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Infosys Topaz Unveils Responsible AI Suite of Offerings, to help Enterprises Navigate the Regulatory and Ethical Complexities of AI-powered Transformation

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Responsible AI (RAI) Office will serve as the custodian of ethical use of AI and ensure solutions align with emerging guardrails for AI across geographies

BENGALURU, India, Feb. 27, 2024 /PRNewswire/ — Infosys (NSE: INFY) (BSE: INFY) (NYSE: INFY), a global leader in next-generation digital services and consulting, today announced the launch of its Responsible AI Suite, a part of Infosys Topaz, an AI-first set of services, solutions, and platforms using generative AI.­­­

The rise of powerful generative AI systems in the past year has raised several concerns and conversations around the ethical dimensions of AI. According to the Infosys Generative AI Radar, by Infosys Knowledge Institute, enterprises worldwide are identifying data privacy, security, ethics, and bias as the primary challenges in their pursuit of innovation with AI. The Responsible AI Suite is designed to help enterprises balance innovation with ethical considerations, such bias and privacy prevention, and maximize their return on investments.

Infosys Topaz Responsible AI Suite is a set of 10+ offerings built around the Scan, Shield, and Steer framework. The framework aims to monitor and protect AI models and systems from risks and threats, while enabling businesses to apply AI responsibly. The offerings, across the framework, include a combination of accelerators and solutions designed to drive responsible AI adoption across enterprises.

Scan: Includes solutions to help identify the overall AI risk posture, legal obligations, vulnerabilities, and generate a single source of truth for compliance status of all AI projects. For example, the Infosys Topaz RAI Watchtower is used to monitor upcoming threats, vulnerabilities, and legal obligations.

Shield: These solutions focus on building technical guardrails, checks, and accelerators that are responsible by design across the AI lifecycle. It also consists of specialized solutions for AI security. For example, the Infosys Topaz Gen AI Guardrails help enforce the safe use of Gen AI by moderating input prompts and output for multiple risks.

Steer: These advisory and consulting services support strong and efficient AI governance for innovation. Offerings include AI strategy formulation, legal consultation, and contract reviews.

Infosys Topaz Responsible AI Suite will be amplified by an ecosystem of technology partners and think tanks via the Responsible AI Coalition. The Responsible AI Coalition will bring together startups, cloud service providers, and technology partners to further the common goal of advancing responsible AI. It will also lead a special working group of noted academicians, influencers, policymakers, and industry leaders to aid in shaping solutions that help set new industry standards in the responsible AI space.

Phil Fersht, CEO and Chief Analyst, HFS Research, said, “With the challenges of Responsible AI currently forcing many enterprises to slow their progress towards achieving scaled value with AI, smart offerings such as Infosys Topaz’s Responsible AI suite can clear the path to help them accelerate their critical AI initiatives.”

The suite of offerings is complemented by Infosys Topaz RAI office. This ensures that the offerings deliver solutions that ably navigate the shifting landscape of complex technical, policy, and governance challenges related to adopting AI responsibly across business functions. The office of RAI is also responsible for looking into different facets of ethical aspects of AI like transparency, fairness, privacy, security and compliance. The Office constitutes a centralized body for streamlining AI governance, formulating AI risk strategy, and maintaining standards, policies, and guidelines. It will also ensure adherence to responsible-by-design principles and standards throughout the AI development lifecycle, facilitating safe use of AI across organizations.

Commenting on the launch, Balakrishna D. R. (Bali), Executive Vice President, Global Services Head, AI and Industry Verticals, Infosys, said, “Responsible and ethical AI deployment is a business imperative as technology evolves. At Infosys, we recognize the critical need for fostering responsible AI and not merely as a set of principles but as actionable steps. Infosys Topaz Responsible AI Suite is a significant stride in helping our clients better manage their AI-first journey. Together with the Infosys RAI office, we affirm our commitment to advancing the ethos of responsible AI, providing enterprises with the necessary tools and expertise for ethical AI implementation.”

