Predictika · Infusion pump fleet orders

An AI sales agent's infusion pump fleet order, checked before it goes out

An AI sales agent prepares an order for a fleet of Agilia infusion pumps with their Link holders, stands, trolleys and drug library software. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the capacity and software-version rules and returns a verdict, every reason and the figures it computed.

Scope: Agilia pump fleet orders: pump models, Link and Link+ holders, stands, Duo couplings, trolleys and wireless drug library software versions. See everything this validator covers

This validator models Agilia infusion pump fleet orders, not just the scenarios shown below.

  • Holders, stands and trolleys — Link holders take 4, 6 or 8 pumps; only Link+ holders carry the communication interfaces that network pumps need. An infusion stand takes up to 3 pumps, an Agilia Duo coupling powers 2 devices, a safety stand fixes one Link holder and a trolley takes 2 Link holders.
  • Pump models and wireless library — nine Agilia SP and VP pump models, four of them Wi-Fi models. Pumps that are to receive the drug library wirelessly must be Wi-Fi models.
  • Software versions and counts — wireless transfer needs Centerium 2.0 or above; Centerium, Vigilant Master Med and Vigilant Insight must be at least 1.0 and Agilia Partner at least 2.3, the lowest versions listed as compatible with Agilia Connect. The pump count the order states is compared with the quantities.

Any Agilia pump fleet order that touches these rules is in scope — not only the scenarios pictured here. Not covered: prices (Fresenius Kabi does not publish prices for these products, so this validator produces no price build-up), infusion set and drug compatibility, the Wi-Fi module version, other product lines, accessories and regional terms.

The AI sales agentBuilds the pump fleet 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
Click to expand
    
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
Holders, stands and trolleys that must be large enough for the pumps placed on themOnly with care
Each capacity is a calculation from the quantities (4, 6 or 8 per holder, 3 per stand, 2 per trolley) compared with the pumps placed on them; every mounting option needs its own rule.		Capacities are computed from the quantities on every call and compared with the plan, so a stand that is one pump short is found at once.
Network pumps that need the Link+ holder, not the plain LinkOnly with care
It depends on a count of pumps on one line against the holders on another, and a plain holder looks fine until the pumps are placed.		Every choice is in one request, so the pumps needing communication interfaces are compared with the Link+ capacity.
Wireless library transfer that needs Wi-Fi pumps and Centerium 2.0 or aboveOnly with workarounds
The rule joins the pump models with a software version, and the version is entered on a different step from the pumps.		Pump models and software versions arrive together, so both conditions are checked whichever order the choices were made in.
A pump count stated on the order that must match the quantitiesOnly with care
A stated figure is a free-entry field; a rule can compare it with a computed total, but someone has to write and maintain that comparison.		The stated figure travels with the order and is compared with the computed total on every call.
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
Click to expand
    
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 has 0 pumps; at least 1 is needed.
225 pumps are planned for Link and Link+ holders, which hold 24 pumps in total.
324 pumps need the communication interfaces that Link+ holders provide, and the Link+ holders on the order hold 0 pumps.
417 pumps need the communication interfaces that Link+ holders provide, and the Link+ holders on the order hold 16 pumps.
54 pumps are planned for infusion stands, which hold at most 3 pumps each, and the stands on the order hold 3 pumps.
63 pumps are planned for Agilia Duo couplings, which power 2 devices each, and the couplings on the order power 2 devices.
71 Link holder is planned for safety infusion stands, which fix one Link holder each, and the order has 0 safety stands.
83 Link holders are planned for trolleys, which take 2 Link holders each, and the trolleys on the order take 2.
93 Link holders are planned for stands and trolleys, but the order has 2 Link and Link+ holders.
1024 pumps are placed on holders, stands and couplings, but the order has 18 pumps.
1124 pumps are to receive the drug library wirelessly, but only 23 pumps on the order are Wi-Fi models.
12Wireless drug library transfer needs Centerium 2.0 or above, and the order has Centerium 1.9.
13Centerium 0.9 is below version 1.0, the lowest listed as compatible with Agilia Connect.
14Vigilant Master Med 0.9 is below version 1.0, the lowest listed as compatible with Agilia Connect.
15Agilia Partner 2.2 is below version 2.3, the lowest listed as compatible with Agilia Connect.
16Vigilant Insight 0.9 is below version 1.0, the lowest listed as compatible with Agilia Connect.
17The order states 23 pumps, and the pump quantities add up to 24.
18The order states 25 pumps, and the pump quantities add up to 24.
195 pumps are planned for infusion stands, which hold at most 3 pumps each, and the stands on the order hold 3 pumps.
203 Link holders are planned for trolleys, which take 2 Link holders each, and the trolleys on the order take 0.
214 Link holders are planned for stands and trolleys, but the order has 3 Link and Link+ holders.
2229 pumps are placed on holders, stands and couplings, but the order has 18 pumps.
2330 pumps are to receive the drug library wirelessly, but only 18 pumps on the order are Wi-Fi models.
24Wireless drug library transfer needs Centerium 2.0 or above, and the order has Centerium 1.0.
25Agilia Partner 2.0 is below version 2.3, the lowest listed as compatible with Agilia Connect.

