Predictika · Patient monitoring quotes

An AI sales agent's Nihon Kohden Life Scope quote, checked before it goes out

An AI sales agent prepares a Nihon Kohden patient monitoring quote for an intensive care, neonatal, surgical or ward unit: Life Scope G9, TR and G7 core bedside monitors, Life Scope PT BSM-1733, 1753, 1763 and 1773 input and transport units, data acquisition units, CO2, IBP, cardiac output, BIS and NMT modules, the CNS-6201 central monitor, wireless licenses, batteries, installation and service. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of input-unit connectors, SpO2 sensor brands, core and central capacity, wireless, battery runtime, lead time and discount, and returns a verdict, every reason, a line-item quote and the figures it computed.

Scope: Nihon Kohden Life Scope patient monitoring quotes: Life Scope G9, TR and G7 core monitors, Life Scope PT BSM-1700 input and transport units, parameter modules, CNS-6201 central monitor, batteries, installation and service, for any ICU, neonatal, OR or ward deployment. See everything this validator covers

This validator models Nihon Kohden bedside monitoring quotes built from product names and facts in public FDA 510(k) summaries and trade pages, not just the scenarios shown below.

  • Core and input units — Life Scope G9 (CSM-1901), TR (BSM-6000 series) and G7 (CSM-1701) core bedside monitors; Life Scope PT BSM-1733 (Masimo SpO2), BSM-1753 (Nellcor), BSM-1763 and BSM-1773 (Nihon Kohden) input units, which work with a core monitor or alone as transport monitors; each with three multi-connector sockets.
  • Modules and accessories — CO2, invasive pressure, cardiac output and BIS modules in the multi-connector sockets; the JA-694PA data acquisition unit; the AF-201P smart cable NMT module for train-of-four monitoring, which needs a core monitor; spare batteries (a charge lasts about five hours) and neonatal sensor sets.
  • Central monitoring and network — the CNS-6201 central monitor and its bed licenses, wireless LAN licenses, and whether a unit of eight beds or more has a central monitor.
  • What the validator checks — that every bed has a core monitor, that the SpO2 sensor brand matches the input unit, that modules fit the sockets, that each product suits the care unit, that central and wireless licenses cover the monitors, that transport time is covered by batteries, that the order can be delivered in time, and that the stated total matches the computed one.
  • Approvals — a discount above 10 percent of list (and up to 18 percent), a total above $1.5 million, a five-year service term and wireless monitors with a central monitor go to a person; a discount above 18 percent is blocked.

Any Nihon Kohden Life Scope quote that touches these products, limits and services is in scope — not only the scenarios pictured here. Not covered: other Nihon Kohden lines (defibrillators, ventilators, EEG), taxes, freight and regional price lists. The product names and the BSM-1700 facts above are public; the other limits and every price on this page are typical or invented for illustration.

