Tech
AI World: Oracle brings agents to bear on world of finance | Computer Weekly
At Oracle AI World in Las Vegas, the software giant has been showcasing new agentic artificial intelligence (AI) features within its Fusion Cloud Applications Enterprise Resource Planning (ERP) suite, and other parts of the Fusion Cloud product line-up.
Built in Oracle AI Agent Studio for Fusion, the agents will embed within finance processes to realise productivity gains, enhance business performance, and help accounts teams stay compliant with the various regulatory regimes they must adhere to.
Speaking to Computer Weekly in advance of the supplier’s announcements this week Oracle Applications vice president Hari Sankar said that business financial functions can benefit hugely from AI.
“Firstly, accounting is governed by rules, the focus is compliance, the focus is ensuring things are done right [and] that’s a big part of the role of finance,” said Sankar. “I want to make sure that I sign on the dotted line saying these numbers are accurate that I’m complying with rules and regulations.
“That will never change but if you look at how it is performed today it’s a very labour intensive process so we believe there’s a lot of opportunity for automation.”
Sankar continued: “Secondly, a lot of accounting work tends to be back-end loaded at the end of the month or quarter. There are a lot of adjustments, reconciliations, all that needs to be done [and] these adjustments and reconciliations need to be documented because they need to be auditable.
“What AI agents give you is an opportunity to take those processes from a back-end fire drill to a set of continuous processes that happen throughout each quarter.”
Rondy Ng, Oracle executive vice president of applications development, added: “Oracle is ushering in a new era of agent-driven finance, where AI assistants turn fragmented, complex, staff-heavy processes into proactive, continuous operations that free teams to focus on judgment and strategic outcomes.
“Finance leaders gain a step change in operational efficiency and real-time business insights to help drive faster decisions and close cycles, stronger compliance and auditability, and healthier working capital.”
The new agents are prebuilt and integrate natively with both Fusion Cloud ERP and Fusion Cloud Enterprise Performance Management (EPM) at no extra cost to the customer.
The new agents include Payables Agent to help manage inbound invoices, Ledger Agent to help improve overall financial management and improve visibility, Planning Agent to help finance teams improve their planning processes, and Payments Agent to help optimise outbound payments.
Customer insight: Choctaw Indian nation uses Fusion AI
Although it is yet to venture down the agentic path, one of the US’ largest Indian nations, the 250,000-strong Choctaw Nation of Oklahoma, are incorporating Oracle Fusion Cloud Applications into its workflows, is already using various embedded Fusion AI features to automate various processes and goals.
With roots dating back centuries the Oklahoma Choctaw operate as a sovereign nation and as such the tribal administrators run a range of programmes in areas such as education, healthcare, housing. The nation even has an independent judiciary dating back to the 1830s.
The tribe also oversees a range of business activities, operating casinos, resorts and restaurants, and agriculture and farming.
The Choctaw government turned to Oracle’s AI services out of a desire to streamline its business processes, expand its capabilities and offer an evolving range of services to its members. At the same time, it is also spinning up Oracle Cloud Infrastructure (OCI) Generative AI to support translation between English and Choctaw, and preserve and grow its pre-Colombian language, which has fewer than 300 living speakers.
“For sovereign nations, leadership means planning for future generations. Embracing AI is key to building a strong foundation that supports our values, drives economic growth, and secures our long-term success,” said Emily Crow, Choctaw Nation IT director of enterprise services.
“With Oracle Fusion Applications, we’ve been able to automate key business processes, improve insights, and help grow the next generation of leaders. We’ve already adopted over 40 generative AI capabilities and look forward to leveraging more of Oracle’s AI agents and the AI Agent Studio to better support our people and improve operational efficiency as we continue to expand,” she said.
“With broad and complex operations, it’s often challenging for tribal nations to oversee business and workforce data across multiple industries while also meeting unique regulatory requirements,” said Steve Miranda, executive vice president of applications development at Oracle.