  

  

    
Scenarios and results
Click to expand
    
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. Wireless library and software: A wireless drug library order with non-Wi-Fi pumps, Centerium 1.5 and Agilia Partner 2.2

    
The agent's request. Please quote a fleet of 9 x Agilia SP MC Wi-Fi, 9 x Agilia VP MC, with 1 x Agilia Link+ 4, 2 x Agilia Link+ 8. Planned placement: 18 on Link or Link+ holders. 18 pumps are to be networked, and 18 pumps are to receive the drug library wirelessly. Software: Centerium 1.5, Vigilant Master Med 1.0, Agilia Partner 2.2, Vigilant Insight 1.0. The order states 18 pumps. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Wireless library needs Wi-Fi pumps. 18 pumps are to receive the drug library wirelessly, but only 9 pumps on the order are Wi-Fi models.
    • 
      
  • Wireless transfer needs Centerium 2.0 or above. Wireless drug library transfer needs Centerium 2.0 or above, and the order has Centerium 1.5.
    • 
      
  • Agilia Partner below 2.3. Agilia Partner 2.2 is below version 2.3, the lowest listed as compatible with Agilia Connect.
    • 
    

    
2. Wireless library and software: The agent switches the remaining pumps to Wi-Fi models but leaves the software unchanged

    
The agent's request. Please quote a fleet of 9 x Agilia SP MC Wi-Fi, 9 x Agilia VP MC Wi-Fi, with 1 x Agilia Link+ 4, 2 x Agilia Link+ 8. Planned placement: 18 on Link or Link+ holders. 18 pumps are to be networked, and 18 pumps are to receive the drug library wirelessly. Software: Centerium 1.5, Vigilant Master Med 1.0, Agilia Partner 2.2, Vigilant Insight 1.0. The order states 18 pumps. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Wireless transfer needs Centerium 2.0 or above. Wireless drug library transfer needs Centerium 2.0 or above, and the order has Centerium 1.5.
    • 
      
  • Agilia Partner below 2.3. Agilia Partner 2.2 is below version 2.3, the lowest listed as compatible with Agilia Connect.
    • 
    

    
3. Wireless library and software: The agent resubmits after fixing the errors

    
The agent's request. Please quote a fleet of 9 x Agilia SP MC Wi-Fi, 9 x Agilia VP MC Wi-Fi, with 1 x Agilia Link+ 4, 2 x Agilia Link+ 8. Planned placement: 18 on Link or Link+ holders. 18 pumps are to be networked, and 18 pumps are to receive the drug library wirelessly. Software: Centerium 2.0, Vigilant Master Med 1.0, Agilia Partner 2.3, Vigilant Insight 1.0. The order states 18 pumps. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 18 pumps ordered, 18 of them Wi-Fi models, with Link and Link+ holders for 20 pumps.
    • 
    

    
4. Holders and stands: A 30-pump order with network pumps on plain Link holders and six pumps on one stand

    
The agent's request. Please quote a fleet of 15 x Agilia SP MC, 15 x Agilia VP MC, with 2 x Agilia Link 8, 1 x Agilia Link+ 8, 1 x infusion stand. Planned placement: 24 on Link or Link+ holders, 6 on infusion stands. 24 pumps are to be networked. Software: Centerium 1.0, Vigilant Master Med 1.0, Agilia Partner 2.3, Vigilant Insight 1.0. The order states 30 pumps. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Network pumps need Link+ holders. 24 pumps need the communication interfaces that Link+ holders provide, and the Link+ holders on the order hold 8 pumps.
    • 
      
