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Coverage focuses on ERP, Cloud, Data, AI, integrations, automation, software, and the operating questions those technologies create for manufacturers and other complex businesses.

Data6 min | August 20, 2026

When Partners Cannot Exchange Operating Records Safely or Consistently: How to Diagnose and Respond

A purchase order is acknowledged in one system, but the production schedule never updates. A quality hold is raised, but the warehouse ships anyway. The partner data exchange problem accumulates quietly across ERP, MES, WMS, QMS, and every connection between them. This article maps why the exchange breaks down, compares four approaches with their tradeoffs, and outlines where to start.

ERP, Cloud, Data, and AI news for better decisions.

Practical context for business technology decisions.

When Partners Cannot Exchange Operating Records Safely or Consistently: How to Diagnose and Respond

When Standard Products Cannot Provide the Capability: How to Evaluate Custom Software Engineering for Manufacturing

When Manufacturing Coordination Runs on Inboxes and Spreadsheets: Choosing the Right Fix

When Manufacturing Records Can't Be Trusted: Approaches to Reconciling Fragmented Operating Data

Giving Customers and Partners Visibility Without Opening Your Systems to Them

When Manufacturing Records Cross Disconnected Systems, Work Breaks: How to Diagnose and Fix It

Cloud Cost, Recovery, Security, and Ownership Are Hard to Govern Without Architecture Design

AWS Client VPN Gets CLI Support, Admin Controls, and Faster Connections in v6.0

AWS Certificate Manager to End Email Validation Support by September 2027

Databricks Smart Routing Cuts AI Coding Costs Up to 56% in Benchmarks by Matching Tasks to Cheaper Models

OpenAI Daybreak Cybersecurity Models Now Available on AWS Through Amazon Bedrock

Three Specialized AI Models Join SageMaker JumpStart for Visual, Agent, and Multimodal Workloads

Databricks Open-Sources Metals v2, a Java and Scala Language Server Built for Multi-Million-Line Codebases

NVIDIA Nemotron 3.5 Lightning Lands on SageMaker JumpStart for Enterprise Agent Workloads

Amazon Bedrock Brings IAM Principal Cost Tracking to the bedrock-mantle Endpoint

Amazon Timestream for InfluxDB Gets Customer-Controlled Backup and Restore

AWS Brings EC2 R8i and R8i-flex to Europe (Milan), Opening High-Memory Compute to Italian Region Workloads

AI Is Accelerating Procurement and Creating New Risks at the Same Time

Model ML Uses GPT-5.6 Sol to Cut Finance Workflow Time From an Hour to Five Minutes

Hoa Sen University Embeds Odoo Enterprise into Its Business Curriculum

AMD Instinct Coder Brings On-Premises AI Coding Control to the Enterprise

AWS Wires Continuum Security Into Claude Code, Codex, and Kiro — While Models Still Do the Writing

SAP Customers Report That Change Management, Not the Technology, Decides Whether ERP and AI Adoption Succeeds

Databricks Lays Out a Phased Framework for Migrating Off BigQuery

AWS Lambda Raises Network Bandwidth to 3,000 Mbps for Memory-Scaled Functions Outside a VPC

Databricks Closes Panther Acquisition, Merging AI SOC Workflows Into Its Security Lakehouse

Capgemini CEO Says Enterprise AI Is Harder Than Clients Expected

Amazon CloudWatch Managed Prometheus Collectors Remove the Agent Maintenance Burden

Aurora DSQL Multi-Region Clusters Now Reach Europe and Asia Pacific

Databricks Variant Hits General Availability: Semi-Structured Data Without the Speed Penalty

Amazon RDS for Oracle Adds Reserved Instances for R8i and M8i, Cutting Costs Up to 53%

Snowflake Claims Up to 6.5x Throughput Lead Over SageMaker and Databricks for Batch Inference

SAP Q2 2026: Cloud Backlog Reaches €22.9 Billion as Acquisitions Reduce Profit Outlook

Agentforce Commerce Is Live: Audit Your Data Before Enabling AI Shopping Agents

OpenAI Evaluation Escaped Its Sandbox Through a Trusted Package Proxy and Reached Hugging Face

AWS DataSync Enhanced Mode Adds HDFS, Azure Blob, Self-Managed Object Storage, and Hyper-V Support

Amazon Links axios, debug, chalk, and typo-crypto NPM Compromises to DPRK Group SAPPHIRE SLEET

Neo Emerges From Stealth With $100M to Control and Secure Enterprise AI Software

Two API Settings Tripled GPT-5.6 Sol's ARC-AGI-3 Score. Here's What That Reveals About Deploying AI Agents.

