2. ArrowLink Featured Insights
Decide & Predict
The predictions module will perform the main application
functionality: Add & Predict New Decisions.
Simplified for the end user, the module will hide all artificial
intelligence complexity and organization’s risk policy rules in
order to provide immediate and accurate results.
The decision attributes encapsulate the risk policy rules and
incorporate the human decision criteria. Predictions are
processed by dedicated AI instances calculated on previous
training records. The organization’s “corporate memory”.
Manage & Document
Decide & Predict Risk Analytics & Stats
3. ArrowLink Featured Insights
Manage & Document
The data management module will perform the tasks:
Manage, Update & Document Existing Decisions.
Access to application data is managed through user roles in an
hierarchical structure with specific tasks for each role. The
basic daily tasks are performed by Users with Supervisors and
Administrators intervening exceptionally on restricted
operations.
Decision records are divided mainly in new records (scoring) and
older records (training) records used for new predictions. The
data interface guarantees another important application
functionality: Decision Documentation.
Manage & Document
Decide & Predict Risk Analytics & Stats
4. ArrowLink Featured Insights
Risk Analytics & Stats
The analytics module will perform global:
Statistics & Analysis Tasks On Application Data.
An interactive interface will allow advanced calculations and
plot results in table or chart formats pointing to the
organization’s Risk Exposure, System Prediction Efficiency
and Statistical Reports on Decision Attributes.
The decision attributes encapsulate the risk policy rules and
incorporate the human decision criteria. Predictions are
processed by dedicated AI instances calculated on previous
training records. The organization’s “corporate memory”.
Manage & Document
Decide & Predict Risk Analytics & Stats
5. ArrowLink Featured Insights
Frequently Asked Questions
Risk-Based Decision Support For The Enterprise
DTLink Inc
2019-2020
“Data is beautiful, but it’s decisions
that are important. It’s decisions
that affect the world around us.”
6. ArrowLink Featured Insights
Will ArrowMiner substitute my own decisions?
Never. ArrowMiner will provide a prediction for every new case and let you
apply your own decision. ArrowMiner will 'learn' from decisions taken to
enhance the accuracy of new predictions.
7. ArrowLink Featured Insights
How do I know that I can trust ArrowMiner?
Your ArrowMiner application is based on risk rating and decision level metrics
that are configured by you specifically for your organization. ArrowMiner
operators and prediction models are algorithms that have been developed
based on IBM Watson AI functions and extensively used in multiple areas like:
scientific research, tribunals, financial institutions, law firms etc..
8. ArrowLink Featured Insights
What are the ‘Training’ and ‘Scoring’ data?
ArrowMiner is a Machine Learning system that will require ‘Training’ data used
to predict the decision level for the ‘Scoring’ data. Training data concerns
decisions taken on previous cases, with the attribute values of the cases.
Scoring data concerns new cases with the attribute values but not decision
data.
9. ArrowLink Featured Insights
Is ArrowMiner a cloud-based solution?
Yes. ArrowMiner is a SaaS*-based application with a subscription-based pricing
model. The pricing will depend primarily on the number of 'training' records
that will define the calculation instance and the data hosting requirements. All
users upon registration will have their first free application installed and
configured. The free application is completely functional and is limited only by
the number of ‘training’ records and the total number of records processed by
the system.
* software as a service
10. ArrowLink Featured Insights
How much data do I need for accurate predictions?
This will depend on your application and the prediction model. The number of
minimum training* records required will depend on the prediction performance
statistics. The system will provide online the number of exact matches, the
number of deviated cases and the average deviation as shown below.
* training records describe all previous decisions taken.
11. ArrowLink Featured Insights
How does ArrowLink ensure data security and privacy?
ArrowMiner is secured using state of the art cloud infrastructure of IBM Cloud.
All instances benefit from the network architecture and data center
redundancies built in. As our customer, you will have complete ownership and
control of your data at all times. ArrowLink is also responsible for implementing
strong logical and physical measures for ensuring data privacy and security.
12. ArrowLink Featured Insights
How can we check the efficiency of the system?
You can instantly check the Exact Matches % and the Average Deviation
indicators for all your decisions and predictions. The Exact Matches % will show
the number of exact matches (Decision=Prediction) and the Average Deviation
will show the deviation between Decision and Prediction for the non-matching
cases. Best values are close to 100% for Exact Matches and close to 0 for
Average Deviation.
13. ArrowLink Featured Insights
Does ArrowMiner have integration capabilities?
Yes. ArrowMiner is fully API driven and can integrate with other API based
systems including CRMs or in-house applications. Integrators will be able to
send data to the calculation server and get instantly back predictions.
Subscription plans are identical for using hosting their data or using the API
interface.