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Virtual Assistant
Solution Overview
Virtual Assistant®
2
What is a Virtual Assistant?
A Virtual Assistant is designed to aid clinician’s manage the wellness
of patients.
The Virtual Assistant is a natural language ‘chat bot’ recognising and processing structure voice input.
The aim is to eliminate routine tasks to save time and increase efficiency.
The Virtual Assistant takes on manual repetitive tasks. Through structured conversations with patients it collects data clinical teams require
for signing off on discharges or providing updates around medication compliance. Uses include checking the health of patients who’s routine
care is ongoing without the need for clinical or administrative time or collecting PROM scores for all surgical patients; whilst at the same time
highlighting through the clinical dashboard patients who require support.
It extends care into homes by complementing existing tele-health initiatives, offering healthcare contact that otherwise wouldn’t be available to
patients with the data collected through the normal telephone network.
Where has it worked before?
This system has been implemented and utilised in South East Asia specifically in China.
For the past 2 years, across all of parts of China, the virtual assistant has led to :
- Over 12,000 calls per week in one hospital alone
- 98% of all calls have resulted in Patients completing the Virtual Assistant questionnaires
The UK case studies are to include
• Capturing wellness post operation to spot early infections which could lead to SEPSIS and prevent readmissions
• Preventing mortality from secondary Heart failure
• Reminding people with long term conditions about the need for good medication compliance.
3Deloitte Confidential – For Internal Use Only
Data Exchange –
from ePR to VA
Soft Switch &
Symatic Language
Dialogue flow
Virtual
Agent
Agent
Assist
Knowledge Base
(Prodigy)
Result Stored in
Virtual Assistant
Nurse
Desktop
PSTN Network
Virtual Assistant
(VA)
4. Nurse listens
to transcript,
arranges
followup care
for patient.
acknowledges
response in VA
Normal
Responses
Intervention
Identified
Hospital ePR
System
Patient
Discharge
Information
Data Exchange –
from VA to GP
6. Txt file of patient
transcript sent to GP
system
HL7 Data
Input
1. Patient agrees to a
call when
discharged home
from Hospital
Explict consent given by
Patient for enrolment in
Virtual Assistant.
2. Patient
recieves phone
call at home
from Virtual
Assistant
5. Struggling Patients recieve
followup phone call at home
from Nurse
Solution overview
The Virtual Assistant uses NVIDA hardware for voice recognition
allowing the solution to be hosted within the customers own secure
network.
Deloitte
developed
interface
Deloitte
developed
interface
3. Patient
authentication &
question/answers
processed
SIP relay
4
Why use this solution?
The Virtual Assistant is driven by the US NVIDIA DRIVE platform to create an natural voice recognition system with more than a million
words in natural language embedded. This library is swelled by Prodigy, a clinical advice and guidance NICE database unique to this
product. The NVIDIA GPU processors are available through a white label license and are very fast and scalable allowing the Virtual
Assistant to be available and made secure on the edge of the organisations secure network.
The white-label licensed service allows organisations to personalise the voice assistants using their own voice, enabling clinicians to build
their voice assistant brand and tap into other use case opportunities that can emerge.
As the data is retained by the organisation a clinical dashboard is available for any patient interaction providing clinicians with the ability to
listen and review patients conversations in the Virtual Assistant at the same time extracting the text of the conversations for integration into
local patient record system providing a further layer checks and validation.
Amazon, by contrast, licenses Alexa and customers must call it “Alexa” in queries and owns the customer data which cannot be extracted.
Apple doesn’t license its Siri voice assistant and Google doesn’t allow people to customise its Google Assistant name or own the data
created by their customers. These platforms use synthetic voices whereas NVIDIA natural language processing allows creation of the GPs
natural voice.
NVIDIA Collective AI alliance includes Yelp, AccuWeather.com, Sportstrader, Xignite, FlightStats, Onkyo, Sharp, Uber and Samsung
ARTIK.
This is a mature product built on US technology that is now calling
over 12000 patients per week in one Chinese hospital with a 98%
call completion rate.
5
The technology and associated processes with Natural Language APIs will enable a more
personalized, intuitive, and effective patient care experience.
