Information management

Making the case for and against police use of facial recognition technology

In this week’s Computer Weekly, as the Met Police enhances its facial recognition capabilities, we examine the pros and cons of law enforcement use of the technology. Three in five IT professionals want a new job – is there a tech exodus in the industry? And we take an in-depth look at the growth of the Nordic datacentre sector. Read the issue now. Continue Reading

Making machine learning operational

As artificial intelligence matures, IT departments will need to take control of change management and governance of data models Continue Reading

By

• Cliff Saran, Managing Editor

How companies are rethinking digital customer experience in wake of pandemic

The Covid-19 pandemic has exposed much digital rhetoric as hollow, as companies are now rethinking the digital customer experience, leveraging instant messaging and other tools Continue Reading

By

• Madeline Bennett, Mowser Media

Manchester City teams up with Qualtrics for fan experience management

Manchester City is teaming up with online survey software firm Qualtrics, part-owned by long-term City Football Group supplier SAP, to engage more intelligently with the football club’s fanbase Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Explainable BI: eliminating the black box of human decision-making

This is guest blog post by James Fisher, Chief Product Officer, Qlik No, it’s not a typo – Explainable BI. Not to be mixed up with its close relative, Explainable AI. It is rapidly becoming ... Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

HPE’s GreenLake strategy pays off in APAC

HPE’s transition to an as-a-service company is paying off in Asia-Pacific where it witnessed one of the strongest quarters, thanks in part to rising demand for services Continue Reading

By

• Aaron Tan, TechTarget

CIO interview: Cynthia Stoddard, CIO, Adobe

Leading IT at one of the world’s best-known software companies brings its own challenges and opportunities around digital transformation Continue Reading

By

• Mark Samuels

data lake

A data lake is a storage repository that holds a vast amount of raw data in its native format until it is needed for analytics applications. Continue Reading

By

• Craig Stedman, Industry Editor
• Ben Lutkevich, Site Editor

Ban UK police use of facial-recognition, House of Lords told

Experts giving evidence to the House of Lords have said that UK police use of facial-recognition technology is disproportionate and ineffective, and further questioned the utility of algorithmic crime ‘prediction’ tools Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

Nearly half of finance firms will acquire or partner fintechs in next year

UK financial services firms are preparing to acquire or partner fintechs as they target business growth Continue Reading

By

• Karl Flinders, Chief reporter and senior editor EMEA

What is SAS Institute Inc.?

SAS Institute Inc. is a software vendor that specializes in advanced and predictive analytics software applications, as well as business intelligence and data visualization offerings. Continue Reading

By

• Ed Burns

UnaBiz raises $25m in Series B funding

Regional IoT tech supplier will use the funds to strengthen its foothold in key markets and develop new products and services Continue Reading

By

• Aaron Tan, TechTarget

What lies beyond the data warehouse?

Has the traditional data warehouse finally reached the end of its life? If so, what will follow it? Will it be a hybrid? We find out Continue Reading

By

• Stephen Pritchard

Uber faces legal action over ‘racist’ facial verification system

Two UK-based unions are taking Uber to court, claiming their members have been unfairly dismissed as a result of misidentification by the company’s facial verification system Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

CW Middle East: Middle East hospitals accelerate take-up of healthcare technologies

The Middle East is accelerating its take-up of digital healthcare technologies following lessons learned during the Covid-19 pandemic, with regional government turning to technology to track disease trends and monitor treatment. Also read in this issue how the UAE’s National Program for Coders will offer ‘golden visas’ to 100,000 entrepreneurs, enterprise owners and startups. Continue Reading

How data drives Air Canada’s cargo business

Data-driven insights and artificial intelligence are helping Air Canada to find a new business path as it expands its cargo business following the pandemic Continue Reading

By

• Cliff Saran, Managing Editor

Ron Thompson, CDO, Nasa: Mind the data gap

Data is the crown jewels of business, but is often siloed. We speak to the chief data officer at Nasa about developing a data integration culture Continue Reading