“With Oracle Fusion Applications, the Choctaw Nation has been able to take advantage of advanced AI capabilities to increase productivity, streamline critical business processes, cultivate the next generation of leaders, and set the stage for a future of innovation and growth.”
The Choctaw IT team is using Oracle Fusion Cloud AI features in two core areas, finance and human resources.
On the HR side, seeking to improve the experience for its 13,000-plus employees, generate more insightful data on its workforce, and reduce time-consuming manual processes, it is now using AI-powered features in Fusion Cloud Human Capital Management (HCM).
These features include agentic capabilities to support employees in areas such as goal-setting and performance reviews, and career and skills development guidance and opportunity discovery.
The organisation is already realising benefits in several areas – beyond mere time-savings it said it was now able to scale career growth conversations more broadly across its employee base.
Turning to financial matters, the Choctaw Nation is using Fusion Cloud ERP in the service of increasing productivity, reducing costs and improving financial controls.
Although it has not yet tried out the new agents, it is already using embedded AI capabilities to streamline its invoice processing, but it also hopes to implement more AI-powered features such as predictive cash forecasting and narrative reporting.
Tech
Why Everyone Is Suddenly in a ‘Very Chinese Time’ in Their Lives
In case you didn’t get the memo, everyone is feeling very Chinese these days. Across social media, people are proclaiming that “You met me at a very Chinese time of my life,” while performing stereotypically Chinese-coded activities like eating dim sum or wearing the viral Adidas Chinese jacket. The trend blew up so much in recent weeks that celebrities like comedian Jimmy O Yang and influencer Hasan Piker even got in on it. It has now evolved into variations like “Chinamaxxing” (acting increasingly more Chinese) and “u will turn Chinese tomorrow” (a kind of affirmation or blessing).
It’s hard to quantify a zeitgeist, but here at WIRED, chronically online people like us have been noticing a distinct vibe shift when it comes to China over the past year. Despite all of the tariffs, export controls, and anti-China rhetoric, many people in the United States, especially younger generations, have fallen in love with Chinese technology, Chinese brands, Chinese cities, and are overall consuming more Chinese-made products than ever before. In a sense the only logical thing left to do was to literally become Chinese.
“It has occurred to me that a lot of you guys have not come to terms with your newfound Chinese identity,” the influencer Chao Ban joked in a TikTok video that has racked up over 340,000 likes. “Let me just ask you this: Aren’t you scrolling on this Chinese app, probably on a Chinese made phone, wearing clothes that are made in China, collecting dolls that are from China?”
Everything Is China
As is often the case with Western narratives about China, these memes are not really meant to paint an accurate picture of life in the country. Instead, they function as a projection of “all of the undesirable aspects of American life—or the decay of the American dream,” says Tianyu Fang, a PhD researcher at Harvard who studies science and technology in China.
At a moment when America’s infrastructure is crumbling and once-unthinkable forms of state violence are being normalized, China is starting to look pretty good in contrast. “When people say it’s the Chinese century, part of that is this ironic defeat,” says Fang.
As the Trump administration remade the US government in its own image and smashed long-standing democratic norms, people started yearning for an alternative role model, and they found a pretty good one in China. With its awe-inspiring skylines and abundant high-speed trains, the country serves as a symbol of the earnest and urgent desire among many Americans for something completely different from their own realities.
Critics frequently point to China’s massive clean energy investments to highlight America’s climate policy failures, or they point to its urban infrastructure development to shame the US housing shortage. These narratives tend to emphasize China’s strengths while sidelining the uglier facets of its development—but that selectivity is the point. China is being used less as a real place than as an abstraction, a way of exposing America’s own shortcomings. As writer Minh Tran observed in a recent Substack post, “In the twilight of the American empire, our Orientalism is not a patronizing one, but an aspirational one.”
Part of why China is on everyone’s mind is that it’s become totally unavoidable. No matter where you live in the world, you are likely going to be surrounded by things made in China. Here at WIRED, we’ve been documenting that exhaustively: Your phone or laptop or robot vacuum is made in China; your favorite AI slop joke is made in China; Labubu, the world’s most coveted toy, is made in China; the solar panels powering the Global South are made in China; the world’s best-selling EV brand, which officially overtook Tesla last year, is made in China. Even the most-talked about open-source AI model is from China. All of these examples are why this newsletter is called Made in China.
