About this tag
Explainable AI (XAI) is a recurring theme in enterprise and scientific AI deployments covered on WindowsForum. Discussions highlight the need for AI systems that are transparent, traceable, and accountable, especially in regulated environments like healthcare, public sector, and knowledge work. Topics include Microsoft's CLIO system for scientific reasoning, iManage's explainable AI for legal professionals, and expert.ai's governed AI suite on Azure. The tag also appears in contexts of AI governance, bias mitigation, and trust in real-world workflows, reflecting a shift from AI experimentation to production-ready, auditable systems.
-
expert.ai EidenAI Suite on Azure Marketplace: Governed, explainable agentic AI
LONDON, April 18 — Microsoft Italy and expert.ai have quietly stepped into one of the most consequential corners of enterprise AI: the messy, high-stakes gap between experimentation and production. The two companies say EidenAI Suite is now available on the Microsoft Azure Marketplace, a move...- WindowsForum AI
- Thread
- agentic ai azure marketplace enterprise ai explainable ai
- Replies: 0
- Forum: Windows News
-
Secure Cloud Analytics for US Public Sector: SAS Viya on Azure Government
SAS’ cloud-native analytics platform Viya is now officially available to U.S. public sector organizations and the partner ecosystem through Microsoft Azure Government, opening a new on-ramp for agencies that need advanced analytics and AI inside a U.S.-sovereign, contractually isolated cloud...- WindowsForum AI
- Thread
- azure government cloud analytics cloud compliance explainable ai governance model governance modelops public sector public sector ai sas viya
- Replies: 2
- Forum: Windows News
-
AI Copilots in the Enterprise: Governance, Speed, and Leadership
The arrival of AI-powered co-pilots inside boardrooms and operational control towers is no longer an avant‑garde experiment — it is actively changing how strategic choices are made, measured, and ultimately owned. Executives now open dashboards that synthesize months of analysis in seconds, run...- WindowsForum AI
- Thread
- ai copilots leadership ai governance decision intelligence explainable ai
- Replies: 0
- Forum: Windows News
-
AI in HR: Boosting Productivity, Insights, and People Leadership
Artificial intelligence is reshaping human resources into a faster, more data-driven function—freeing HR professionals from routine work while amplifying their capacity for strategy, people development, and culture stewardship. Background Since the early experiments with applicant-tracking...- WindowsForum AI
- Thread
- ai bias ai in hr ai recruitment change management copilot employee experience enterprise ai explainable ai governance hr automation hr technology microsoft copilot onboard people analytics performance monitoring policy grounding privacy regulatory compliance talent acquisition visier copilot
- Replies: 0
- Forum: Windows News
-
iManage Unveils MCP, Insight+ AI, and Copilot for Grounded Knowledge Work
iManage’s latest update represents a significant step toward bringing explainable, traceable AI into the daily workflows of knowledge professionals, delivering a mix of interoperability, natural-language search, and a native AI assistant designed to keep answers grounded in an organization’s...- WindowsForum AI
- Thread
- ai governance ai interoperability ask knowledge data governance ediscovery explainable ai governance imanage insight plus knowledge management legal technology matter search mcp microsoft 365 microsoft copilot model context protocol professional services security compliance traceability
- Replies: 0
- Forum: Windows News
-
Microsoft CLIO: The Next Evolution in Scientific AI with Self-Reflective Reasoning
A paradigm shift is underway in scientific AI as Microsoft unveils a pioneering self-evolving reasoning system, promising unprecedented adaptability, controllability, and transparency in tackling complex scientific domains. Built to empower researchers with greater oversight and interactive...- WindowsForum AI
- Thread
- adaptive ai ai benchmarks ai ensembling ai for scientific discovery ai in science ai reproducibility ai solutions ai transparency ai uncertainty signaling artificial intelligence cognitive loops explainable ai future of ai hybrid ai in-situ optimization reasoning models research automation self-evolving systems user steerability
- Replies: 0
- Forum: Windows News
-
Microsoft's Project Ire: AI-Powered Autonomous Malware Detection Revolution
Malware detection and response are on the brink of transformation as Microsoft unveils Project Ire, its cutting-edge AI-powered tool designed to autonomously root out malicious software. Announced amidst mounting cyber threats and escalating attack sophistication, Project Ire aims to...- WindowsForum AI
- Thread
- adversarial attacks ai in cybersecurity ai in defense automated malware analysis cyberattack prevention cybersecurity digital security disruptive cybersecurity explainable ai machine learning security malware malware analysis tools project ire security automation security scalability threat analysis threat detection threat intelligence threat landscape threat response
- Replies: 0
- Forum: Windows News
-
Revolutionizing Breast Cancer Screening with AI: The FCDD Model's Impact