By

• Cliff Saran, Managing Editor

MEPs approve report opposing certain uses of AI by police

European policymakers have approved a report on the use of AI in criminal matters, rejecting several amendments in the process that would have made it easier for police to potentially conduct predictive analytics and biometric surveillance Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

Top women in UK tech, AI on puffin island – Computer Weekly Downtime Upload podcast

In this episode, Caroline Donnelly, Clare McDonald and Brian McKenna discuss CW’s annual programme to choose the most influential women in UK tech, as well as Newham Sparks, and puffin-counting AI Continue Reading

By

• Caroline Donnelly, Senior Editor, UK
• Clare McDonald, Business Editor
• Brian McKenna, Senior Analyst, Business Applications

Netherlands’ Team Liquid revolutionises e-sports with data analytics

Data analysis is often used by enterprises, but the discipline is also gaining ground in other areas in the Netherlands, such as e-sports Continue Reading

By

• Kim Loohuis

Aetos to deploy Singtel MEC for security operations

Security firm Aetos will use Singtel’s multi-access edge computing platform to run applications such as surveillance robots, drones and video analytics at its security command centre Continue Reading

By

• Aaron Tan, TechTarget

What is a multimodel database?

A multimodel database is a data processing platform that supports multiple data models, which define the parameters for how the information in a database is organized and arranged. Continue Reading

By

• Jack Vaughan

The Most Influential Women in UK Technology 2021

In this week’s Computer Weekly, we reveal the 50 women chosen as the most influential in UK technology for 2021, and talk to the 10th winner of our annual list – Poppy Gustafsson, CEO of Darktrace. Also, our latest buyer’s guide looks at digital customer experience technologies. Read the issue now. Continue Reading

A post-pandemic recipe for developing customer experience

Covid-19 has led to many people reassessing their priorities so customer experience needs to adapt to meet new expectations Continue Reading

By

• Cliff Saran, Managing Editor

How GYG Singapore moved to paperless contracts

The Singapore franchisee of Mexican cuisine specialist Guzman y Gomez has turned to electronic agreements and digital signatures to ease the administrative burden on its HR team Continue Reading

By

• Aaron Tan, TechTarget

UK AI strategy focused on economic growth, resilience and ethics

Chris Eastham of law firm Fieldfisher looks at the government’s National Artificial Intelligence Strategy, and the merits of the 10-year plan and its approach Continue Reading

By

• Chris Eastham

Blue Prism deal adds RPA to Tibco software product range

Robotic process automation provides another piece of the jigsaw in Tibco’s drive to be a data company Continue Reading

By

• Cliff Saran, Managing Editor

Uber drivers strike over pay issues and unfair dismissal claims

Unionised Uber drivers take industrial action in response to ongoing disputes over pay and claims that drivers are being unfairly dismissed as a result of the company’s technologies Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

Big Data London: Mitigate AI bias rather than try to remove it, say experts

Bias cannot be stripped from artificial intelligence systems, but organisations can work to mitigate it, Big Data London 2021 attendees heard this week Continue Reading

By

• SA Mathieson

Big Data London: NHS Digital data service struggled with Covid testing demands

A critical component of NHS Digital’s data processing struggled to cope with demand caused by Covid-19 testing, Big Data London 2021 attendees heard this week Continue Reading

By

• SA Mathieson

London publishes guidelines for ethical use of smart city tech

Latest draft of the ‘Emerging Technology Charter for London’ encourages local authorities, public services and technology companies to improve how they implement technology in the capital Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

The Wikipedia Effect on digital transformation: collaboration not dictatorship

This is a guest blogpost by Gero Decker, General Manager SAP Business Process Intelligence & Co-founder of Signavio. Despite the growing importance of successful digital transformation, a ... Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Dreamforce 2021: Benioff declares Salesforce as net zero and Slack ubiquitous across stack

Marc Benioff, CEO and chair of Salesforce, declares his company net zero in a keynote at Dreamforce 2021 in San Francisco, alongside update on Slack integrations Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Newham aims to harness local talent to build data economy in London

The London Borough of Newham sets out to enable its young, digitally savvy population to build a data economy for sustainable growth through the launch of Newham Sparks at London Tech Week 2021 Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

UK data plans aim to boost growth but will they isolate the UK from its international friends?