About Infosys

Infosys is a global leader in next-generation digital services and consulting. Over 300,000 of our people work to amplify human potential and create the next opportunity for people, businesses and communities. We enable clients in more than 56 countries to navigate their digital transformation. With over four decades of experience in managing the systems and workings of global enterprises, we expertly steer clients, as they navigate their digital transformation powered by cloud and AI. We enable them with an AI-first core, empower the business with agile digital at scale and drive continuous improvement with always-on learning through the transfer of digital skills, expertise, and ideas from our innovation ecosystem. We are deeply committed to being a well-governed, environmentally sustainable organization where diverse talent thrives in an inclusive workplace.

Visit www.infosys.com to see how Infosys (NSE, BSE, NYSE: INFY) can help your enterprise navigate your next.

Safe Harbor

Certain statements in this release concerning our future growth prospects, or our future financial or operating performance, are forward-looking statements intended to qualify for the ‘safe harbor’ under the Private Securities Litigation Reform Act of 1995, which involve a number of risks and uncertainties that could cause actual results or outcomes to differ materially from those in such forward-looking statements. The risks and uncertainties relating to these statements include, but are not limited to, risks and uncertainties regarding the execution of our business strategy, our ability to attract and retain personnel, our transition to hybrid work model, economic uncertainties, technological innovations such as Generative AI, the complex and evolving regulatory landscape including immigration regulation changes, our ESG vision, our capital allocation policy and expectations concerning our market position, future operations, margins, profitability, liquidity, capital resources, our corporate actions including acquisitions, and cybersecurity matters. Important factors that may cause actual results or outcomes to differ from those implied by the forward-looking statements are discussed in more detail in our US Securities and Exchange Commission filings including our Annual Report on Form 20-F for the fiscal year ended March 31, 2023. These filings are available at www.sec.gov. Infosys may, from time to time, make additional written and oral forward-looking statements, including statements contained in the Company’s filings with the Securities and Exchange Commission and our reports to shareholders. The Company does not undertake to update any forward-looking statements that may be made from time to time by or on behalf of the Company unless it is required by law.

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SOURCE Infosys

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MARIANA MINERALS RESTARTS UTAH COPPER MINE AS THE WORLD’S ONLY AUTONOMOUS-FIRST MINE AND REFINERY

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Software-first minerals company integrates autonomous haulage, drilling, and robotic sensing across mining and refining under a single AI operating platform

SAN JUAN COUNTY, Utah, April 27, 2026 /PRNewswire/ — Mariana Minerals, the world’s only software-first, vertically integrated minerals company, today announced the restart of mining operations at Copper One in southeastern Utah. The restart marks a milestone in mining history: Copper One becomes the world’s first mine to deploy autonomous tools across all three operational domains (mining, refining, and capital project execution) unified under a single operating system.

Mariana acquired Lisbon Valley Mining Company in Q4 2025, gaining control of a roughly 10,000-acre permitted land package that has produced high-purity copper cathode since 2009. While refinery operations continued uninterrupted, mining was paused in late 2024. Mining operations resume this month with autonomous systems and autonomous orchestration active from day one.

“Copper One will be the first mine where delivering end-to-end autonomy is the priority, where it’s being rapidly deployed across mining and refining operations and coordinated by our internal software stack. That’s what MarianaOS makes possible. We chose to prove it here because the stakes are real: the U.S. has a structural copper deficit, and the window to close it is narrowing. We’re producing now and ramping output aggressively, with the primary goal of achieving fully-autonomous mining operations,” said Turner Caldwell, Co-Founder & CEO, Mariana Minerals.

MarianaOS: An Autonomy-First Mining Operating System
What makes Copper One unprecedented is not any single piece of autonomous equipment, but the intelligence layer coordinating them. MarianaOS integrates three core subsystems, MineOS, PlantOS, and CapitalProjectOS, into a unified platform spanning project execution through copper production.

On the mining side, Copper One will begin with integrating three best-in-class autonomous equipment platforms. Pronto’s turnkey Autonomous Haulage System (AHS) uses camera-based machine learning and Global Navigation Satellite Systems (GNSS) to enable fully driverless haul truck operation, with OEM-agnostic retrofit capability across mixed fleets. Sandvik’s AutoMine® platform enables autonomous production drilling, allowing operators to simultaneously monitor multiple surface machine operations from a remote-operations control center. And Boston Dynamics’ Spot quadruped robots autonomously patrol the open pit, heap leach pad, and solvent extraction-electrowinning (SX-EW) refinery infrastructure. All of these data feed directly into MineOS, enabling fleet-wide optimization and continuous improvement.