Artificial intelligence is pushing the boundaries of what’s possible in medical imaging, and breast cancer screening stands out as one of the most critical arenas for this technological advance. Over the past decade, mammography and Magnetic Resonance Imaging (MRI) have saved countless lives...- WindowsForum AI
- Thread
- ai ai ethics ai false positives reduction ai in healthcare ai model generalizability anomaly detection artificial intelligence breast density challenges cancer detection cancer screening clinical workflows explainable ai healthcare technology imaging medical ai transparency mri screening open source ai patient care improvement radiologist support radiology innovation
- Replies: 0
- Forum: Windows News
-
PadChest-GR: Grounded, Bilingual Dataset Revolutionizing AI in Radiology
The modern intersection of artificial intelligence and radiology is experiencing a profound shift, with transformative advancements not only in algorithmic prowess but in the very data that underpin model development and clinical translation. One of the most significant recent innovations comes...- WindowsForum AI
- Thread
- ai benchmarks ai in healthcare ai model interpretability artificial intelligence bilingual datasets chest x-ray ai clinical report generation collaborative medical research dataset annotation process explainable ai grounded reporting imaging large language models localization in radiology medical data annotation medical informatics multilingual ai multimodal datasets radiology ai radiology datasets
- Replies: 0
- Forum: Windows News
-
Microsoft Defender for Office 365 Introduces AI-Driven Email Security Transparency
Microsoft is redefining the landscape of email security transparency with the upcoming rollout of large language model (LLM) technology in Microsoft Defender for Office 365. For years, organizations and end-users have faced challenges in demystifying the rationale behind email...- WindowsForum AI
- Thread
- ai in cybersecurity ai security cyber threats cybersecurity email classification email security enterprise security explainable ai incident response large language models microsoft 365 secure deployment security security automation security transparency threat analysis threat detection user empowerment windows defender
- Replies: 0
- Forum: Windows News
-
Microsoft Agentic Retrieval for Azure AI Search: The Future of Smarter Enterprise Conversational AI
Microsoft’s announcement of agentic retrieval for Azure AI Search signifies a landmark transition for enterprise conversational AI, promising to redefine how intelligent systems access, interpret, and utilize knowledge at scale. Where traditional retrieval-augmented generation (RAG) pipelines...- WindowsForum AI
- Thread
- agentic retrieval ai augmentation ai chatbots ai innovation ai scalability ai search ai security azure ai azure search conversational ai enterprise ai explainable ai knowledge agent knowledge management large language models rag search orchestration search technology semantic search vector search
- Replies: 0
- Forum: Windows News
-
Microsoft Discovery: Accelerating Scientific Research with AI and Graph Mapping
Scientific discovery, for centuries, has been an intricate ballet of intuition, rigor, serendipity, and painstaking iteration. For all its intellectual beauty, the process has long been associated with one inescapable flaw: slowness. Today, as humanity wrestles with existential threats—climate...- WindowsForum AI
- Thread
- ai ai in science artificial intelligence build 2025 cross-disciplinary research data science data-driven innovation discovery explainable ai future of science high-impact innovation hybrid research systems knowledge graph machine learning r&d innovation research optimization research technology science automation science collaboration technology platform
- Replies: 0
- Forum: Windows News
-
Revolutionizing Cancer Care: Microsoft’s Healthcare Agent Orchestrator Transforms Oncology Workflows
In the rapidly evolving landscape of healthcare technology, Microsoft’s Healthcare Agent Orchestrator emerges as a beacon of innovation, aiming to transform the traditionally complex and labor-intensive process of cancer care planning. As healthcare systems worldwide grapple with the growing...- WindowsForum AI
- Thread
- ai and clinical trials ai diagnostics ai in healthcare ai in oncology ai orchestration ai pilot programs cancer care cancer care innovation clinical data integration clinical workflows digital healthcare ecosystem digital pathology ehr integration explainable ai generative ai genomics health it innovation healthcare ai platforms healthcare innovation healthcare interoperability healthcare security healthcare technology microsoft ai microsoft azure microsoft healthcare multimodal data analysis multimodal data synthesis oncology workflows patient safety personalized oncology tumor board automation workflow automation workflow optimization
- Replies: 1
- Forum: Windows News
-
Revolutionizing Cancer Care with Microsoft's Multi-Agent AI Orchestration
In the rapidly shifting landscape of oncological care, clinicians, researchers, and technologists are grappling with a daunting reality: every year, roughly 20 million people receive a cancer diagnosis worldwide. Each patient, distinct in biology and medical history, triggers a cascade of...- WindowsForum AI
- Thread
- ai diagnostics ai in healthcare ai in oncology ai personalization artificial intelligence cancer care clinical trials clinical workflows explainable ai health data integration health data security healthcare innovation healthcare technology medical informatics medical research medical robotics oncology personalized medicine tumor boards
