Saturday, 5 November 2022
How can a CFO foster enterprise-wide change in finance transformation?
Tuesday, 1 March 2022
Collecting multiple community viewpoints after a crime
Seeing George Floyd have his breath forcibly taken from him in 2020 left me with a strong urge to act. But what could I do? Inside of IBM, the Black community and allies decided to use data and technology to turn the frustration of #BlackLivesMatter into something that can actually make a difference. I felt compelled to join in.
Through a design thinking workshop, I got enthused about the idea of using AI to gather and process the various viewpoints that occur after a crime in a community. The project took shape and became the Incident Accuracy Reporting System (IARS) which allows witnesses and victims to corroborate evidence after a crime. This allows a more complete picture of a crime to be gathered from the whole community, rather than the one that is usually just captured by a police report.
From that original design thinking workshop through development inside of IBM, I was pleased to see the application released as an open source project just over a year ago, opening it to a much bigger base for development and for potential for use. Working on this project has really opened my eyes up to the potential for AI to make a positive impact in our lives in ways that I could not have imagined.
Use of AI to simplify data capture
For a system like this to be successful, people need to be able to easily enter information after a crime occurs. That should be in whatever format makes the most sense. IARS is a mobile app, so thinking through the capabilities of a phone, we needed to allow facts to be captured after a crime via text, pictures, video and audio (voice). The use of AI in the form of the Watson Text to Speech service enables video and voice information to be standardized into a text document: the normal format for a police report, and a useful format for further AI analysis.
Use of AI to find difference of perspective
After an incident occurs, some accounts may converge while others may differ. For IARS, we use AI clustering algorithms to automate comparison of various reports. We arrange topics into clusters that show similarity in viewpoints. We want the AI system to help us find those instances where the perspective differs. We had started with the k-means clustering algorithm but are switching over to DBSCAN so we don’t have to specify the number of clusters we are looking for. These algorithms highlight which reports are outside of the cluster. The difference can suggest anything from a restricted viewpoint of an incident to intentional bias or a cover-up. The potential here is that the application can scale and quickly identify where there is a different perspective that needs to be further looked at.
Scaling the AI across any cloud
We have been using Watson Studio to manage our AI models. This makes it easier for us to switch out algorithms while keeping the core application intact and also gives us the opportunity to be able to scale the application in a cloud environment.
Like any open source project, IARS has evolved over time. Originally there were 12 people working on this, covering the frontend development, setup of the backend and the data science and AI needs. The members involved have changed, based on the degree to which they have availability to work on this project. One key learning for me is the power of diversity: we’ve had team members coming from distant places like the UK and Uruguay, which has really helped me see how approaches to social justice can really differ across the globe.
Source: ibm.com
Tuesday, 30 June 2020
3 ways to eliminate the pain of manual transactions with your smaller partners
The global pandemic has shown us that supplier collaboration and innovation have never been more critical – as is the need for trading partner networks to be more fluid. Companies are augmenting and switching suppliers at a faster pace in response to geographic boundaries imposed by the virus, workforce disruptions and dramatic demand mix changes. When agility and resiliency are key to survival during extended periods of volatility, you can’t continue to live with manual processes to onboard and transact with trading partners. The pain of error-prone manual data processing, and inefficient, paper-based communications – fax, email and physical documents –is too great and in some jurisdictions becoming obsolete.
To help you digitize and automate B2B transactions with every trading partner – including smaller partners that lack the technology and expertise to support EDI transactions – we offer the following solutions.
◉ IBM Sterling Supplier Transaction Manager, formerly IBM Sterling Web Forms Supplier Community
◉ IBM Sterling Customer Transaction Manager, formerly IBM Sterling Web Forms Customer Community
◉ IBM Sterling Catalog Manager, formerly IBM Sterling Web Forms Supplier Catalog and Customer Catalog
Your partners only need internet access to start connecting and collaborating efficiently and cost-effectively with you. Here are three ways these solutions help you and your smaller suppliers and customers work better together:
1. Automate the onboarding process. Automate registration and information gathering of suppliers and customers through the IBM Sterling Transaction Manager powerful web portal. There’s no need to manually contact partners, form partner agreements and collect information.
2. Digitize and automate transactions. Create, exchange and view documents without asking your partners to change their way of doing business. Sterling Supplier Transaction Manager allows you to submit documents, such as a Purchase Order (P.O.) in EDI format, via the web portal to your suppliers and converts into a format they can view and use. They can create and send back P.O. acknowledgements, advanced shipping notices (ASNs) and other documents, either uploading documents to the web portal or entering the data directly into an online form. The solution ensures compliance with EDI and business rules and handles the document conversion so that supplier documents can be brought into your systems for viewing and processing without manual intervention. Use Sterling Customer Transaction Manager to adopt the same processes in reverse with your smaller customers and gain similar efficiencies. Smaller retailers can generate a P.O. more easily in a format your systems can use, which streamlines your sales process.
3. Share product information easily. With Sterling Catalog Manager, smaller suppliers can share their product catalogs and updates with you, uploading detailed product information such as models, configurations and prices through a web portal. The solution generates an EDI product catalog or other structured file for use by your enterprise’s ERP system. You can also make it easier for your smaller, non-EDI customers to order products from you by distributing curated product catalogs via the web portal, including business rules and the ordering process.
As we move to the “next normal,” the ability to adapt to change, including churn and shifts in trading partner networks, will be part of every business’ strategy. Our focus at IBM is on supporting you as you accelerate your path to resiliency and agility. To help, we are offering eligible organizations special discounts on 12-month contracts for Sterling Transaction Manager.
Schedule a consultant to explore if these solutions are a good fit for your organization and how to get started quickly.
Monday, 23 March 2020
IBM Connections 6 CR3 now available for download
In addition to IBM Connections CR3, the mobile app for IBM Connections has also been updated with a number of end user focused improvements – look for it on the app stores.
Here is a list of the most important enhancements in the CR3 release:
Focus on your work
◉ Quickly return to the Communities and Files you viewed recently.
◉ Instantly filter recent content in Communities and Files.
◉ Pick up where you left off – Files will return you to the last view where you were working.
◉ Simplified navigation and a full-screen option for Files make it easier for both new and experienced users to find the content they are looking for faster.
Increase User Adoption
◉ Deploy “Visual Update 1” with IBM Connections Customizer for a beautiful, modern user experience.
◉ Mobile Connections users have a consistent experience with the web user interface.
◉ Upload images and files with a consistent user experience throughout Connections.
◉ New filters for Metrics provide additional insights into usage activity and community health, and Metrics now allows for the import of additional historic data.
◉ Use the new Highlights app (preview) to engage users with easier to design, fit-to-purpose Communities.
Easier to install and customize IBM Connections
◉ New quick filters and the universal search capability can now be powered by Elasticsearch instead of SOLR – install it once to simplify the environment.
◉ Deploy “Visual Update 1” to provide a clean, modern user interface for IBM Connections and as a basis for easy customization of colors, fonts, icons, and other attributes based on the new design language for IBM Connections.