The UK government has made strong statements about the nation’s post-Brexit data strategy but must be careful not to undermine its global credibility Continue Reading

By

• Rita Flakoll and Herbert Swaniker

IDC: Salesforce-related economic activity will create 271,000 UK jobs and £52bn in sales by 2026

IDC research published on the eve of Dreamforce 2021 claims Salesforce-related economic activity will create 271,000 British jobs by 2026 and stoke £52bn in revenue Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

The cities planning for ethical use of AI

In this week’s Computer Weekly, we talk to tech leaders in Barcelona and London about a collaboration to ensure ethical use of AI in the era of smart cities. The UK government wants to reform data protection law – we assess the implications. And we examine the latest best practice in hybrid cloud. Read the issue now. Continue Reading

Trust deficit retards predictive analytics adoption in banking, says Qlik

Concerns about trust and regulatory compliance are impeding the adoption of predictive analytics in financial services, according to data analytics firm Qlik Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

NGO Fair Trials calls on EU to ban predictive policing systems

The use of artificial intelligence to predict criminal behaviour should be banned because of its discriminatory outcomes and high risk of further entrenching existing inequalities, claims Fair Trials Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

Putting data at the heart of policymaking will accelerate London’s recovery

A new initiative to encourage better data sharing between London’s private and public sectors can play an important role in recovering from the pandemic Continue Reading

By

• Mel Hobson

Whittingdale and Warman ousting completes reshuffle of every digital, data and tech minister

All of the UK ministers responsible for technology, digital and data are moving on as a result of Boris Johnson's latest reshuffle Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

CW APAC: Buyer’s guide to robotic process automation

In this handbook, Computer Weekly looks at the adoption of robotic process automation in APAC and where the technology fits in the wider automation landscape Continue Reading

UN human rights chief calls for moratorium on AI technologies

High commissioner’s call for a moratorium on the use of AI systems that pose a serious risk to human rights is accompanied by a UN report on the negative human rights impacts associated with the technology Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

Renault set to test out Google supply chain digital twin

Digital twin simulation of supply chain draws in disparate data sources to deliver efficiencies and prevent disruptions Continue Reading

By

• Cliff Saran, Managing Editor

Oracle Q1 2021-2 results: Cloud revenue reaches a quarter

In its first-quarter results for fiscal 2021-22, Oracle claims that its IaaS plus SaaS revenue represents 25% of its total Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Database growth needs greater team collaboration

Organisations are storing more data, which will increase the workload of administrators managing database servers Continue Reading

By

• Cliff Saran, Managing Editor

RPA adoption still in its infancy in Asia-Pacific

While there have been successful deployments of robotic process automation in mature markets, adoption of the technology is largely in its infancy across Asia-Pacific, says a regional Blue Prism executive Continue Reading

By

• Aaron Tan, TechTarget

The digital road ahead: National Highways puts technology in the driving seat

We speak to National Highways about its multi-year plan to tech-enable the management and operations of our motorways Continue Reading

By

• Cliff Saran, Managing Editor

Portcast secures $3.2m, eyes global expansion

Logistics startup Portcast will use its pre-Series A funding to expand globally and bolster its cloud-based service with prescriptive AI capabilities Continue Reading

By

• Aaron Tan, TechTarget

Ali Ghodsi, Databricks CEO: Scandi-Californian hybrid is an ideal

Ali Ghodsi, CEO of Databricks, reflects on the business culture of Silicon Valley, his Iranian-Swedish background, and where big data analytics is going during these early days of machine learning Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