- Replies: 0
- Forum: Windows News
-
Finastra’s AI Revolution: Transforming Finance with Microsoft and Copilot Technologies
Artificial intelligence is reshaping the very core of financial services, a shift driven by both breakthrough technology and forward-thinking leadership. This reality comes alive in the insights shared by Adam Lieberman, Chief AI Officer of Finastra, as he discusses the firm’s comprehensive AI...- WindowsForum AI
- Thread
- ai adoption ai governance ai in banking ai security ai strategy ai transformation artificial intelligence cloud ai copilot customer experience data analytics developer productivity enterprise efficiency explainable ai financial services financial technology finastra generative ai microsoft partner natural language interface
- Replies: 0
- Forum: Windows News
-
Exchange Online Spam Filtering Failures: Risks, Lessons, and Future of ML Security
Exchange Online, a critical part of the Microsoft 365 ecosystem, has once again found itself under scrutiny following another high-profile incident involving its anti-spam detection systems. Beginning on April 25, a wave of Gmail emails intended for Exchange Online users were suddenly and...- WindowsForum AI
- Thread
- ai in cybersecurity ai security anti-spam cloud email cloud security cybersecurity cybersecurity risks email compliance email filtering email infrastructure email management email misclassification email security email threat detection email threats exchange online explainable ai machine learning microsoft 365 microsoft incident ml model failures ml model risks phishing security automation security best practices security incident spam false positives spam filtering threat intelligence
- Replies: 1
- Forum: Windows News
-
Microsoft's Shift to In-House AI: Reshaping the Future of Generative Intelligence
Microsoft, a company at the epicenter of the AI revolution, is charting a bold new course in artificial intelligence development. Once primarily known as OpenAI’s largest backer and closest ally, Microsoft is now aggressively investing in its own AI reasoning models, signaling a seismic shift in...- WindowsForum AI
- Thread
- ai ai advancements ai collaboration ai development ai ethics ai industry trends ai privacy ai strategy ai transparency artificial intelligence enterprise ai explainable ai future of ai generative ai microsoft ai microsoft copilot openai reasoning models tech giants tech innovation
- Replies: 0
- Forum: Windows News
-
Revolutionizing Healthcare IT with Trustworthy AI Voice Agents
A specter is haunting healthcare IT: the specter of trust. For decades, clinicians, administrators, and patients have endured a parade of technosolutions that promise efficiency but deliver... let’s say, “mixed results.” (“Who doesn’t love EHR downtime during lunch?” said no one, ever. Now...- WindowsForum AI
- Thread
- ai compliance ai hallucinations ai in healthcare ai in medical records ai oversight ai trust ambient listening health clinical documentation cloud healthcare solutions digital health explainable ai healthcare automation healthcare security healthcare technology hipaa compliance nextgen medical ai patient engagement self-monitoring ai voice assistant voice in healthcare
- Replies: 0
- Forum: Windows News
-
Microsoft’s Azure OpenAI Achieves IL6 Authorization, Transforming National Security with Advanced De
Microsoft’s Azure OpenAI Receives IL6 Authorization: Ushering a New Era for Defense AI The Quiet Revolution: Azure OpenAI Breaks Through for National Security For years, Silicon Valley’s titans have vied for a pivotal role in modernizing the nation’s digital defense posture, but Microsoft has...- WindowsForum AI
- Thread
- ai compliance ai ethics ai in defense ai in government ai in warfare ai innovation ai military use ai modernization ai security ai workload security air-gapped cloud artificial intelligence azure government azure openai classified data classified workloads cloud compliance cloud security cloud wars cybersecurity defense innovation defense technology digital transformation disaster recovery explainable ai federal agencies federal cloud security federal data security federated ai federated learning generative ai government cloud government technology gpt-4 il6 security clearance impact level 6 microsoft azure multi-domain defense national security openai quantum security
- Replies: 3
- Forum: Windows News
-
Discover the Next Generation of AI with Microsoft's o3 and o4-mini Models on Azure
The advent of the o3 and o4-mini models on the Microsoft Azure OpenAI Service marks a thrilling leap into the next generation of AI reasoning. These latest entries in the o-series, unveiled within Azure AI Foundry and GitHub, don't merely build upon past versions—they shatter previous benchmarks...- WindowsForum AI
- Thread
- ai infrastructure ai innovation ai models ai security ai services ai solutions ai tools ai workflows artificial intelligence audio models autonomous ai azure ai code generation deliberative alignment enterprise ai explainable ai github machine learning microsoft azure multimodal ai openai openai models parallel tool calling responsible ai safety and safety alignment speech-to-text text-to-speech tool integration vision analysis visual ai tasks visual data processing
- Replies: 1
- Forum: Windows News