Average Patient Interaction Time
Readmission and Infection Rates
Self Service
STAFFING COST REDUCTIONPATIENT CARE IMPROVEMENT
Hospital Resource shortage
Patient Care Quality
Post-hospital follow-up care
Case Study:
Post hospital follow-up calls are current run by GPs who have resource contraints. Because of this a
large number of patients do not recieve followup care post discharge, resulting being readmitted to
hospital
Increase the calls, for all discharged patients, use the bots to intentify where support is needed
Opportunity:
Virtual Assistant
PREVENTING HOSPITAL READMISSIONS CAN
IMPROVE
- HEALTH SYSTEM BED CAPACITY
- PATIENT RECOVERY TIMES
- ON SET OF DEMENTIA IN FRAIL AND
ELDERLY DUE TO PROLONGED
HOSPITALISATION
- EARLY IDENTIFICATION OF SEPSIS AND
OTHER LIFE THREATENING POST OP
INFECTIONS.
6
Types of questions can be organised to match the patient or
condition
http://112.17.124.29:6038/#/login
Each call can be scheduled to fit around the
pathway and questions added or removed for
each patient
7
Follow up screen after a call with the Patient
The initial question
can be replayed here
A Patients response can be
heard and reviewed here
along with txt of the reply
8
Abnormal responses are flagged
Follow-on questions
can be agreed and
can depend on the
previous response
Abnormal responses
flagged and listed on
a worklist
9
Explore process, risks and issues
Some considerations …
Patient data
confidentiality
restrictions
Pressure on budgets, unable fund set up
Disparate data
sets to
integrate
Majority of patient demographic not familiar
with chat bots
What is the discharge
process
Technology infrastructure varies between
NHS Organisations
The Challenges
10
This publication has been written in general terms and we recommend that you obtain professional advice before acting
or refraining from action on any of the contents of this publication. Deloitte LLP accepts no liability for any loss
occasioned to any person acting or refraining from action as a result of any material in this publication.
Deloitte LLP is a limited liability partnership registered in England and Wales with registered number OC303675 and its
registered office at 1 New Street Square, London, EC4A 3HQ, United Kingdom.
Deloitte LLP is the United Kingdom affiliate of Deloitte NWE LLP, a member firm of Deloitte Touche Tohmatsu Limited, a
UK private company limited by guarantee (“DTTL”). DTTL and each of its member firms are legally separate and
independent entities. DTTL and Deloitte NWE LLP do not provide services to clients. Please see www.deloitte.com/about
to learn more about our global network of member firms.
© 2019 Deloitte LLP. All rights reserved.

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Deloitte - ECO 19: Care closer to home

  • 2. 2 What is a Virtual Assistant? A Virtual Assistant is designed to aid clinician’s manage the wellness of patients. The Virtual Assistant is a natural language ‘chat bot’ recognising and processing structure voice input. The aim is to eliminate routine tasks to save time and increase efficiency. The Virtual Assistant takes on manual repetitive tasks. Through structured conversations with patients it collects data clinical teams require for signing off on discharges or providing updates around medication compliance. Uses include checking the health of patients who’s routine care is ongoing without the need for clinical or administrative time or collecting PROM scores for all surgical patients; whilst at the same time highlighting through the clinical dashboard patients who require support. It extends care into homes by complementing existing tele-health initiatives, offering healthcare contact that otherwise wouldn’t be available to patients with the data collected through the normal telephone network. Where has it worked before? This system has been implemented and utilised in South East Asia specifically in China. For the past 2 years, across all of parts of China, the virtual assistant has led to : - Over 12,000 calls per week in one hospital alone - 98% of all calls have resulted in Patients completing the Virtual Assistant questionnaires The UK case studies are to include • Capturing wellness post operation to spot early infections which could lead to SEPSIS and prevent readmissions • Preventing mortality from secondary Heart failure • Reminding people with long term conditions about the need for good medication compliance.