PlantOS extends autonomous operations into refining by integrating real-time sensor data across the entire refining process (solution chemistry, flow rates, temperature, and electrowinning cell performance) into a unified control system. Machine learning models predict process drift, automatically adjust reagent dosing, and flags maintenance needs before they impact output. The result is a continuously optimized refinery that operates with minimal human intervention.

CapitalProjectOS redefines how capital-intensive infrastructure projects are planned and executed. Traditional projects often take a decade or more and frequently suffer from chronic cost overruns. CapitalProjectOS integrates process development, engineering, procurement, construction, and commissioning data into a single platform that enables real-time progress tracking, predictive risk modeling, and automated schedule optimization. At Copper One, CapitalProjectOS is managing the expansion roadmap to scale output to 50,000 metric tons per year, coordinating heap leach pad expansions, refinery upgrades, and autonomous equipment deployment in parallel.

Built to Move Fast
While Mariana is actively constructing and developing greenfield projects – with the goal of compressing engineering, procurement, construction, and commissioning timelines leveraging CapitalProjectOS – Copper One is uniquely positioned to accelerate deployment of MarianaOS at scale. With an existing open pit mine, heap leach pad, and SX-EW refining infrastructure already in place, Mariana will rapidly ramp production that would take years to replicate elsewhere.

Mariana’s longer-term plan is to scale Copper One output to 50,000 metric tons per year of high-purity copper cathode by 2030, leveraging additional proven deposits on the property and integrating copper scrap recycling.

A Critical Supply Gap
The U.S. currently imports approximately 50% of its refined copper. With domestic demand projected to nearly double by 2035 — driven by AI data centers, defense systems, EVs, and grid modernization — the supply gap is a national security issue. The Trump Administration’s Section 232 investigation cited copper imports as a direct concern, and the Pentagon has identified critical minerals vulnerability as a threat to the defense industrial base.

Domestic operations like Copper One, and the step-change in productivity that autonomous operations deliver, have become strategically essential.

About Mariana Minerals
Mariana engineers, builds, and operates mines and refineries, using proprietary AI and machine learning tools to accelerate project execution and optimize production across critically needed metals. Copper One is Mariana’s second active project, alongside Lithium One, the world’s first GWh-scale lithium extraction facility from oil and gas produced water, currently under construction in East Texas. Mariana has raised $120 million in total capital, including a Series A led by Andreessen Horowitz with participation from Breakthrough Energy Ventures, Khosla Ventures, and strategic investors.

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SOURCE Mariana Minerals

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State CISOs Report Lower Confidence Across the Public Sector Cyber Ecosystem, 2026 NASCIO-Deloitte Survey Finds

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The 2026 National Association of Chief Information Officers – Deloitte biennial cybersecurity study finds state officials face increasingly sophisticated threats, including new artificial intelligence-enabled tactics, and highlights steps CISOs are taking to better protect public data and critical digital services

NEW YORK, April 27, 2026 /PRNewswire/ — 

Key takeaways

The survey of Chief Information Security Officers (CISOs) from all 50 states and two territories found that just 26% of state CISOs are “extremely” or “very” confident that their state’s information assets are protected from cyber threats, down from 48% in 2022.Implementing effectiveness metrics is now CISOs’ top priority: 49% named it a top cybersecurity initiative in 2026, up from 15% in 2022.Nearly all state CISOs (94%) said they are involved in developing Generative AI security policies and 84% are involved in Generative AI strategy development.Budget pressure is rising with 16% of CISOs reporting their budgets have been cut, up from none in 2024.The percentage of CISOs who described themselves as “not very confident” in the ability of local government and public higher education to secure public data rose significantly, from 35% in 2022 to 63% in 2026.

Why this decline in confidence matters
States share data and systems with counties, cities, and public colleges and universities, so a vulnerability in one network can cascade, exposing personal information, disrupting essential services and driving costly incident response. As attackers adopt AI-enabled tactics, the urgency is growing for faster coordination, clearer policy and stronger baseline defenses across the public sector. This may explain why roughly one-fifth of CISOs indicated that their states were moving toward a “whole-of-state” approach to cybersecurity.