Tech
VTL Group boosts output by 10% with Coats Digital’s GSDCost solution
With over 5,000 employees and 3,000 sewing machines across 90 sewing lines, VTL Group specialises in jersey knits and denim, producing up to 20 million garments per year for world-renowned brands such as Lacoste, Adidas, G-Star, Hugo Boss, Replay and Paul & Shark. The company operates six garment production units, along with dedicated facilities for screen printing, knitting, dyeing and textile finishing. This extensive vertical integration gives VTL complete control over quality, lead-times and cost-efficiency, which is vital for meeting the stringent demands of its global customer base.
VTL Group has adopted Coats Digital’s GSDCost to standardise production, boost productivity, and improve pricing accuracy across its Tunisian operations.
The solution cut SMVs by 15–20 per cent, raised line output by 10 per cent, and enhanced planning, cost accuracy, and customer confidence, enabling competitive pricing, lean operations, and stronger relationships with global fashion brands.
Prior to implementing GSDCost, VTL calculated capacity and product pricing using data from internal time catalogues stored in Excel. This approach led to inconsistent and inaccurate cost estimations, causing both lost contracts due to inflated production times and reduced margins from underestimations. In some cases, delays caused by misaligned time predictions resulted in increased transportation costs and operational inefficiencies that impacted customer satisfaction.
Hichem Kordoghli, Plant Manager, VTL Group, said: “Before GSDCost, we struggled with inconsistent operating times that directly impacted our competitiveness. We lost orders when our timings were too high and missed profits when they were too low. GSDCost has transformed the way we approach planning, enabling us to quote confidently with accurate, reliable data. We’ve already seen up to 20% reductions in SMVs, a 10% rise in output, and improved customer confidence. It’s a game-changer for our sales and production teams.”
Since adopting GSDCost across 50 sewing lines, VTL Group has been able to establish a reliable baseline for production planning and line efficiency monitoring. This has led to a more streamlined approach to managing load plans and forecasting. Importantly, GSDCost has given the business the flexibility to align pricing more effectively with actual production realities, contributing to greater customer satisfaction and improved profit margins.
Although it’s too early to determine the exact financial impact, VTL Group has already realised improvements in pricing flexibility and competitiveness thanks to shorter product times and better planning. These gains are seen as instrumental in enabling the company to pursue more strategic orders, reduce wasted effort and overtime, and maintain the high expectations of leading global fashion brands.
Hichem Kordoghli, Plant Manager, VTL Group, added: “GSDCost has empowered our teams with reliable data that has translated directly into real operational benefits. We are seeing more consistent line performance, enhanced planning precision, and greater confidence across departments. These improvements are helping us build stronger relationships with our brand partners, while setting the foundation for sustainable productivity gains in the future.”
The company now plans to expand usage across an additional 30 lines in 2025, supported by a second phase of GSD Practitioner Bootcamp training to strengthen in-house expertise and embed best practices throughout the production environment. A further 10 lines are expected to follow in 2026 as part of VTL’s phased rollout strategy.
Liz Bamford, Customer Success Manager, Coats Digital, commented: “We are proud to support VTL Group in their digital transformation journey. The impressive improvements in planning accuracy, quoting precision, and cross-functional alignment are a testament to their commitment to innovation and excellence. GSDCost is helping VTL set a new benchmark for operational transparency and performance in the region, empowering their teams with the tools needed for long-term success.”
GSDCost, Coats Digital’s method analysis and pre-determined times solution, is widely acknowledged as the de-facto international standard across the sewn products industry. It supports a more collaborative, transparent, and sustainable supply chain in which brands and manufacturers establish and optimise ‘International Standard Time Benchmarks’ using standard motion codes and predetermined times. This shared framework supports accurate cost prediction, fact-based negotiation, and a more efficient garment manufacturing process, while concurrently delivering on CSR commitments.