  • 3. 3Deloitte Confidential – For Internal Use Only Data Exchange – from ePR to VA Soft Switch & Symatic Language Dialogue flow Virtual Agent Agent Assist Knowledge Base (Prodigy) Result Stored in Virtual Assistant Nurse Desktop PSTN Network Virtual Assistant (VA) 4. Nurse listens to transcript, arranges followup care for patient. acknowledges response in VA Normal Responses Intervention Identified Hospital ePR System Patient Discharge Information Data Exchange – from VA to GP 6. Txt file of patient transcript sent to GP system HL7 Data Input 1. Patient agrees to a call when discharged home from Hospital Explict consent given by Patient for enrolment in Virtual Assistant. 2. Patient recieves phone call at home from Virtual Assistant 5. Struggling Patients recieve followup phone call at home from Nurse Solution overview The Virtual Assistant uses NVIDA hardware for voice recognition allowing the solution to be hosted within the customers own secure network. Deloitte developed interface Deloitte developed interface 3. Patient authentication & question/answers processed SIP relay
  • 4. 4 Why use this solution? The Virtual Assistant is driven by the US NVIDIA DRIVE platform to create an natural voice recognition system with more than a million words in natural language embedded. This library is swelled by Prodigy, a clinical advice and guidance NICE database unique to this product. The NVIDIA GPU processors are available through a white label license and are very fast and scalable allowing the Virtual Assistant to be available and made secure on the edge of the organisations secure network. The white-label licensed service allows organisations to personalise the voice assistants using their own voice, enabling clinicians to build their voice assistant brand and tap into other use case opportunities that can emerge. As the data is retained by the organisation a clinical dashboard is available for any patient interaction providing clinicians with the ability to listen and review patients conversations in the Virtual Assistant at the same time extracting the text of the conversations for integration into local patient record system providing a further layer checks and validation. Amazon, by contrast, licenses Alexa and customers must call it “Alexa” in queries and owns the customer data which cannot be extracted. Apple doesn’t license its Siri voice assistant and Google doesn’t allow people to customise its Google Assistant name or own the data created by their customers. These platforms use synthetic voices whereas NVIDIA natural language processing allows creation of the GPs natural voice. NVIDIA Collective AI alliance includes Yelp, AccuWeather.com, Sportstrader, Xignite, FlightStats, Onkyo, Sharp, Uber and Samsung ARTIK. This is a mature product built on US technology that is now calling over 12000 patients per week in one Chinese hospital with a 98% call completion rate.
  • 5. 5 The technology and associated processes with Natural Language APIs will enable a more personalized, intuitive, and effective patient care experience. Average Patient Interaction Time Readmission and Infection Rates Self Service STAFFING COST REDUCTIONPATIENT CARE IMPROVEMENT Hospital Resource shortage Patient Care Quality Post-hospital follow-up care Case Study: Post hospital follow-up calls are current run by GPs who have resource contraints. Because of this a large number of patients do not recieve followup care post discharge, resulting being readmitted to hospital Increase the calls, for all discharged patients, use the bots to intentify where support is needed Opportunity: Virtual Assistant PREVENTING HOSPITAL READMISSIONS CAN IMPROVE - HEALTH SYSTEM BED CAPACITY - PATIENT RECOVERY TIMES - ON SET OF DEMENTIA IN FRAIL AND ELDERLY DUE TO PROLONGED HOSPITALISATION - EARLY IDENTIFICATION OF SEPSIS AND OTHER LIFE THREATENING POST OP INFECTIONS.
  • 6. 6 Types of questions can be organised to match the patient or condition http://112.17.124.29:6038/#/login Each call can be scheduled to fit around the pathway and questions added or removed for each patient
  • 7. 7 Follow up screen after a call with the Patient The initial question can be replayed here A Patients response can be heard and reviewed here along with txt of the reply
  • 8. 8 Abnormal responses are flagged Follow-on questions can be agreed and can depend on the previous response Abnormal responses flagged and listed on a worklist
  • 9. 9 Explore process, risks and issues Some considerations … Patient data confidentiality restrictions Pressure on budgets, unable fund set up Disparate data sets to integrate Majority of patient demographic not familiar with chat bots What is the discharge process Technology infrastructure varies between NHS Organisations The Challenges
  • 10. 10 This publication has been written in general terms and we recommend that you obtain professional advice before acting or refraining from action on any of the contents of this publication. Deloitte LLP accepts no liability for any loss occasioned to any person acting or refraining from action as a result of any material in this publication. Deloitte LLP is a limited liability partnership registered in England and Wales with registered number OC303675 and its registered office at 1 New Street Square, London, EC4A 3HQ, United Kingdom. Deloitte LLP is the United Kingdom affiliate of Deloitte NWE LLP, a member firm of Deloitte Touche Tohmatsu Limited, a UK private company limited by guarantee (“DTTL”). DTTL and each of its member firms are legally separate and independent entities. DTTL and Deloitte NWE LLP do not provide services to clients. Please see www.deloitte.com/about to learn more about our global network of member firms. © 2019 Deloitte LLP. All rights reserved.