The AI sales agentBuilds the Nihon Kohden monitoring quote from the conversation with the hospital 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
SpO2 sensor brand against the input unitOnly with care
The BSM-1733, 1753 and 1763 each carry a different SpO2 technology, so the sensors on the order must match. A CPQ can pair them, but the sensor consumables are often a separate line or contract.		Input unit and sensor brand are inputs, and every pairing is compared on each call.
Modules against the multi-connector socketsOnly with workarounds
Each input unit has three sockets, and the modules sit on separate lines. A rule has to add four kinds of module and compare them with three times the input units.		Module counts and input units are inputs, and the fit is computed and compared.
Which products suit which care unitOnly with care
BIS, cardiac output and neonatal sensors belong to some units and not others. A rule per product is possible, but the care unit has to be a field on the quote and someone has to keep the list current.		The care unit is an input, and each product is compared with it.
Train-of-four and data acquisition units need a core monitorOnly with workarounds
A transport-only order can still carry an NMT module or a data acquisition unit, because nothing on the quote says what they plug into.		Core monitors, input units, NMT modules and acquisition units are checked against each other.
Central monitor and wireless licenses against the bedsOnly with workarounds
The central monitor is licensed per bed and wireless per device. Both are separate lines from the monitors they cover, so a short license is found at installation.		Beds, monitors and licenses are inputs, and each is compared with the others.
Transport time against battery runtimeOnly with workarounds
A charge lasts about five hours. The hours of transport the hospital plans are not a product attribute, so spare batteries are decided by hand.		Planned transport hours and spare batteries are compared on every call.
A stated total that has to agree with the quoteOnly with workarounds
With dozens of monitors, modules and licenses, a missing central monitor or module in the typed total can pass unnoticed.		The total is computed from the choices and compared with the total the quote states.
Every problem returned in one answerOnly with workarounds
Rules tend to fire as the quote is saved or a step is completed, so a person 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 quote has 5 years of service, a long price commitment, so a person should confirm.
2The quote has 2 years of service; service is quoted for 1, 3 or 5 years.
3The quote has 24 core bedside monitors and does not say whether they are Life Scope G9, TR or G7.
4The unit has 24 monitored beds and the quote has 23 core bedside monitors; every bed needs one.
5The quote has 13 input units for 6 core monitors; a core monitor takes at most two input units.
6The quote has 16 Life Scope PT input or transport units and does not say which BSM-1,700 model.
7The SpO2 sensors on the quote are of a different make from the SpO2 technology built into the chosen input unit; the BSM-1,733 is Masimo, the BSM-1,753 is Nellcor, and the BSM-1,763 and BSM-1,773 are Nihon Kohden.
8The quote has 49 parameter modules to plug in, and 16 input units provide 48 multi-connector sockets.
9The quote has neuromuscular transmission modules and no core monitor; train-of-four monitoring works only with a core monitor, not on a standalone transport unit.
10The quote is for an intensive care unit of 24 beds with no CNS-6,201 central monitor; units of 8 beds or more are quoted with one.
11The quote has 13 data acquisition units and 12 input units; each unit connects one input unit to its core monitor.
12The quote has data acquisition units and no core monitor for them to connect to.
13The quote has BIS modules for a ward or neonatal unit; BIS monitoring is quoted for operating rooms and intensive care units.
14The quote has cardiac output modules for a general ward; cardiac output monitoring is quoted for intensive care and operating rooms.
15The quote is for a neonatal unit and includes no neonatal sensor sets.
16The central monitor is licensed for 23 beds and the unit has 24.
17The quote licenses 129 beds on one CNS-6,201 central monitor; one is quoted for at most 128.
18The total is $2,360,570, above $1.5 million, so a person should confirm.
19The quote has 41 wireless LAN licenses for 24 core monitors and 16 input or transport units.
20The quote puts 40 monitors on the hospital wireless network with a central monitor, so hospital IT should review the network and security.
21Transport runs for 6 hours, and one battery lasts about 5 hours; the quote has 3 spare batteries for 4 transport units.
22The customer needs the monitors in 9 weeks, and the lead time for this order is 10 weeks.
23The quote takes a discount of $48,547 against $485,460 of list price, above the 10 percent that needs a sales director.
24The quote takes a discount of $87,383 against $485,460 of list price, above the 18 percent an agent may offer.

  

  

    
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. 60-bed critical care tower: A quote for a 60-bed critical care tower: Life Scope G9 monitors, BSM-1733 input units, BIS and cardiac output modules, wireless and transport

    
The agent's request. Please quote Nihon Kohden patient monitoring for an intensive care unit of 60 beds. It includes 60 Life Scope G9 (CSM-1901) core bedside monitors, 38 Life Scope PT BSM-1733 units with Nellcor SpO2 sensors, 8 of them for transport, 14 JA-694PA data acquisition units, 26 CO2 modules, 40 invasive pressure modules, 15 cardiac output modules, 6 BIS modules and 6 AF-201P NMT modules, 40 wireless LAN licenses and 2 spare battery packs. Transport runs up to 7 hours. Service is for 3 years. The customer needs it in 8 weeks. The discount is $60,000. The quote states $1,167,300. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • SpO2 sensor brand does not fit the input unit. The SpO2 sensors on the quote are of a different make from the SpO2 technology built into the chosen input unit; the BSM-1,733 is Masimo, the BSM-1,753 is Nellcor, and the BSM-1,763 and BSM-1,773 are Nihon Kohden.
    • 
      
  • Large ICU without a central monitor. The quote is for an intensive care unit of 60 beds with no CNS-6,201 central monitor; units of 8 beds or more are quoted with one.
    • 
      
  • Transport time beyond one battery charge. Transport runs for 7 hours, and one battery lasts about 5 hours; the quote has 2 spare batteries for 8 transport units.
    • 
      
  • Stated total does not match. The quote states a total of $1,167,300; the prices give $1,130,100.
    • 
    

    
2. 60-bed critical care tower: The agent resubmits after fixing the errors

    
The agent's request. Please quote Nihon Kohden patient monitoring for an intensive care unit of 60 beds. It includes 60 Life Scope G9 (CSM-1901) core bedside monitors, 38 Life Scope PT BSM-1733 units with Masimo SpO2 sensors, 8 of them for transport, 14 JA-694PA data acquisition units, 26 CO2 modules, 40 invasive pressure modules, 15 cardiac output modules, 6 BIS modules and 6 AF-201P NMT modules, a CNS-6201 central monitor licensed for 60 beds, 40 wireless LAN licenses and 8 spare battery packs. Transport runs up to 7 hours. Service is for 3 years. The customer needs it in 12 weeks. The discount is $60,000. The quote states $1,168,740. It is ready to send.