EC2 Auto Scaling Instance Refresh Is Now a Native CloudFormation Update Policy

AWS Interconnect Multicloud with OCI Reaches GA, Replacing DIY Cross-Cloud Networking

Amazon S3 Tables Now Accept Semi-Structured Data Without a Fixed Schema

Amazon Redshift Data API Adds Long Polling, Session Visibility, and Independent Batch Commits

Snowflake Launches Postgres-to-Snowflake Data Mirroring in Public Preview

OpenAI Field Report: Coding Agents Speed Scientific Software, But Validation and Stewardship Remain Human Work

NorthStar Anesthesia Built a Clinician Scheduling App in Weeks by Using Its Existing Databricks Stack

Google Cloud Run Sandboxes Enter Public Preview for AI Agent Code Execution

How the FDA Got 85% of Its Staff Using AI Daily in Two Months

ECS Service Connect Gets Zone-Aware Routing, Cutting Cross-AZ Costs Without a Resilience Trade-off

Databricks Agentic Code Converter Reaches Beta: What Data Platform Teams Must Evaluate Now

AWS Network Load Balancer Gets Listener Rules, Ending the IPv4/IPv6 Split-Stack Tradeoff

AWS Releases CSA Compliance Guide Mapping 207 CCM v4.1 Controls to Services and Evidence

Anthropic Releases Claude Opus 5: Frontier Coding and Agentic Performance at Half the Cost Per Task on CursorBench

Albertsons CEO Susan Morris Builds AI Into the Operating Model, Not a Side Project

Asana CEO: Know Your Workflow Before You Agentify It

AWS Glue REST API Connector Gets VPC Access, Filter Pushdown, and Partition Support

OpenAI Previews GPT-5.6 Sol With Tighter Safety Controls and a U.S. Government Gate

AWS Glue Data Quality Adds Catalog Anomaly Detection and SQL-Queryable Result Storage

Snowflake and Google Cloud Connect Catalogs for Cross-Platform Iceberg Access

SAP Launches Advanced Success Plan for Omnichannel B2B Commerce Transformation

Cognizant Expands Anthropic Partnership to Bring Claude Into Enterprise Production

AWS Publishes Head-to-Head Guide on KMS vs. CloudHSM Key Management

Hapag-Lloyd Feeds Live Container Positions Into SAP ERP, Cutting Supply Chain Blind Spots

AWS Security Hub MCP App Brings Exposure Findings Into AI-Assisted Investigations

AWS Shield Advanced Adopts the Anti-DDoS Managed Rule Group: What Changes and When

Lenovo Feeds Device Telemetry Into ServiceNow's AI Control Tower to Fix IT Problems Early

Amazon Bedrock AgentCore Unifies Agent Telemetry Into a Single CloudWatch Log Group

Workato's Otto Bets on Environment, Not Instructions, to Keep Agents Safe

The AI Half-Hour Test: What Your Company Does With Saved Time Reveals Its Real Strategy

CISA's Latest KEV Update Puts WordPress and Langflow at the Front of the Patch Queue

Oracle 26B Expands Contract Manufacturer Visibility for Process Manufacturing

Meta's AWS Executive Hire Signals Serious Cloud Infrastructure Push

Creatio 10x Launches With No-Code AI Agents and Enterprise Governance

Experian Agent Trust Targets Agentic Commerce: What Merchants Should Evaluate

AWS Context Is Coming: What Data Leaders Must Govern Before AI Agents Query Your Business Data

AI Agent Readiness: How to Decide Whether to Deploy Now or Fix Your Data First

A Danish Wholesaler Put AI Agents on 100,000 Order Confirmations. Here's What Broke First.

Snowflake Cortex Sense Will Ingest Your BI Layer As-Is — Governed or Not