APAC organisations must do more to harness analytics potential

Organisations in the Asia-Pacific region still lack the necessary workforce and process capabilities that are required to realise the full benefits of data analytics initiatives, a study finds Continue Reading

By

• Aaron Tan, TechTarget

Government opens £2bn chest for big data analytics

The Crown Commercial Service has published an early notification notice for a £500m per annum big data analytics procurement framework, which will run from 2022 to 2026 Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Highways England delivers a digital roadmap

In this week’s Computer Weekly, we talk to the CDIO of Highways England about her digital services and asset management plans. We explore SIEM and SOAR security tools. And we find out how McLaren Racing is using data analytics to build its cars more efficiently. Read the issue now. Continue Reading

Welcome to the Digital Singularity

This is a guest blogpost by Jason Kingdon, chairman and CEO, Blue Prism Link all computers together – why would you do that? Way back in the 1980s various academic and scientific institutions ... Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

National Highways sets out data-driven plan for Strategic Road Network

Digital twins, data sharing, predictive analytics and the use of drones all get a mention in Digital Roads five-year strategic plan Continue Reading

By

• Cliff Saran, Managing Editor

Using geospatial data to unlock innovation in the property sector

Louise Weale from Ordnance Survey argues that geospatial data is key to unlocking business innovation in the property sector Continue Reading

By

• Louise Weale

Trust but verify: Digging into audits for AI algorithm bias

TechTarget editors discuss efforts to remove bias from AI and why algorithm auditing could be a fix -- provided challenges related to trust and standardization can be overcome. Continue Reading

By

• David Essex, Industry Editor

Quiz: Test your understanding of the Hadoop ecosystem

This quiz will test your knowledge of Hadoops basics including framework, capabilities and related technologies. Continue Reading

By

• Melanie Luna, TechTarget

Data science vs. machine learning vs. AI: How they work together

Data science, machine learning and AI are central to analytics and other enterprise uses. Here's what each involves and how combining them benefits organizations. Continue Reading

By

• Ronald Schmelzer, Cognilytica

8 top data science applications and use cases for businesses

Data scientists engage in various applications to analyze data and create technologies. These are eight common ones, with examples from different organizations and industries. Continue Reading

By

• Ronald Schmelzer, Cognilytica

How to structure and manage a data science team

Data science teams typically include various analytics and data professionals and can be set up in different ways, as explained here along with tips on managing them. Continue Reading

By

• Mary K. Pratt

Are proposed data protection changes a threat to UK citizens’ privacy?

Though changes are as-yet undefined pending an upcoming consultation, concerns are already being expressed over the government’s plan to liberalise data protection laws in the service of innovation and growth Continue Reading

By

• Alex Scroxton, Security Editor

McLaren Racing pursues car build efficiency with Alteryx

McLaren Racing selects Alteryx analytics software in pursuit of greater car build efficiency in face of Formula 1 cost cap, and to improve fan engagement Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

AI more likely to complement than replace predictive analytics

The discipline of predictive analytics is likely to increase in importance as it is complemented by artificial intelligence. NHS and National Express case studies prove the point Continue Reading

By

• Cath Everett

Government unveils post-Brexit data flow proposals

The government will pursue data partnerships with countries including Australia, South Korea and the US as part of a post-Brexit data regime that may also see substantial changes to the UK’s data protection law Continue Reading

By

• Alex Scroxton, Security Editor

Algorithmic accountability needs meaningful public participation

Global analysis by Ada Lovelace Institute and other research groups finds algorithmic accountability mechanisms in the public sector are hindered by a lack of engagement with the public Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

HMCTS discloses £12.5m HMRC tax bill over IR35 status contractor assessment errors

HM Courts and Tribunals Service has acknowledged IR35 status contractor assessment errors and paid HMRC £12.5m Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