Key Benefits and ROI for VTL Group
- 15–20% reduction in SMVs across 50 production lines
- 10% productivity increase across key sewing facilities
- More competitive pricing for strategic sales opportunities
- Improved cost accuracy and quotation flexibility
- Standardised time benchmarks for future factory expansion
- Enhanced planning accuracy and load plan management
- Greater alignment with lean and sustainable manufacturing goals
- Increased brand confidence and satisfaction among premium customers
Note: The headline, insights, and image of this press release may have been refined by the Fibre2Fashion staff; the rest of the content remains unchanged.
Fibre2Fashion News Desk (HU)
Tech
NSA urges continuous checks to achieve zero trust | Computer Weekly
The US National Security Agency (NSA) has published its latest guidance on zero trust to secure US federal government IT networks and systems. This is the first of two guidance documents coming out of the NSA, providing “practical and actionable” recommendations that can be applied as best practice to secure corporate IT environments both in the public and private sectors.
In the Zero trust primer document, the NSA defines a “zero-trust mindset”, which means assuming IT environment traffic, users, devices and infrastructure may be compromised. To achieve this, the guidance urges IT security teams to establish a rigorous authentication and authorisation process for all access requests.
In the context of securing the integrity of government IT systems, it said that such a strategy enhances the security posture of networks by rigorously validating every access request, which prevents unauthorised changes, reduces risk of malicious code insertion, and ensures the integrity of software and supply chains
The main takeaway from the NSA regarding zero trust is to never trust users or devices that request network connectivity or access to internal resources. The NSA guidance calls for verification without exception, where dynamic authentication and explicit approval is used across all activities on the network, adhering to the principle of least privilege.
Specifically, the NSA’s latest guidance suggests that IT security teams should assume they are working in an IT environment where there is a breach, which means operating and defending resources under the assumption that an adversary already has a presence in the environment.
The NSA said IT security teams should plan for deny-by-default and heavily scrutinise all users, devices, data flows and requests. This means that IT security teams need to log, inspect and monitor all configuration changes, resource accesses and environment traffic for suspicious activity continuously.
The guidance also recommends explicit verification. This implies that access to all resources is consistently verified, using both dynamic and static mechanisms, which is used to derive what the NSA calls “confidence levels for contextual access decisions”.
Commenting on the guidelines, zero-trust expert Brian Soby, CTO and co-founder of AppOmni, said: “Across the guidance, the emphasis is on continuous logging, inspection and monitoring of resource access and configuration change, plus comprehensive visibility across layers.
“Read plainly, the NSA is suggesting that many programs are built around coarse checkpoints and limited signals, while the real risk lives inside enterprise applications, especially SaaS, where sensitive data and business workflows reside.”
Soby’s understanding of the new guidelines is that effective zero trust requires a thorough understanding of what users can and cannot do, instead of simply relying on their ability to authenticate through network directory services and the authorisation that successful authentication gives them.
“Many security programs still substitute directory groups and simplistic roles for true entitlement materiality, even though effective access in modern SaaS is shaped by application-native permissions, sharing rules, delegated administration, conditional controls and third-party OAuth grants.”
He noted that the NSA’s emphasis on monitoring resource access and configuration change implies that relying on coarse identity abstractions leaves IT security teams blind to the actions and permission shifts that create exposure and enable misuse.
“This gap also lines up uncomfortably well with the breaches and campaigns we are seeing now,” he added.
As an example, Soby said that recent intrusions tied to groups tracked as UNC6040 and UNC6395 have highlighted how attackers can bypass traditional, frontdoor-centred controls by abusing SaaS identities and integrations, including compromised OAuth tokens and third-party application access, to reach and extract data from SaaS environments.
“In that light, the NSA’s guidance supports a sharper conclusion: identity security programs that cannot truly understand user activities, behaviours and the materiality of entitlements inside applications do not match the principles of zero trust,” said Soby. “These often become more performative than effective, leaving security operations centre teams stuck with generic signals like logins when the meaningful attacker activity is happening inside the app.”
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