Predictika · molecular diagnostics placement quotes, in the style of Hologic Panther

A Panther placement quote, checked against the instrument, assay, term and region rules before it goes to the laboratory

An AI sales agent prepares a placement or purchase quote for a molecular diagnostics instrument with one or two assays, with the contract value it expects. Before the quote goes out, the agent sends it to Predictika's validator, which checks the instrument, the assays, annual volume, placement terms, service, region, lead time and discount against each other, compares the contract value the agent states with the one it computes, and returns a verdict with every reason in one pass. All prices and limits are Predictika estimates in US dollars, not Hologic list prices.

Scope: Placement and purchase quotes for Panther style molecular diagnostics systems with one or two assays: three instruments, eight assays, annual volume, placement terms, standard and premium service, the US, EU and Canada, lead time, volume and rep discounts and approval bands. Prices and limits are illustrative estimates, not Hologic data; Predictika is not affiliated with Hologic. See everything this validator covers

This validator checks any quote made of these instruments and assays, not just the scenarios shown below.

  • Instruments and assays — Panther, Panther Fusion and Panther Plus systems with the assay catalog; assays that need the Fusion module must run on a Fusion capable system.
  • Registration and duplicates — whether each assay is registered for sale in the US, EU or Canada, and one assay may not be listed twice on a quote.
  • Volume and capacity — annual tests against instrument capacity, a review above 85 percent utilization, and kit shelf life against monthly volume.
  • Placement agreements — a placement needs enough reagent spend a year against the instrument value and a term of 3 to 7 years; a purchase is the alternative for small volumes.
  • Service, lead time and discount — standard and premium service plans (premium is not offered in Canada), lead time by instrument and region, the volume discount earned by annual tests, rep discount authority by channel and a sales director review for very large contracts.
  • The contract value the agent states — the stated value is compared with the value the validator computes.

Any quote that touches these rules is in scope, not only the scenarios pictured here. Not checked: other instrument families, lease structures, software options, detailed shipping and installation terms, and real list prices.

The AI sales agentPrepares the placement quote for the laboratory and says it is ready to send.
Predictika validatorChecks every rule at once and returns the verdict, each finding, and the computed figures.

6 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 a rules-based CPQ gets this 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 caughtA rules-based CPQPredictika
An assay that needs an instrument optionOnly with care
A product rule links each assay to the instrument option; it works, but every new assay or instrument needs its own copy.		Fusion capability is data on the instrument and the assay; the check follows from both.
Placement minimum spend and term limitsOnly with workarounds
Needs a formula for annual reagent spend across one or two assays, compared with a percent of the instrument value, plus a term rule; the purchase alternative is a separate path.		Spend, minimum and term are computed once and returned with the reason.
Discounts that combineOnly with care
Volume tiers and the rep limit live in different rules and have to be added in the right order.		Earned and requested discounts are applied in one calculation, and the approval follows.
The contract value the agent statesOnly with workarounds
Comparing a stated value with a computed one means a separate rule per quote layout, and price rules rarely run on stated figures.		The stated contract value is a field in the request and is checked against the computed value.
Every problem returned in one answerOnly with workarounds
Rules tend to fire as a step is completed, 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.

    
1An assay that needs the Fusion module can only be quoted on a Fusion capable system.
2Each assay must be registered for sale in the region of the order (US, EU or Canada).
3The same assay may not be listed twice on one quote.
4The annual tests quoted may not exceed the capacity of the quoted instruments; above 85 percent of capacity needs a sales operations review.
5A placement agreement needs annual reagent spend of at least 30 percent of the instrument value.
6A placement agreement runs 3 to 7 years.
7Premium service is not offered in Canada.
8The expected lead time must meet the date the customer needs.
9The volume discount is earned by annual tests; an extra discount above 5 percent needs a manager, and above 15 percent on a direct order is blocked.
10A total contract value over USD 2,000,000 needs a sales director review.
11A kit that would expire before its volume is used needs a review.
12The contract value stated in the quote must match the value computed from the line items.

  

  

    
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. An assay that needs the Fusion module: The respiratory assay on a Panther system

    
The agent's request. Please check this quote for the Larkspur Hospital Laboratory Network: a Panther system placement for 8,000 respiratory tests a year over 3 years, using the Panther Fusion SARS-CoV-2 Flu A/B RSV assay, in the United States with direct sales. The contract value is USD 458,640.00. The quote is ready to send.