Metrics reporting becomes CISOs’ top priority
Top priorities for CISOs have shifted since the 2024 survey. When asked to identify their states’ top cybersecurity initiatives for 2026, half of CISOs named implementing effectiveness metrics (49%, up from 25% in 2024 and 15% in 2022). Capturing the effectiveness of cyber spending can be difficult, but without metrics, it is challenging to show the benefits of investments. Tracking operational, compliance and risk-based key performance indicators, such as incident response time and phishing click rate, can help demonstrate the return on cyber investment.

AI both accelerates threats and becomes a frontline defense
AI is accelerating the scale and sophistication of attacks targeting public sector systems, making it easier and cheaper for adversaries to generate and automate cyberattacks. CISOs also point to an emerging threat toolkit, including deepfakes that can fool people and evade detection, AI agents that probe for weaknesses and adapt, and AI-driven ransomware-as-a-service operations.

At the same time, CISOs describe AI as a practical way to keep pace, using it to triage security alerts, summarize events, and explore faster report creation, threat identification and training. Several states are already utilizing Generative AI in core security operations, including security information and event management (SIEM) and security orchestration, automation and response (SOAR). The report also underscores how central CISOs have become to state AI efforts.

Key quotes
“We’re seeing more states move toward a ‘whole-of-state’ cybersecurity approach where the state helps extend protection beyond state agencies to local governments, public education and other critical entities that can become an entry point for attackers. At its core, it’s about scaling capabilities through shared services and better collaboration so a weakness in one part of the ecosystem doesn’t become a statewide incident. Many states are looking to scale capabilities through security operations centers and regional support, so counties, cities and schools can benefit from the same cyber-defense muscle as the enterprise.”

Mike Wyatt, Stale local and higher education cyber risk leader, Deloitte

“It’s an encouraging development that state CISOs are being placed at the center of Generative AI security. They are helping shape the strategy, establishing security policies and reviewing proposed use cases. By being involved from the beginning, CISOs are helping governments move faster without sacrificing safeguards because security and governance complement each other. We’re also seeing CISOs explore practical uses of AI to strengthen day-to-day defense, while putting clearer guardrails around responsible uses.”

Meredith Ward, deputy executive director, NASCIO

Additional data
To read the 2026 NASCIO-Deloitte report in its entirety, click here.

About NASCIO
The National Association of State Chief Information Officers is the premier network and resource for state CIOs and a leading advocate for technology policy at all levels of government. NASCIO represents state chief information officers and information technology executives from the states, territories, and the District of Columbia. For more information about NASCIO visit www.nascio.org.

As used in this document, “Deloitte” means Deloitte & Touche LLP, a subsidiary of Deloitte LLP. Please see www.deloitte.com/us/about for a detailed description of our legal structure. Certain services may not be available to attest clients under the rules and regulations of public accounting.

 

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SOURCE Deloitte

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Duck Creek Kicks Off Formation ’26 as Strong Fiscal Momentum Signals Accelerating Demand for its Intelligent Core Insurance Platform

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Company highlights double-digit SaaS growth, global expansion, and launch of its new agentic AI platform as industry leaders gather in Orlando

BOSTON, April 27, 2026 /CNW/ — Duck Creek Technologies, the intelligent core of insurance, today kicks off Formation ’26: Agents of Innovation, its flagship user conference, as the company builds strong momentum in the first half of fiscal 2026, marked by double-digit year-over-year SaaS ARR growth fueled by new logos and expansion across its global customer base.

Duck Creek’s strong start to fiscal 2026 reflects this demand, with double-digit new customer wins and existing customer expansions across its core, specialty, and AI-powered solutions. Adoption of Duck Creek’s intelligent cloud continues to scale globally. Insurers are selecting Duck Creek for its enterprise depth including policy, billing, claims, rating, loss control, reinsurance, distribution management, and payments solutions to operate faster, more accurately, and maintain regulatory compliance.

“We are expanding our leadership in insurance technology with more than 370 customers globally. Including 33 of the top 50 North American insurers,” said Hardeep Gulati, Chief Executive Officer of Duck Creek. “Insurers modernizing their core systems are looking for more from their technology. They need a trusted partner like Duck Creek with proven enterprise scale and speed-to-value to help them drive profitable impact and growth. At Formation, we are excited to announce our new agentic platform that will help further improve the combined ratios for insurers with more than $150B in premium flowing through Duck Creek annually.”

