Predictika · Hospital respiratory orders

An AI sales agent's Airvo 3 high flow order, checked before it goes out

An AI sales agent prepares a hospital order for an Airvo 3 high flow system with a patient interface and size, a flow, a target temperature, an oxygen setting and the planned use of the tube and chamber kit, and states the maximum flow for the interface. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the specifications in the published Airvo 3 User Manual and returns a verdict, every reason and the figures it computed.

Scope: Airvo 3 high flow orders with Optiflow Junior 2, Optiflow+ and Optiflow 3S, tracheostomy and mask adapter interfaces: sizes, flow ranges, target temperature, oxygen, bypassed airway use and kit use period. See everything this validator covers

This validator models Airvo 3 high flow therapy orders as described in the public Airvo 3 User Manual, not just the scenarios shown below.

  • Interfaces and sizes — Optiflow Junior 2 is listed in sizes M, L, XL and XXL; Optiflow+ and Optiflow 3S in sizes S, M and L; the tracheostomy interface and the mask adapter have no size.
  • Flow ranges — each interface and size has a listed flow range: Junior 2 sizes M, L, XL and XXL are 2 to 7, 2 to 20, 2 to 25 and 10 to 50 liters a minute; Optiflow+ and Optiflow 3S size S is 10 to 60 and sizes M and L are 10 to 70; the tracheostomy interface and the mask adapter are 10 to 60.
  • Settings — the target temperature runs from 31 to 37 degrees C and the oxygen setting from 21 to 100 percent; for a patient with a bypassed airway the Airvo 3 is classified as a Category 1 humidifier only at 37 degrees C and 10 to 60 liters a minute; patients using face masks may find high temperatures uncomfortable, so a mask adapter order above 31 degrees C goes to a person.
  • Tube and chamber kit — an AirSpiral tube and chamber kit is listed for up to 14 days (7 days when using a nebulizer) and for 1 patient.

Any Airvo 3 high flow order that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (Fisher & Paykel Healthcare prices are set per hospital and distributor agreement and are not public, so this validator produces no price build-up or line-item quote), part numbers and bundles, the Optiflow+ Duet interface, the Airvo 2 system, the noninvasive ventilation modes and other Fisher & Paykel products. Assumptions: the listed flow range for each interface size is read as the allowed range for the order, and the 31 degrees C face mask guidance is treated as a point for a person to confirm. The model reflects the manual and regulatory summary read in October 2026.

The AI sales agentBuilds the hospital high flow order from the conversation and says it is ready.
Predictika validatorChecks every rule at once and returns the verdict, each finding, and the computed figures.

7 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 flow range that depends on the interface and its sizeOnly with care
Each interface and size pair has its own range, so the rules need a table of pairs and a check that reads it; each new size is another row to maintain.		The interface, size and flow are in one request; the listed range is looked up and compared with the flow on every call.
A size that exists only for some interfacesEasy
A compatibility rule per interface; routine in a product-rules CPQ.		The same rule, checked together with all the others.
A bypassed airway that limits temperature and flow togetherOnly with workarounds
The limit depends on a patient flag, the temperature and the flow at once, which takes a cross-line rule that interacts with the range rules.		The flag, temperature and flow are in one request and the limit is checked with every other rule.
A stated maximum flow that disagrees with the interfaceOnly with workarounds
The listed maximum is derived from the interface and size; checking a stated figure against it takes extra formulas that interact with the rest of the rules.		The stated maximum flow is a field in the request and is compared with the listed maximum.
Every problem returned in one answerOnly with workarounds
Rules tend to fire as the order is saved or 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.