    
Verdict: Blocked.

    
    
      
  • Fusion module required. The Panther Fusion respiratory assay needs the Fusion module, and the Panther system does not have it.
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2. An assay that needs the Fusion module: The agent resubmits after fixing the errors

    
The agent's request. Please check this quote for the Larkspur Hospital Laboratory Network: a Panther Fusion system placement for 8,000 respiratory tests a year over 3 years, using the Panther Fusion SARS-CoV-2 Flu A/B RSV assay, in the United States with direct sales. The contract value is USD 458,640.00. The quote is ready to send.

    
Verdict: Allowed.

    
3. A placement too small for its terms: A two-year placement for a small clinic

    
The agent's request. Please check this quote for the Cedar Hollow Clinic Laboratory: a Panther system placement for 3,000 chlamydia and gonorrhea tests a year over 2 years, in the United States with direct sales. The contract value is USD 58,800.00. The quote is ready to send.

    
Verdict: Blocked.

    
    
      
  • Placement minimum spend not met. A placement agreement needs at least USD 57,000.00 of reagent a year and this quote has USD 29,400.00.
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  • Placement term out of range. A placement agreement runs 3 to 7 years; 2 years was quoted.
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4. A placement too small for its terms: The agent resubmits after fixing the errors

    
The agent's request. Please check this quote for the Cedar Hollow Clinic Laboratory: a Panther system purchase with standard service for 3,000 chlamydia and gonorrhea tests a year over 2 years, in the United States with direct sales. The contract value is USD 276,800.00. The quote is ready to send.

    
Verdict: Allowed.

    
5. Contract value stated below the computed value: A contract value that is lower than it adds up to

    
The agent's request. Please check this quote for the Harbor Point Women's Health Laboratory: a Panther system placement for 30,000 chlamydia and gonorrhea tests and 10,000 HPV tests a year over 3 years, in the United States with direct sales. The contract value is USD 1,084,995.00. The quote is ready to send.

    
Verdict: Blocked.

    
    
      
  • Stated value does not match. The quoted contract value of USD 1,084,995.00 does not match the USD 1,205,550.00 the validator computed.
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6. Contract value stated below the computed value: The agent resubmits after fixing the errors

    
The agent's request. Please check this quote for the Harbor Point Women's Health Laboratory: a Panther system placement for 30,000 chlamydia and gonorrhea tests and 10,000 HPV tests a year over 3 years, in the United States with direct sales. The contract value is USD 1,205,550.00. The quote is ready to send.

    
Verdict: Allowed.

  

  

    
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 placement or purchase quote for a molecular diagnostics instrument with one or two assays, with the contract value it expects. Before the quote goes out, the agent sends it to Predictika's validator, which checks the instrument, the assays, annual volume, placement terms, service, region, lead time and discount against each other, compares the contract value the agent states with the one it computes, and returns a verdict with every reason in one pass. All prices and limits are Predictika estimates in US dollars, not Hologic list prices.
    2. 
      
  2. I will start with the first request by the agent.
    3. 
      
  3. The agent says. Please check this quote for the Cedar Hollow Clinic Laboratory: a Panther system placement for 3,000 chlamydia and gonorrhea tests a year over 2 years. The contract value is USD 58,800.00. The rest of the request is on screen.
    4. 
      
  4. Before it goes out, the agent calls the validator.
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  5. Blocked, with two findings, all in one answer. A placement agreement needs at least USD 57,000.00 of reagent a year and this quote has USD 29,400.00. A placement agreement runs 3 to 7 years; 2 years was quoted.
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  6. The validator returned two 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 an assay that needs an instrument option, 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 agreement type to purchase and the contract value stated by the agent to $276,800.
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  10. It calls the validator again.
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  11. This time the validator clears it.
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  12. The validator also returns the line-item quote. It starts with Aptima Combo 2 chlamydia and gonorrhea assay (tests over the term and Standard service plan (per year; the other line is on screen.
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  13. Both earlier findings are cleared, and the validator's total, USD 276,800.00, matches the quote.
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  14. Two problems 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. Now you can try the other scenarios yourself.
    15.