approval.
The cap is computed per region and fuel, and compared with the quoted bill.
Grant and network rulesOnly with care
Whether the heat pump grant applies and whether solar needs a G99 application depend on other answers in the quote.
Both are computed from the quote and returned as findings.
The figures the agent statesOnly with workarounds
Comparing a stated figure with a computed one needs a separate rule per quote layout, and price rules rarely run on stated figures.
The stated bill and one-off total are fields in the request and are checked against the computed figures.
Every problem returned in one answerOnly 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.

What this validator catches

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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.

RuleEffectWhat it checks
Smart meterblockEV and heat pump tariffs need a SMETS2 smart meter.
Electric vehicleblockAn EV tariff needs an EV in the household.
Eligible chargerblockAn EV tariff needs an eligible smart charger.
Heat pumpblockThe heat pump tariff needs a heat pump.
Electricity-only tariffsblockAn electricity-only tariff cannot be quoted as dual fuel.
Direct DebitblockFixed and EV tariffs need Direct Debit.
Off-street parkingblockA wallbox install needs off-street parking.
Solar export meterblockSolar export payments need a smart meter.
Roof capacityblockSolar panels cannot exceed what the roof takes.
Off-peak windowneeds approvalEV charging above what the charger can deliver in the off-peak window is priced at the day rate and needs the customer to confirm.
Price capneeds approvalA fixed tariff bill above the price-cap equivalent needs the customer to acknowledge the comparison.
Exit feesneeds approvalLeaving a fixed deal with more than 49 days left carries exit fees the customer must accept.
Boiler Upgrade grantneeds approvalAn outstanding insulation recommendation means the GBP 7,500 grant cannot be claimed.
Solar network applicationneeds approvalSolar above 3.68 kWp needs a G99 application to the network operator.
Stated annual billblockThe annual bill the agent states must be within GBP 1 of the validator figure.
Stated one-off totalblockThe one-off total the agent states must be within GBP 1 of the validator figure.

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. EV tariff: GoElectric Overnight in the Midlands: SMETS1 smart meter

The agent's request. Please quote EDF GoElectric Overnight for a Midlands home with an electric vehicle, electricity only, on its SMETS1 smart meter, with an Ohme Home Pro 7kW charger. Annual use is 3,000 kWh plus 2,500 kWh of EV charging. The quote states an annual bill of GBP 1,187.23 and one-off costs of GBP 999. It is ready to send.

Verdict: Blocked.

  • Smart meter required. EDF GoElectric Overnight needs a SMETS2 smart meter; the home has SMETS1. Book a smart meter install first.

2. EV tariff: GoElectric Overnight in the Midlands: SMETS2 smart meter

The agent's request. Please quote EDF GoElectric Overnight for a Midlands home with an electric vehicle, electricity only, on its SMETS2 smart meter, with an Ohme Home Pro 7kW charger. Annual use is 3,000 kWh plus 2,500 kWh of EV charging. The quote states an annual bill of GBP 1,187.23 and one-off costs of GBP 999. It is ready to send.

Verdict: Allowed.

3. Payment method: Simply Fixed 12M in South Wales: Prepayment

The agent's request. Please quote EDF Simply Fixed 12M for a South Wales home on dual fuel, with a traditional meter and prepayment. Annual use is 2,500 kWh of electricity and 9,000 kWh of gas. The quote states an annual bill of GBP 1,426.71. It is ready to send.

Verdict: Blocked.

  • Direct Debit required. EDF Simply Fixed 12M requires monthly Direct Debit; Prepayment is not accepted.

4. Payment method: Simply Fixed 12M in South Wales: Direct Debit

The agent's request. Please quote EDF Simply Fixed 12M for a South Wales home on dual fuel, with a traditional meter and monthly Direct Debit. Annual use is 2,500 kWh of electricity and 9,000 kWh of gas. The quote states an annual bill of GBP 1,426.71. It is ready to send.

Verdict: Allowed.

5. Solar installation: a South East home: 14 panels, traditional meter

The agent's request. Please quote EDF Standard Variable electricity for a South East home with 3,200 kWh of annual use, with 14 solar panels installed and a traditional meter. The quote states an annual bill of GBP 980.23 and one-off costs of GBP 6,700. It is ready to send.

Verdict: Blocked.

  • Smart meter needed for solar export. Solar export payments need a smart meter that records export; the home has a traditional meter.
  • Too many panels for the roof. 14 panels requested but the roof takes 10.
  • Network operator application (G99). 6.02 kWp solar exceeds the 3.68 kWp G98 limit; a G99 application to the network operator is needed.

6. Solar installation: a South East home: 10 panels, smart meter

The agent's request. Please quote EDF Standard Variable electricity for a South East home with 3,200 kWh of annual use, with 10 solar panels installed and a smart meter. The quote states an annual bill of GBP 980.23 and one-off costs of GBP 5,300. It is ready to send.

Verdict: Needs approval.

  • Network operator application (G99). 4.3 kWp solar exceeds the 3.68 kWp G98 limit; a G99 application to the network operator is needed.

7. Solar installation: a South East home: 8 panels, smart meter

The agent's request. Please quote EDF Standard Variable electricity for a South East home with 3,200 kWh of annual use, with 8 solar panels installed and a smart meter. The quote states an annual bill of GBP 980.23 and one-off costs of GBP 4,600. It is ready to send.

Verdict: Allowed.

8. Stated figures: Simply Fixed 12M in the North West: Stated bill GBP 1,554.79

The agent's request. Please quote EDF Simply Fixed 12M for a North West home on dual fuel, with a SMETS1 smart meter and monthly Direct Debit. Annual use is 2,900 kWh of electricity and 12,000 kWh of gas. The quote states an annual bill of GBP 1,554.79. It is ready to send.

Verdict: Blocked.

  • Stated annual bill differs. Stated annual bill does not match: the agent stated GBP 1554.79; the validator computes GBP 1654.03.

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 a home energy quote in the style of EDF Energy UK, with an EV charger. Before it goes out, the agent sends it to Predictika’s validator, which checks it against the tariff, install and pricing rules, compares the annual bill and one-off total the agent states with the ones it computes, and returns a verdict with every reason.
  2. I will start with the first request by the agent.
  3. The agent says. Please quote EDF GoElectric Overnight for a Midlands home with an electric vehicle, electricity only, on its SMETS1 smart meter, with an Ohme Home Pro 7kW charger. Annual use is 3,000 kWh plus 2,500 kWh of EV charging. The rest of the request is on screen. The quote states an annual bill of GBP 1,187.23 and one-off costs of GBP 999.
  4. Before it goes out, the agent calls the validator.
  5. Blocked, with one finding, all in one answer. EDF GoElectric Overnight needs a SMETS2 smart meter; the home has SMETS1. Book a smart meter install first.
  6. The validator returned one blocking finding 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 eligibility across meter, charger, vehicle and payment, a rules-based CPQ is error-prone for this.
  8. Now the agent resubmits.
  9. The corrected request. It changes the meter to SMETS2.
  10. It calls the validator again.
  11. This time the validator clears it.
  12. The earlier finding is cleared.
  13. One problem caught in one call, fixed in one pass, and a clean quote. That is the value of Predictika's validator: catching mistakes before they reach the customer.