data platform
30 articles about data platform in AI news
A Practitioner's Hands-On Comparison: Fine-Tuning LLMs on Snowflake Cortex vs. Databricks
An engineer provides a documented, practical test of fine-tuning large language models on two major cloud data platforms: Snowflake Cortex and Databricks. This matters as fine-tuning is a critical path to customizing AI for proprietary business use cases, and platform choice significantly impacts developer experience and operational complexity.
Building an Agentic Enterprise Control Plane on Snowflake: A Technical Blueprint
Snowflake Intelligence and Cortex Code now enable a fully embedded agentic AI control plane. This article provides a tested, end-to-end blueprint for building a production-grade Streamlit dashboard that integrates five enterprise tables with six Cortex AI functions, all governed by existing data platform RBAC.
Chow Tai Fook Partners with Microsoft to Develop 'Hyper-Intelligence' for
The world's largest jeweler, Chow Tai Fook, has entered a strategic collaboration with Microsoft to co-develop an AI and data platform termed 'Hyper-Intelligence.' The initiative aims to redefine customer experience and operational efficiency across the global luxury retail sector.
Anthropic Launches Claude Platform on AWS — AWS Billing, IAM, CloudTrail
Anthropic launched Claude Platform on AWS, a native API with AWS billing, IAM, and CloudTrail. Same models and pricing as direct API; data stays at Anthropic, not AWS.
xyOps Launches Self-Hosted AI Workflow Orchestration Platform
A new platform, xyOps, has launched as a self-hosted, open-source workflow orchestrator. It aims to connect AI/ML automation jobs to external tools and data sources, positioning itself against cloud-centric platforms.
CRM Platforms Are Evolving into AI Agent Hubs
The article reports a strategic shift where CRM systems like Salesforce and HubSpot are becoming platforms for deploying and managing AI agents. This evolution enables automated, multi-step customer interactions directly within the customer data environment.
Georgia Tech Launches Free, Interactive Data Structure & Algorithm Visualization Tool
Researchers at Georgia Tech have released a free, web-based educational tool that generates real-time, interactive animations for data structures and algorithms. The platform aims to improve comprehension by visually demonstrating code execution step-by-step.
UniScale: A Co-Design Framework for Data and Model Scaling in E-commerce Search Ranking
Researchers propose UniScale, a framework that jointly optimizes data collection and model architecture for search ranking, moving beyond just scaling model parameters. It addresses diminishing returns from parameter scaling alone by creating a synergistic system for high-quality data and specialized modeling. This approach, validated on a large-scale e-commerce platform, shows significant gains in key business metrics.
LeBonCoin's Strategic Bet: Adopting Spotify's Confidence Platform to Scale Experimentation
LeBonCoin, France's leading classifieds platform, replaced its legacy in-house A/B testing tool with Spotify's new Confidence platform. This strategic shift aimed to democratize experimentation across 70+ feature teams, handle 35B+ annual impressions, and enforce a data-driven, privacy-compliant culture.
Palantir Maven + Anthropic Claude AI System Processes Classified Data to Generate 1,000 Military Targets in 24 Hours
The US military used Palantir's Maven platform integrated with Anthropic's Claude AI to analyze classified data streams and generate approximately 1,000 target packages within 24 hours, accelerating a workflow that previously took days or weeks.
AI Agents Gain Financial Autonomy: New Tool Enables AI to Purchase Premium Data
A groundbreaking development allows AI agents to autonomously pay for high-quality data through premium APIs. The system self-determines budget allocation with zero manual setup, currently operational across multiple AI platforms.
Palantir and NVIDIA Forge Strategic Alliance to Power Next-Generation AI Platforms
Palantir Technologies and NVIDIA have announced a major collaboration to develop enterprise AI platforms. The partnership aims to integrate Palantir's data analytics with NVIDIA's accelerated computing to deliver powerful AI solutions for government and commercial sectors.
Salesforce Launches Agentforce Contact Center, a Native CCaaS Platform
Salesforce has launched Agentforce Contact Center, a fully native contact-center-as-a-service (CCaaS) platform built directly into its CRM. This eliminates the need for third-party telephony integrations, unifying voice, digital channels, AI agents, and customer data on a single screen.
AI Infrastructure Shakeup: Meta Steps In as Oracle-OpenAI Texas Data Center Deal Collapses
Oracle and OpenAI have abandoned plans to expand a flagship AI data center in Texas, with Meta Platforms now negotiating to lease the site. The collapse highlights the complex financing and strategic challenges in building billion-dollar AI infrastructure.
