Predictika · Restricted use soil insecticide orders

An AI sales agent's Counter 20G order, checked against the label before it goes out

An AI sales agent prepares an order and use plan for Counter 20G Lock'n Load soil insecticide. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the public product label and returns a verdict, every reason and the figures it computed.

Scope: Counter 20G Lock'n Load orders for field, seed, pop and sweet corn, sugar beets and grain sorghum: rate, pounds per acre and label restrictions. See everything this validator covers

This validator models Counter 20G orders and use plans for six crops (field corn, seed corn, popcorn, sweet corn, sugar beets and grain sorghum), not just the scenarios shown below.

  • Rate and pounds per acre — the label rate in ounces per 1,000 feet of row (corn 4.5 to 6 oz at planting and 6 oz otherwise, sugar beets 3 to 6 oz, grain sorghum 5.2 oz) is converted with the row spacing to pounds per acre (ounces x 32.67 / row inches, to 0.1) and compared with the label maximum (6.5 lb for corn, 9.8 for sugar beets, 8.4 for sorghum) and with the figure the order states.
  • Use restrictions — one application a year; certified applicators only; setbacks from surface water (66 ft, or 300 ft on highly erodible soil); days to harvest (sorghum 100, sweet corn postemergence 60, sugar beets 90); cultivation use for field corn only; no saflufenacil herbicide with sorghum; herbicide combinations go to approval.

Any order for these crops that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices, other Counter formulations, other crops and label uses, state-specific restrictions, the conditions of the 4.5 oz reduced rate (first-year corn, low to moderate rootworm pressure), the application method (banded, in-furrow or knifed-in; knifed-in sugar beets have a 150-day harvest interval), forage and grazing intervals, the 500 ft buffers, container sizes and the 20-inch row-spacing minimum for sugar beets and sorghum.

The AI sales agentBuilds the Counter 20G order and use plan from the conversation and says it is ready.
Predictika validatorChecks every rule at once and returns the verdict, each finding, and the computed figures.

8 scenarios in 3 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) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.

    
What the validator caughtTypical rules-based CPQPredictika
A rate that changes with the crop and timingOnly with care
A product rule per crop and timing; every new crop is more rules to maintain.		Crop, timing and rate are in one request and checked against the label together.
Pounds per acre computed from ounces per 1,000 ft of row and row spacingOnly with workarounds
It needs a calculated field fed by two inputs, rounded and compared with a crop maximum and with the figure the order states.		The pounds per acre are computed on every call and compared with the label maximum and the stated figure.
A harvest interval that depends on the crop and timingOnly with care
Sorghum, sweet corn after a postemergence treatment and sugar beets each have their own number of days before harvest.		The days to harvest are checked against the crop and timing on every call.
Restrictions that depend on crop, soil, timing and herbicideOnly with workarounds
Each depends on choices on different lines, so they need cross-line rules that interact with the rest.		Every choice is in one request, so a conflict is found whichever order the choices arrive in.
Every problem returned in one answerOnly with workarounds
Rules tend to fire as the order 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: findings from its test cases
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Every rule is checked on every call, in any order the choices arrive; one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed.