Formation ’26 will bring together more than 800 insurance professionals, ecosystem partners, and industry leaders to explore how technology is transforming the insurance lifecycle. The event underscores growing market demand for intelligent, cloud-native platforms that enable insurers to accelerate cloud migration, product development, and automate core insurance workflows to accelerate decision-making and improve operational agility. A highlight of the event will be Duck Creek unveiling its agentic AI platform and showcasing live demonstrations of agentic applications and agents.

Formation ’26 will feature a distinguished lineup of guest speakers joining Gulati during his keynote, including Stephen Lord, Global CIO of AXIS Capital, and Monti Saroya, Senior Managing Director and Co-Head of the Flagship Fund at Vista Equity Partners. Together, they will share perspectives on large-scale transformation, AI adoption, and the future of agentic insurance.

The conference will also include a customer panel moderated by Chief Operating Officer Chris McCloskey, featuring leaders from Core Specialty, Europ Assistance, and Arbella Insurance, who will discuss their transformation journeys and business outcomes achieved through modern core systems. An analyst panel moderated by SVP of Sales William Magowan will bring together experts from AM Best, Celent, and Datos Insights to provide an external view on market trends and innovation benchmarks.

Customer Momentum

Millers Mutual Insurance advanced its modernization strategy with Duck Creek OnDemand, implementing Policy, Billing, and Reinsurance Clarity to modernize its core systems and support continued growth in the multifamily housing insurance market.Anchor Group Management Inc. partnered with Duck Creek to modernize its insurance payments infrastructure, enabling more streamlined billing processes and improved digital payment experiences for policyholders.Frankenmuth Insurance adopted Duck Creek OnDemand Distribution Management to transform how it manages agencies and producers, increasing visibility, improving operational efficiency, and strengthening collaboration across its distribution network.Indigo Insurance turned to Duck Creek OnDemand to accelerate its modernization strategy and support rapid growth, gaining a scalable cloud-based core platform designed to bring new products to market faster.Encova Insurance went live on an upgraded Duck Creek OnDemand Distribution Management system, unifying agency operations across lines of business, streamlining onboarding, and improving the overall agent experience.New Zealand’s Medical Assurance Society (MAS) selected Duck Creek’s full suite of core solutions delivered via OnDemand to modernize its general insurance business, enhance member experiences, and support a broader digital and data-driven transformation.Country-Wide Insurance selected Duck Creek Clarity to strengthen its data and analytics capabilities, enabling real-time insights and preparing for its upcoming OnDemand go-live with Active Delivery.Fortegra selected Duck Creek Reinsurance and Duck Creek Clarity to modernize financial operations, improve portfolio transparency, and support continued growth across products, geographies, and distribution models.Duck Creek secured more than a dozen additional new customer engagements across commercial specialty and personal lines.

Industry Recognition

Named a Leader in the 2025 Gartner Magic Quadrant for SaaS P&C Insurance Core Platforms North America, marking the seventh consecutive year the company has been recognized as a Leader.Named a Leader in the Everest Group 2025 Underwriting Orchestration Products PEAK Matrix Assessment, recognizing Duck Creek’s strength in delivering AI-driven underwriting, integrated core workflows, and measurable value across global P&C carriers.Featured in Everest Group’s 2026 Voice of the Customer Report for Insurance CXOPs, outperforming both core system peers and the market average, with customers citing strengths in seamless implementation, deep core system integration, and enterprise scalability and more.Received the 2025 IDC FinTech Real Results Award for Insurance Transformation for measurable customer outcomes.

About Duck Creek

Duck Creek is the intelligent core that leading insurers choose to build on. Purpose-built for property and casualty (P&C) and general insurance, Duck Creek unifies the full insurance lifecycle on a single platform with one data foundation. As an agentic platform, it connects intelligence across underwriting, policy, billing, claims, and payments workflows where decisions are made and compliance is non-negotiable. Duck Creek enables carriers to launch products faster, adapt quickly to change, and grow with precision and confidence. Solutions are available individually or as a full suite via Duck Creek OnDemand. Visit www.duckcreek.com and follow Duck Creek on LinkedIn and X.

Media Contacts:  
Marianne Dempsey / Tara Stred  
duckcreek@threeringsinc.com

 

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SOURCE Duck Creek Technologies, Inc.

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