    
Verdict: Needs approval.

    
    
      
  • Wireless with a central monitor. The quote puts 40 monitors on the hospital wireless network with a central monitor, so hospital IT should review the network and security.
    • 
      
  • Quote summary. List price of $1,228,740, discount of $60,000 and a total of $1,168,740.
    • 
    

    
3. 60-bed critical care tower: The agent resubmits after fixing the errors

    
The agent's request. Please quote Nihon Kohden patient monitoring for an intensive care unit of 60 beds. It includes 60 Life Scope G9 (CSM-1901) core bedside monitors, 38 Life Scope PT BSM-1733 units with Masimo SpO2 sensors, 8 of them for transport, 14 JA-694PA data acquisition units, 26 CO2 modules, 40 invasive pressure modules, 15 cardiac output modules, 6 BIS modules and 6 AF-201P NMT modules, a CNS-6201 central monitor licensed for 60 beds and 8 spare battery packs. Transport runs up to 7 hours. Service is for 3 years. The customer needs it in 12 weeks. The discount is $60,000. The quote states $1,150,740. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Quote summary. List price of $1,210,740, discount of $60,000 and a total of $1,150,740.
    • 
    

    
4. Neonatal unit: A quote for a 24-bed neonatal unit: Life Scope TR monitors with BIS modules and a central monitor

    
The agent's request. Please quote Nihon Kohden patient monitoring for a neonatal intensive care unit of 24 beds. It includes 24 Life Scope TR (BSM-6000 series) core bedside monitors, 16 Life Scope PT BSM-1763 units with Nihon Kohden SpO2 sensors, 4 of them for transport, 6 JA-694PA data acquisition units, 10 CO2 modules, 10 invasive pressure modules and 4 BIS modules, a CNS-6201 central monitor licensed for 20 beds and 4 spare battery packs. Transport runs up to 4 hours. Service is for 3 years. The customer needs it in 16 weeks. The discount is $30,000. The quote states $334,840. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • BIS module outside OR and ICU. The quote has BIS modules for a ward or neonatal unit; BIS monitoring is quoted for operating rooms and intensive care units.
    • 
      
  • Neonatal unit without neonatal sensors. The quote is for a neonatal unit and includes no neonatal sensor sets.
    • 
      
  • Central monitor licensed for fewer beds. The central monitor is licensed for 20 beds and the unit has 24.
    • 
      
  • Stated total does not match. The quote states a total of $334,840; the prices give $338,840.
    • 
    

    
5. Neonatal unit: The agent resubmits after fixing the errors

    
The agent's request. Please quote Nihon Kohden patient monitoring for a neonatal intensive care unit of 24 beds. It includes 24 Life Scope TR (BSM-6000 series) core bedside monitors, 16 Life Scope PT BSM-1763 units with Nihon Kohden SpO2 sensors, 4 of them for transport, 6 JA-694PA data acquisition units, 10 CO2 modules and 10 invasive pressure modules, a CNS-6201 central monitor licensed for 24 beds, 4 spare battery packs and neonatal sensor sets for every bed. Transport runs up to 4 hours. Service is for 3 years. The customer needs it in 16 weeks. The discount is $30,000. The quote states $334,840. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Quote summary. List price of $364,840, discount of $30,000 and a total of $334,840.
    • 
    

    
6. Surgical suite: A quote for a 28-room surgical suite: Life Scope G7 monitors with BIS and NMT modules in every room

    
The agent's request. Please quote Nihon Kohden patient monitoring for a surgical suite of 28 beds. It includes 28 Life Scope G7 (CSM-1701) core bedside monitors, 20 Life Scope PT BSM-1773 units with Nihon Kohden SpO2 sensors, 6 of them for transport, 8 JA-694PA data acquisition units, 20 CO2 modules, 20 invasive pressure modules, 6 cardiac output modules, 28 BIS modules and 28 AF-201P NMT modules and 6 spare battery packs. Transport runs up to 3 hours. Service is for 3 years. The customer needs it in 10 weeks. The discount is $40,000. The quote states $566,120. It is ready to send.

    
Verdict: Blocked.

