Physical aerial survey post natural catastrophes

Self driving cars

Auto payments & collections

Task estimation & automation

Voice recognition

Upsell / cross sell

Advice

Digital twin

Data theft

Storage of biometric data

Data theft

Storage & security of personal data

Authentication through biometrics validation

Snooping keystroke latency mimicking user behaviour

Storage of biometric data

Robot based attacks to mimic user behaviour

Detection of online potential fraudulent behaviour

Storage & security of personal data

Data theft

Inflated data readings

Claims prevention through real time alerts

Sensor misbehaviour

Claims prevention through real time alerts

Access to personal home data

Take over of home & entry access

Access to trusted repair network providers

Storage & security of personal data

Intrusive data capture

Video footage for theft & burglary enabling claims approval

Access to personal home data

Storage & security of personal data

Access to personal home data

Remote access to vehicle

Take over of critical safety features

Storage & security of personal data

Driver behaviour analytics

Auto claims alerts to insurer

Usage based insurance

Vehicle usage patterns

Automatic gathering of personal info

Live location tracking

Storage & security of personal data

PI data theft

Enhanced personalised underwriting of premiums

Defining of new customer segments

Access to personal data

Intentional incorrect data provision

Remote sensor corruption

Storage & security of personal data

Real time health monitoring & alerts to hospitals, care providers & insurers

Real time feedback to workforce

Bias / influenced sampling

Random sampling

Inflated negative feedback (volumes & scores)

Non person dependent

Theft of company proprietary data

Non person dependent

Data theft

Storage & security of company data

Process articulation & analysis

Snooping keystroke latency mimicking user behaviour

Invasion of employee privacy

Robot based attacks to mimic user behaviour

Storage & security of company data

Process variance analysis

Fraudulent invoicing by supply chain management providers

New sources of fraud not fed into the models impacting efficacy

Prediction & identification of potential fraud

Incorrect decisions introduced

Enhanced liability management

Incorrect predictions introduced

Inflated reserves introduced impacting forecasting, top line and P&L

Enhanced management of claims losses

Inflated losses introduced impacting company P&L

Biases introduced

Discriminatory litigation

Biases introduced

Embedding of malware

Auto identification of accident images

Real time estimation of repair costs

Embedding of malware

Auto liabiility decisioning through video analysis

Estimation of repair costs

Discriminatory models

Data & ID theft

Storage & security of company / personal data

Multi parameter approach

Adoption of macro influencers on models

Structured rules based underwriting models

Personalisation of policy creation

Real time pay-as-you-go models

Introduction of malware in image content

Storage & security of personal data

Non person dependent

Introduction of garbage data

Storage & security of personal data

Adoption of steganography

Non person dependent

Incorrect redaction of text exposing sensitive information

Unauthorised & secure content embedded & distributed

Adoption of steganography

Auto generation of documents

Inclusion of corrupt data leading to distortion of end result

Patient data storage & security

Increased access to healthcare

Hospital risk & claim prevention

Real time alerts for patient trouble

Fraudulent diagnosis

Patient data storage & security

Straight through processing (cashless treatment

Personalised health care plans

Fraudulent billing & invoicing

Patient data storage & security

Integrated systems = no paperwork

Lack of explicit labelling of algorithms

Black boxing of algorithms

Introduction of algorithmic bias

Inclusion of corrupt data leading to distortion of end result

Patient data storage & security

Recognition of complex patterns in imaging data

Accurate & reproducible assessments