    
1The order sets a flow of 61 liters a minute; this interface and size are listed for 10 to 60 liters a minute.
2The order sets a flow of 9 liters a minute; this interface and size are listed for 10 to 60 liters a minute.
3The order sets a flow of 71 liters a minute; this interface and size are listed for 10 to 70 liters a minute.
4The selected size is not listed for this patient interface; Optiflow Junior 2 comes in sizes M, L, XL and XXL, Optiflow+ and Optiflow 3S in S, M and L, and the tracheostomy interface and mask adapter have no size.
5The order sets a flow of 8 liters a minute; this interface and size are listed for 2 to 7 liters a minute.
6The order sets a flow of 26 liters a minute; this interface and size are listed for 2 to 25 liters a minute.
7The order sets a flow of 9 liters a minute; this interface and size are listed for 10 to 50 liters a minute.
8For a patient with a bypassed airway the Airvo 3 is classified as a Category 1 humidifier only at 37 degrees C and 10 to 60 liters a minute; the order sets 34 degrees C and 40 liters a minute.
9For a patient with a bypassed airway the Airvo 3 is classified as a Category 1 humidifier only at 37 degrees C and 10 to 60 liters a minute; the order sets 37 degrees C and 61 liters a minute.
10Patients using face masks may find high temperatures uncomfortable and a target temperature of 31 degrees C is suggested; a person should confirm the 32 degrees C setting.
11Patients using face masks may find high temperatures uncomfortable and a target temperature of 31 degrees C is suggested; a person should confirm the 37 degrees C setting.
12The Airvo 3 target temperature runs from 31 to 37 degrees C; the order sets 30 degrees C.
13The Airvo 3 target temperature runs from 31 to 37 degrees C; the order sets 38 degrees C.
14The oxygen setting runs from 21 to 100 percent; the order sets 101 percent.
15The oxygen setting runs from 21 to 100 percent; the order sets 20 percent.
16An AirSpiral tube and chamber kit is listed for up to 14 days, or 7 days when using a nebulizer; the order plans 15 days and the limit here is 14.
17An AirSpiral tube and chamber kit is listed for up to 14 days, or 7 days when using a nebulizer; the order plans 8 days and the limit here is 7.
18An AirSpiral tube and chamber kit is listed for 1 patient; the order has 2 patients on one kit.
19The order states a maximum flow of 60 liters a minute for this interface and size, but the listed maximum is 70 liters a minute.

  

  

    
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. Pediatric interface with a nebulizer: An Optiflow Junior 2 size M at 12 liters a minute with a nebulizer for 10 days

    
The agent's request. Please prepare a hospital order for an Airvo 3 system with an Optiflow Junior 2 interface in size M, set to 12 liters a minute at 37 degrees C and 30 percent oxygen. The AirSpiral kit is planned for 10 days of use with a nebulizer, for 1 patient. The order states a maximum flow of 20 liters a minute for this interface. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Flow outside the interface range. The order sets a flow of 12 liters a minute; this interface and size are listed for 2 to 7 liters a minute.
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  • Kit used longer than its limit. An AirSpiral tube and chamber kit is listed for up to 14 days, or 7 days when using a nebulizer; the order plans 10 days and the limit here is 7.
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  • Stated maximum flow does not match. The order states a maximum flow of 20 liters a minute for this interface and size, but the listed maximum is 7 liters a minute.
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2. Pediatric interface with a nebulizer: The agent resubmits after fixing the errors

    
The agent's request. Please prepare a hospital order for an Airvo 3 system with an Optiflow Junior 2 interface in size L, set to 12 liters a minute at 37 degrees C and 30 percent oxygen. The AirSpiral kit is planned for 7 days of use with a nebulizer, for 1 patient. The order states a maximum flow of 20 liters a minute for this interface. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. Listed flow 2 to 20 L/min for this interface and size, kit use limit 7 days.
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3. Tracheostomy interface: A tracheostomy interface at 34 degrees C, 65 liters a minute and 105 percent oxygen

    
The agent's request. Please prepare a hospital order for an Airvo 3 system with an Optiflow+ tracheostomy interface interface, set to 65 liters a minute at 34 degrees C and 105 percent oxygen, for a patient with a bypassed airway. The AirSpiral kit is planned for 7 days of use, for 1 patient. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Flow outside the interface range. The order sets a flow of 65 liters a minute; this interface and size are listed for 10 to 60 liters a minute.
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  • Oxygen setting out of range. The oxygen setting runs from 21 to 100 percent; the order sets 105 percent.
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  • Bypassed airway outside 37 C and 10 to 60 L/min. For a patient with a bypassed airway the Airvo 3 is classified as a Category 1 humidifier only at 37 degrees C and 10 to 60 liters a minute; the order sets 34 degrees C and 65 liters a minute.
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4. Tracheostomy interface: The agent resubmits after fixing the errors