How datacentre power growth is leaving Dublin in distress

In this week’s Computer Weekly, we look at the challenges faced by Dublin’s datacentre sector, as growth leaves the city’s electricity infrastructure creaking. We ask whether recent initiatives to close the UK’s digital skills gaps are working. And we examine the latest injustice to hit the Post Office Horizon scandal. Read the issue now. Continue Reading

Inchcape picks Rise with SAP on Google Cloud to motor on digital

Auto sector company Inchcape has chosen SAP’s Rise service on Google Cloud to drive forward its digital transformation programme Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Lacklustre success of analytics in the public cloud

IT decision-makers see cost savings as the biggest benefit of moving to the cloud for analytics and artificial intelligence Continue Reading

By

• Cliff Saran, Managing Editor

What is data science? The ultimate guide

Data science is the process of using advanced analytics techniques and scientific principles to analyze data and extract valuable information for business decision-making, strategic planning and other uses. Continue Reading

By

• Craig Stedman, Industry Editor

CW APAC: Trend Watch on datacentre operations

In this handbook, focused on datacentre operations in the Asia-Pacific region, Computer Weekly looks at the most innovative methods being adopted to improve datacentre efficiency. Continue Reading

14 most in-demand data science skills you need to succeed

The demand for data scientists continues to grow, but the job requires a combination of technical and soft skills. Here are 14 key skills for effective data scientists. Continue Reading

By

• Kathleen Walch, Cognilytica

CMA urges further scrutiny of Nvidia purchase of Arm

Competition and Markets Authority has decided an in-depth investigation should be mounted into the proposed acquisition of Arm by US chipmaker Nvidia Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Whole-system view of railways from Resonate on Redis offers progress

Resonate, a traffic management software provider to UK railways, has built a system using Redis Streams to provide real-time processing of train movements, enabling a whole-system view Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

UK government criticised for proposed facial-recognition guidance

Privacy campaigners say the government's updated 'surveillance camera code of practice' does not do enough to mitigate abuses of facial-recognition technology Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

CIO interview: Victoria Higgin, Highways England

The chief digital and information officer for digital services at Highways England discusses a roadmap for end-to-end data sharing and asset management Continue Reading

By

• Cliff Saran, Managing Editor

APAC buyer’s guide to robotic process automation

In this buyer’s guide on RPA, we look at where the technology fits into the broader automation landscape, and other purchase and implementation considerations Continue Reading

By

• Aaron Tan, TechTarget

How swarm learning is tearing down data silos

Swarm learning makes it possible to perform machine learning on distributed data sources while conforming to data confidentiality requirements Continue Reading

By

• Aaron Tan, TechTarget

UN special rapporteurs call for surveillance tech moratorium

In the wake of revelations about NSO Groups Pegasus spyware, a number of special rapporteurs from the United Nations are re-igniting calls for a global moratorium on the sale and transfer of surveillance technologies Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

How to get API deployments right

Application programming interfaces are not the panacea for digital transformation and could even lead to escalating costs for problems that are better addressed through integration Continue Reading

By

• Aaron Tan, TechTarget

Same-day delivery firm CitySprint fields Salesforce for customers

Same-day delivery specialist CitySprint uses Salesforce across its contact management, sales and marketing teams Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

CW Benelux: Netherlands sees increase in the number of women opting for an ICT career

The IT skills gap in the Netherlands could be about to narrow as more women take up jobs in the sector. Figures from last year revealed that the number of female ICT professionals grew by 6.5%, while the number of male ICT professionals increased by only 1.7%. Read more about it in this issue. Also find out why more openness about ransomware attacks in the Dutch business community could be the first step to defeating a growing problem. Continue Reading

One year on from the UK exams algo fiascos

Algorithms got themselves a bad name in the summer of 2020. This year’s Scottish Highers and rest of the UK A-Levels results have been algo-free. But not free of their usual class bias: private ... Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Real-time data analytics in action