    
1The Counter 20G label lists no such use for this crop; cultivation-time treatment is for field corn only (not field corn grown for seed) and grain sorghum is treated at planting or at bedding only.
24.0 oz per 1,000 ft of row is below the labeled rate for this crop and timing, which starts at 4.5 oz.
37.0 oz per 1,000 ft of row is above the labeled rate for this crop and timing, which is at most 6.0 oz.
47.0 oz per 1,000 ft of row on 30-inch rows puts 7.6 lb of Counter 20G on each acre, above the labeled maximum of 6.5 lb per acre.
55.0 oz per 1,000 ft of row is below the labeled rate for this crop and timing, which starts at 6.0 oz.
66.0 oz per 1,000 ft of row on 22-inch rows puts 8.9 lb of Counter 20G on each acre, above the labeled maximum of 6.5 lb per acre.
74.5 oz per 1,000 ft of row on 22-inch rows puts 6.7 lb of Counter 20G on each acre, above the labeled maximum of 6.5 lb per acre.
86.0 oz per 1,000 ft of row on 18-inch rows puts 10.9 lb of Counter 20G on each acre, above the labeled maximum of 9.8 lb per acre.
95.2 oz per 1,000 ft of row on 20-inch rows puts 8.5 lb of Counter 20G on each acre, above the labeled maximum of 8.4 lb per acre.
106.0 oz per 1,000 ft of row is above the labeled rate for this crop and timing, which is at most 5.2 oz.
112.5 oz per 1,000 ft of row is below the labeled rate for this crop and timing, which starts at 3.0 oz.
12The label does not allow harvest within 90 days after this treatment, and the plan has 80 days.
13The order states 7.0 lb per acre, but the rate and row spacing give 6.5 lb per acre.
14The order states 6.0 lb per acre, but the rate and row spacing give 6.5 lb per acre.
15The label allows only one application of Counter 20G per year for each crop; the plan has 2.
16Counter 20G is a restricted use pesticide, sold to and used only by certified applicators or persons under their direct supervision.
17The label requires a setback of 300 ft between the treated area and entry points to surface water on this soil, and the plan has 100 ft.
18The label requires a setback of 66 ft between the treated area and entry points to surface water on this soil, and the plan has 50 ft.
19The label does not allow harvest within 100 days after this treatment, and the plan has 90 days.
20The label does not allow harvest within 60 days after this treatment, and the plan has 45 days.
21The label says not to apply Counter 20G to grain sorghum if a saflufenacil herbicide was applied within 30 days.
22After an at-planting Counter 20G application the label does not allow ALS-inhibitor herbicides (and, for corn, postemergence mesotrione or saflufenacil herbicides) unless that herbicide label says otherwise; someone must confirm the herbicide label.
237.0 oz per 1,000 ft of row on 22-inch rows puts 10.4 lb of Counter 20G on each acre, above the labeled maximum of 6.5 lb per acre.
24The order states 6.5 lb per acre, but the rate and row spacing give 10.4 lb per acre.

  

  

    
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. Field corn at planting, 160 acres: A 160-acre field corn order at 3 oz with two applications and a stated 6.5 lb per acre

    
The agent's request. Please quote Counter 20G for 160 acres of field corn, applied at planting at 3 oz per 1,000 ft of row on 30-inch rows, with 2 applications, no herbicide, a 100 ft setback from surface water, harvest in 150 days, and a certified applicator. The order states 6.5 lb per acre. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Rate below the labeled minimum. 3.0 oz per 1,000 ft of row is below the labeled rate for this crop and timing, which starts at 4.5 oz.
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  • Stated rate differs from the computed rate. The order states 6.5 lb per acre, but the rate and row spacing give 3.3 lb per acre.
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  • More than one application a year. The label allows only one application of Counter 20G per year for each crop; the plan has 2.
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2. Field corn at planting, 160 acres: The agent resubmits after fixing the errors

    
The agent's request. Please quote Counter 20G for 160 acres of field corn, applied at planting at 6 oz per 1,000 ft of row on 30-inch rows, with 2 applications, no herbicide, a 100 ft setback from surface water, harvest in 150 days, and a certified applicator. The order states 6.5 lb per acre. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • More than one application a year. The label allows only one application of Counter 20G per year for each crop; the plan has 2.
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3. Field corn at planting, 160 acres: The agent resubmits after fixing the errors

    
The agent's request. Please quote Counter 20G for 160 acres of field corn, applied at planting at 6 oz per 1,000 ft of row on 30-inch rows, with 1 application, no herbicide, a 100 ft setback from surface water, harvest in 150 days, and a certified applicator. The order states 6.5 lb per acre. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 160 acres at 6.5 lb per acre need 1,045.4 lb of Counter 20G.
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4. Grain sorghum, 80 acres: A sorghum order with a saflufenacil herbicide and 80 days to harvest

    
The agent's request. Please quote Counter 20G for 80 acres of grain sorghum, applied at planting at 5.2 oz per 1,000 ft of row on 30-inch rows, with 1 application, a saflufenacil herbicide, a 100 ft setback from surface water, harvest in 80 days, and a certified applicator. The order states 5.7 lb per acre. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Harvest too soon after treatment. The label does not allow harvest within 100 days after this treatment, and the plan has 80 days.
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  • Saflufenacil herbicide with sorghum. The label says not to apply Counter 20G to grain sorghum if a saflufenacil herbicide was applied within 30 days.
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5. Grain sorghum, 80 acres: The agent resubmits after fixing the errors