    
The agent's request. Please prepare a hospital order for an Airvo 3 system with an Optiflow+ tracheostomy interface interface, set to 65 liters a minute at 37 degrees C and 60 percent oxygen, for a patient with a bypassed airway. The AirSpiral kit is planned for 7 days of use, for 1 patient. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Flow outside the interface range. The order sets a flow of 65 liters a minute; this interface and size are listed for 10 to 60 liters a minute.
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  • Bypassed airway outside 37 C and 10 to 60 L/min. For a patient with a bypassed airway the Airvo 3 is classified as a Category 1 humidifier only at 37 degrees C and 10 to 60 liters a minute; the order sets 37 degrees C and 65 liters a minute.
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5. Tracheostomy interface: The agent resubmits after fixing the errors

    
The agent's request. Please prepare a hospital order for an Airvo 3 system with an Optiflow+ tracheostomy interface interface, set to 50 liters a minute at 37 degrees C and 60 percent oxygen, for a patient with a bypassed airway. The AirSpiral kit is planned for 7 days of use, for 1 patient. The order states a maximum flow of 60 liters a minute for this interface. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. Listed flow 10 to 60 L/min for this interface and size, kit use limit 14 days.
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6. Mask adapter: A mask adapter at 37 degrees C

    
The agent's request. Please prepare a hospital order for an Airvo 3 system with an Optiflow+ mask adapter interface, set to 40 liters a minute at 37 degrees C and 60 percent oxygen. The AirSpiral kit is planned for 7 days of use, for 1 patient. The order states a maximum flow of 60 liters a minute for this interface. It is ready to send.

    
Verdict: Needs approval.

    
    
      
  • High temperature on a face mask to confirm. Patients using face masks may find high temperatures uncomfortable and a target temperature of 31 degrees C is suggested; a person should confirm the 37 degrees C setting.
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  • Order summary. Listed flow 10 to 60 L/min for this interface and size, kit use limit 14 days.
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7. Mask adapter: The agent resubmits after fixing the errors

    
The agent's request. Please prepare a hospital order for an Airvo 3 system with an Optiflow+ mask adapter interface, set to 40 liters a minute at 31 degrees C and 60 percent oxygen. The AirSpiral kit is planned for 7 days of use, for 1 patient. The order states a maximum flow of 60 liters a minute for this interface. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. Listed flow 10 to 60 L/min for this interface and size, kit use limit 14 days.
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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 a hospital order for an Airvo 3 high flow system. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the specifications in the published Airvo 3 User Manual 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 prepare a hospital order for an Airvo 3 system with an Optiflow+ tracheostomy interface interface, set to 65 liters a minute at 34 degrees C and 105 percent oxygen. The AirSpiral kit is planned for 7 days of use, for 1 patient. 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. The order sets a flow of 65 liters a minute; this interface and size are listed for 10 to 60 liters a minute. The oxygen setting runs from 21 to 100 percent; the order sets 105 percent. For a patient with a bypassed airway the Airvo 3 is classified as a Category 1 humidifier only at 37 degrees C and 10 to 60 liters a minute; the order sets 34 degrees C and 65 liters a minute.
    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.
    7. 
      
  7. What this shows: for a flow range that depends on the interface and its size, a rules-based CPQ is error-prone for this.
    8. 
      
  8. Now the agent resubmits.
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  9. The corrected request. It changes the target temperature to 37 degrees C and the oxygen setting to 60 percent.
    10. 
      
  10. It calls the validator again.
    11. 
      
  11. Still blocked, with two findings, all in one answer. The order sets a flow of 65 liters a minute; this interface and size are listed for 10 to 60 liters a minute. For a patient with a bypassed airway the Airvo 3 is classified as a Category 1 humidifier only at 37 degrees C and 10 to 60 liters a minute; the order sets 37 degrees C and 65 liters a minute.
    12. 
      
  12. One finding cleared. Still blocking: flow outside the interface range and bypassed airway outside 37 C and 10 to 60 L/min.
    13. 
      
  13. The agent resubmits once more.
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  14. The revised request. It changes the flow to 50 liters a minute. It sets the stated maximum flow as to 60 liters a minute.
    15. 
      
  15. It calls the validator once more.
    16. 
      
  16. This time the validator clears it.
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  17. Both earlier findings are 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.