  • Too many pumps for the infusion stands. 6 pumps are planned for infusion stands, which hold at most 3 pumps each, and the stands on the order hold 3 pumps.
    • 
    

    
5. Holders and stands: The agent resubmits after fixing the errors

    
The agent's request. Please quote a fleet of 15 x Agilia SP MC, 15 x Agilia VP MC, with 3 x Agilia Link+ 8, 2 x infusion stand. Planned placement: 24 on Link or Link+ holders, 6 on infusion stands. 24 pumps are to be networked. Software: Centerium 1.0, Vigilant Master Med 1.0, Agilia Partner 2.3, Vigilant Insight 1.0. The order states 30 pumps. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 30 pumps ordered, 0 of them Wi-Fi models, with Link and Link+ holders for 24 pumps.
    • 
    

    
6. Trolley and safety stand: A trolley and safety-stand plan with an extra Link holder and a miscounted total

    
The agent's request. Please quote a fleet of 16 x Agilia VP MC Wi-Fi, with 2 x Agilia Link+ 8, 1 x trolley. Planned placement: 16 on Link or Link+ holders; 1 Link holders on safety stands and 2 on trolleys. 16 pumps are to be networked, and 16 pumps are to receive the drug library wirelessly. Software: Centerium 2.0, Vigilant Master Med 1.0, Agilia Partner 2.3, Vigilant Insight 1.0. The order states 18 pumps. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Link holders on safety stands exceed the stands. 1 Link holder is planned for safety infusion stands, which fix one Link holder each, and the order has 0 safety stands.
    • 
      
  • More Link holders mounted than ordered. 3 Link holders are planned for stands and trolleys, but the order has 2 Link and Link+ holders.
    • 
      
  • Stated pump count does not match. The order states 18 pumps, and the pump quantities add up to 16.
    • 
    

    
7. Trolley and safety stand: The agent resubmits after fixing the errors

    
The agent's request. Please quote a fleet of 16 x Agilia VP MC Wi-Fi, with 2 x Agilia Link+ 8, 1 x trolley. Planned placement: 16 on Link or Link+ holders; 0 Link holders on safety stands and 2 on trolleys. 16 pumps are to be networked, and 16 pumps are to receive the drug library wirelessly. Software: Centerium 2.0, Vigilant Master Med 1.0, Agilia Partner 2.3, Vigilant Insight 1.0. The order states 16 pumps. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Order summary. 16 pumps ordered, 16 of them Wi-Fi models, with Link and Link+ holders for 16 pumps.
    • 
    

  

  

    
Narration transcript
Click to expand
    
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 for a fleet of Agilia infusion pumps with their Link holders, stands, trolleys and drug library software. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of the capacity and software-version rules 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 a fleet of 9 x Agilia SP MC Wi-Fi, 9 x Agilia VP MC, with 1 x Agilia Link+ 4, 2 x Agilia Link+ 8. Planned placement: 18 on Link or Link+ holders. 18 pumps are to be networked, and 18 pumps are to receive the drug library wirelessly. 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. 18 pumps are to receive the drug library wirelessly, but only 9 pumps on the order are Wi-Fi models. Wireless drug library transfer needs Centerium 2.0 or above, and the order has Centerium 1.5. Agilia Partner 2.2 is below version 2.3, the lowest listed as compatible with Agilia Connect.
    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 wireless library transfer that needs Wi-Fi pumps and Centerium 2.0 or above, a rules-based CPQ can do this only with workarounds.
    8. 
      
  8. Now the agent resubmits.
    9. 
      
  9. The corrected request. It sets the Agilia VP MC Wi-Fi pumps to 9. It removes the Agilia VP MC pumps.
    10. 
      
  10. It calls the validator again.
    11. 
      
  11. Still blocked, with two findings, all in one answer. Wireless drug library transfer needs Centerium 2.0 or above, and the order has Centerium 1.5. Agilia Partner 2.2 is below version 2.3, the lowest listed as compatible with Agilia Connect.
    12. 
      
  12. One finding cleared; still blocked on wireless transfer needs Centerium 2.0 or above and Agilia Partner below 2.3.
    13. 
      
  13. The agent resubmits once more.
    14. 
      
  14. The revised request. It changes the centerium version to 2.0 and the Agilia Partner version to 2.3.
    15. 
      
  15. It calls the validator once more.
    16. 
      
  16. This time the validator clears it.
    17. 
      
  17. Both earlier findings are cleared.
    18. 
      
  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.
    19.