    
    
      
  • Not enough multi-connector sockets. The quote has 74 parameter modules to plug in, and 20 input units provide 60 multi-connector sockets.
    • 
      
  • Stated total does not match. The quote states a total of $566,120; the prices give $585,320.
    • 
    

    
7. Surgical suite: The agent resubmits after fixing the errors

    
The agent's request. Please quote Nihon Kohden patient monitoring for a surgical suite of 28 beds. It includes 28 Life Scope G7 (CSM-1701) core bedside monitors, 26 Life Scope PT BSM-1773 units with Nihon Kohden SpO2 sensors, 6 of them for transport, 8 JA-694PA data acquisition units, 20 CO2 modules, 20 invasive pressure modules, 6 cardiac output modules, 28 BIS modules and 28 AF-201P NMT modules and 6 spare battery packs. Transport runs up to 3 hours. Service is for 3 years. The customer needs it in 10 weeks. The discount is $40,000. The quote states $617,060. It is ready to send.

    
Verdict: Allowed.

    
    
      
  • Quote summary. List price of $657,060, discount of $40,000 and a total of $617,060.
    • 
    

  

  

    
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 a Nihon Kohden patient monitoring quote for an intensive care, neonatal, surgical or ward unit: Life Scope G9, TR and G7 core bedside monitors, Life Scope PT BSM-1733, and more. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model of input-unit connectors, SpO2 sensor brands, core and central capacity, wireless, battery runtime, lead time and discount, and returns a verdict, every reason, a line-item quote and the figures it computed.
    2. 
      
  2. I will start with the first request by the agent.
    3. 
      
  3. The agent says. Please quote Nihon Kohden patient monitoring for an intensive care unit of 60 beds. It includes 60 Life Scope G9 (CSM-1901) core bedside monitors, 38 Life Scope PT BSM-1733 units with Nellcor SpO2 sensors. The rest of the request is on screen. The quote states $1,167,300.
    4. 
      
  4. Before it goes out, the agent calls the validator.
    5. 
      
  5. Blocked, with four findings, all in one answer. The SpO2 sensors on the quote are of a different make from the SpO2 technology built into the chosen input unit; the BSM-1,733 is Masimo, the BSM-1,753 is Nellcor, and the BSM-1,763 and BSM-1,773 are Nihon Kohden. The quote is for an intensive care unit of 60 beds with no CNS-6,201 central monitor; units of 8 beds or more are quoted with one. Transport runs for 7 hours, and one battery lasts about 5 hours; the quote has 2 spare batteries for 8 transport units. The other one is on screen.
    6. 
      
  6. The validator returned four blocking findings in one answer, led by SpO2 sensor brand does not fit the input unit and large ICU without a central monitor, among others. A check that reads one product or one field at a time would pass most of this; it shows only when monitors, input units, sensors, modules, central licenses, wireless, batteries, lead time and the stated total are checked against each other.
    7. 
      
  7. What this shows: for spO2 sensor brand against the input unit, a rules-based CPQ is error-prone for this.
    8. 
      
  8. Now the agent resubmits.
    9. 
      
  9. The corrected request. It changes the SpO2 sensor brand to masimo, the central monitor to CNS-6201, the spare battery packs to 8, the needed within to 12 weeks and the stated total to $1,168,740. It sets the central monitor beds licensed to 60.
    10. 
      
  10. It calls the validator again.
    11. 
      
  11. Not blocked, but held for a person.
    12. 
      
  12. The validator also returns the line-item quote. It starts with Life Scope G9 (CSM-1901) bedside monitor and Life Scope PT BSM-1733 (Masimo SpO2); the other thirteen lines are on screen.
    13. 
      
  13. The four blocking findings are cleared; one approval remains for a person: Wireless with a central monitor.
    14. 
      
  14. The agent resubmits once more.
    15. 
      
  15. The revised request. It changes the Wireless LAN licenses to 0 and the stated total to $1,150,740.
    16. 
      
  16. It calls the validator once more.
    17. 
      
  17. This time the validator clears it.
    18. 
      
  18. The validator also returns the line-item quote. It starts with Life Scope G9 (CSM-1901) bedside monitor and Life Scope PT BSM-1733 (Masimo SpO2); the other twelve lines are on screen.
    19. 
      
  19. The earlier finding is cleared, and the validator's total, $1,150,740, matches the quote.
    20. 
      
  20. Four problems caught in one call, fixed in two passes, and a clean $1,150,740 quote. That is the value of Predictika's validator: catching mistakes before they reach the customer. Now you can try the other scenarios yourself.
    21.