Beyond Product Recommendations: How AI Wellness Platforms Create Lifetime Luxury Clients
Norisia's AI-powered wellness platform demonstrates how luxury brands can move beyond transactional relationships to holistic client care. By analyzing biometric and lifestyle data, AI creates personalized wellness regimens that deepen emotional connections and drive recurring revenue.
Databricks: Best MCP Server for Enterprise Docs Is a Custom Build
Databricks recommends custom MCP servers for enterprise docs. No off-the-shelf solution exists for searchable access to proprietary documentation.
MIRA Benchmark Tests Cross-Category IR Across 4 Scholarly Data Types
MIRA benchmark tests cross-category retrieval across four scholarly data types using real user queries and LLM-assisted judgments.
Nokia Deploys Agentic AI Agents Across Fixed Network Platforms
Nokia launched agentic AI agents across its fixed network platforms to automate troubleshooting and accelerate fiber deployment by 25%.
Future AGI Open-Sources Platform to Stop Agent Hallucination
Future AGI open-sourced a full platform that aims to eliminate silent hallucination in production AI agents, offering runtime monitoring and intervention tools.
Oracle Nabs $16B for Michigan AI Data Center, Rivaling Google Cloud
Oracle has secured $16 billion in funding for a massive AI data center in rural Michigan, a move that pits it directly against Google Cloud and other hyperscalers in the race to build AI infrastructure.
FalkorDB: Graph Database for Multi-Hop AI Queries in Milliseconds
FalkorDB, an open-source graph database, stores connections as a sparse matrix to accelerate multi-hop queries by 100x. Combined with built-in vector search, it enables GraphRAG systems that answer complex relational questions without pre-built articles.
Google Cloud Next '26: 8th-gen TPUs, agent platform, $750M fund
At Cloud Next 2026, Google unveiled two 8th-gen TPU chips, a Gemini-based enterprise AI agent platform, and a $750 million partner fund to drive secure, large-scale automation and heavy AI workloads.
Tencent Releases MegaStyle: 1.4M AI-Generated Image Style Dataset
Tencent has open-sourced MegaStyle, a 1.4 million image dataset for style transfer and text-to-image fine-tuning. It was generated by systematically pairing 170,000 style prompts with 400,000 content prompts using the Qwen-Image model.
A Reference Architecture for Agentic Hybrid Retrieval in Dataset Search
A new research paper presents a reference architecture for 'agentic hybrid retrieval' that orchestrates BM25, dense embeddings, and LLM agents to handle underspecified queries against sparse metadata. It introduces offline metadata augmentation and analyzes two architectural styles for quality attributes like governance and performance.
Microsoft's Fairwater AI Data Center Launches Early, Boosts Azure Capacity
Microsoft has launched its Fairwater AI data center ahead of schedule. The facility adds significant high-performance computing capacity to Azure's AI infrastructure, crucial for training and running large models.
Nvidia's Silicon Photonics Roadmap Targets AI Data Center Bottlenecks
Nvidia is developing its own silicon photonics-based interconnects to address the growing data transfer bottleneck within AI data centers and supercomputers. This move is critical as AI model size and cluster scale continue to grow exponentially.
AI Datacenter Spend Hits 5-7 Manhattan Projects Yearly at $250-300B
Inflation-adjusted global datacenter CapEx reaches $250-300B annually, equivalent to 5-7 Manhattan Projects per year. This quantifies the unprecedented infrastructure investment driving the AI boom.
Satellite Data Shows 40% of 2026 AI Data Centers at Risk of Delay
Geospatial analytics firm SynMax reports that at least 40% of AI data centers scheduled for 2026 completion are at risk of delays exceeding three months, based on satellite imagery analysis of construction progress at sites for OpenAI, Microsoft, and Oracle.
Daydream Launches Generative AI Platform Targeting Fashion Personalization
Daydream has announced a generative AI platform specifically positioned to tackle the 'personalization gap' in fashion. This represents another entry in the competitive landscape of AI-powered retail personalization tools.
Google, CoreWeave Sell Record $5.7B in Junk Bonds for AI Data Centers
Google and its partner CoreWeave sold a record $5.7 billion in high-yield bonds to fund AI data center expansion. The deal was oversubscribed, showing strong investor appetite for AI infrastructure debt.