    
The agent's request. Please quote Counter 20G for 80 acres of grain sorghum, applied at planting at 5.2 oz per 1,000 ft of row on 30-inch rows, with 1 application, no herbicide, a 100 ft setback from surface water, harvest in 110 days, and a certified applicator. The order states 5.7 lb per acre. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 80 acres at 5.7 lb per acre need 453.0 lb of Counter 20G.
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6. Field corn, certification and water: An order with an uncertified applicator and a 100 ft setback on highly erodible soil

    
The agent's request. Please quote Counter 20G for 160 acres of field corn, applied at planting at 6 oz per 1,000 ft of row on 30-inch rows, with 1 application, no herbicide, a 100 ft setback from surface water, harvest in 150 days, and an uncertified applicator. The order states 6.5 lb per acre. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Applicator not certified. Counter 20G is a restricted use pesticide, sold to and used only by certified applicators or persons under their direct supervision.
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  • Setback from surface water too short. The label requires a setback of 300 ft between the treated area and entry points to surface water on this soil, and the plan has 100 ft.
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7. Field corn, certification and water: The agent resubmits after fixing the errors

    
The agent's request. Please quote Counter 20G for 160 acres of field corn, applied at planting at 6 oz per 1,000 ft of row on 30-inch rows, with 1 application, an ALS-inhibitor herbicide, a 300 ft setback from surface water, harvest in 150 days, and a certified applicator. The order states 6.5 lb per acre. It is ready to send.

    
Verdict: Needs approval.

    
    
      
  • Herbicide to check against its own label. After an at-planting Counter 20G application the label does not allow ALS-inhibitor herbicides (and, for corn, postemergence mesotrione or saflufenacil herbicides) unless that herbicide label says otherwise; someone must confirm the herbicide label.
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  • Order summary. 160 acres at 6.5 lb per acre need 1,045.4 lb of Counter 20G.
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8. Field corn, certification and water: The agent drops the herbicide from the plan

    
The agent's request. Please quote Counter 20G for 160 acres of field corn, applied at planting at 6 oz per 1,000 ft of row on 30-inch rows, with 1 application, no herbicide, a 300 ft setback from surface water, harvest in 150 days, and a certified applicator. The order states 6.5 lb per acre. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 160 acres at 6.5 lb per acre need 1,045.4 lb of Counter 20G.
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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 an order and use plan for Counter 20G Lock'n Load soil insecticide. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the public product label and returns a verdict, every reason and the figures it computed.
    2. 
      
  2. I will start with the first request by the agent.
    3. 
      
  3. The agent says. Please quote Counter 20G for 160 acres of field corn, applied at planting at 3 oz per 1,000 ft of row on 30-inch rows. The order states 6.5 lb per acre. The rest of the request is on screen.
    4. 
      
  4. Before it goes out, the agent calls the validator.
    5. 
      
  5. Blocked, with three findings, all in one answer. 3.0 oz per 1,000 ft of row is below the labeled rate for this crop and timing, which starts at 4.5 oz. The order states 6.5 lb per acre, but the rate and row spacing give 3.3 lb per acre. The label allows only one application of Counter 20G per year for each crop; the plan has 2.
    6. 
      
  6. The validator returned three blocking findings 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.
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  7. What this shows: for a rate that changes with the crop and timing, a rules-based CPQ is error-prone for this.
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  8. Now the agent resubmits.
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  9. The corrected request. It changes the rate to 6.
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  10. It calls the validator again.
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  11. Still blocked, with one finding, all in one answer. The label allows only one application of Counter 20G per year for each crop; the plan has 2.
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  12. Two findings cleared. Still blocking: more than one application a year.
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  13. The agent resubmits once more.
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  14. The revised request. It changes the applications this year to 1.
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  15. It calls the validator once more.
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  16. This time the validator clears it.
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  17. The earlier finding is cleared, and the validator's figure matches the quote.
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  18. Three problems caught in one call, fixed in two passes, and a clean quote. That is the value of Predictika's validator: catching mistakes before they reach the customer. Now you can try the other scenarios yourself.
    19.