In this week’s Computer Weekly, we examine the emerging applications of real-time analytics and highlight the challenges for businesses to maximise the benefits. EU experts are calling for reform of US surveillance laws – we look at the issues. And we talk to the co-CEO of HR software giant Workday. Read the issue now. Continue Reading

Researchers uncover database with 126 million unsecured records

Business-to-business marketing firm OneMoreLead was storing tens of millions of records in an unsecured database, exposing at least 63 million people to fraud, identify theft and phishing campaigns Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

How Grab is using Kafka in fraud detection

Grab is using Apache Kafka in its fraud detection and prevention platform to ingest event streams from its mobile software development kits and client backends to pick up fraudulent activities Continue Reading

By

• Aaron Tan, TechTarget

Quiz: Big data analytics technologies and techniques

Big data analytics technologies and techniques can help you gain valuable business insights. Take this quiz to test your knowledge of big data analytics tools and best practices. Continue Reading

By

• Melanie Luna, TechTarget

Anglian Water firms up £24m data and digital framework

Anglian Water has established a £24m data and digital programme to help meet its asset management plan objectives, as set by Ofwat Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Why we need a new ethical standard for the development and use of robots

This is a guest blogpost by Oded Karev, General Manager of NICE Advanced Process Automation In the myth of Daedalus and Icarus, looking to escape from Crete, the latter finds himself with wings, ... Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Apple unveils plans to scan US iPhones for child sex abuse images

Apple will introduce child sexual abuse material detection for US users later this year, but some experts are worried that the technology could be repurposed to scan phones for other kinds of content Continue Reading

By

• Sebastian Klovig Skelton, Data & ethics editor

SAP customers more alert to internal than external threats

SAP customers are more concerned by insider threats than by external attacks, according to a report. And yet the average SAP customer has around 2,500 vulnerabilities within their customised SAP code Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

BCS: more diverse workforce key to UK AI ethics global leadership

BCS report says the UK can take an international lead in AI ethics if it cultivates a more diverse workforce, including people from non-STEM backgrounds Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Civil Service Data Challenge announces longlist of ideas to improve data use

Dragons’ Den-style Civil Service competition to elicit ideas to improve data use in government has whittled a list of 200 down to eight. Four will be chosen in December for delivery Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Fred IT replaces paper prescriptions with QR codes

Fred IT’s eRX Script Exchange is now used by 21,000 doctors and 95% of Australian pharmacies, delivering more than 11 million digital prescriptions by July 2021 Continue Reading

By

• Stephen Withers

Panasas’s 10x saving bumps NetApp from HPC storage deployment

University of Wollongong got 1.2PB for the cost of 100TB for HPC storage in its cryo-imaging institute. Scale-out NAS maker Panasas also brought life sciences expertise to bear Continue Reading

By

• Antony Adshead, Storage Editor

Intel hails data analytics-powered GB Olympics swimming success

Intel has claimed its part in the GB swimming team’s Olympics success, with the analysis of ‘data pools’ and the use of its servers and workstations Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications

Investigatory Powers Tribunal finds UK spy agencies unlawfully collected personal data

Campaign groups Privacy International and Liberty are gearing up to bring further legal action after a court found that UK spy agencies unlawfully collected phone and internet records Continue Reading

By

• Bill Goodwin, Computer Weekly

Almost half unaware of GP data-sharing plans

Around half of adults in England – approximately 20 million people – remain unaware of the scope of the NHS GPDPR programme, prompting calls for a public education campaign Continue Reading

By

• Alex Scroxton, Security Editor

BEIS replaces Excel-based grant system with data management portal

The Department for Business, Energy and Industrial Strategy is replacing an Excel-based system for grant applications with a data management system built by Aiimi Continue Reading

By

• Brian McKenna, Senior Analyst, Business Applications