AI in Practice
A Practical Atlassian MCP Pilot for ChatGPT and Codex Administrators
Use Atlassian's Read, Write, and Search controls to stage an MCP pilot, test real permissions, and decide what to expand.
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AI in Practice
Atlassian and OpenAI: Should Your Team Use Rovo, ChatGPT, or Codex?
Atlassian and OpenAI expanded their partnership. Compare Rovo, ChatGPT, and Codex by workflow, context, action, and what is available today.
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AI in Practice
How to Bind a SaaS Tenant to the Right CRM Connection
A user can sign in successfully, have permission to ask for a CRM summary, and still reach the wrong customer’s Salesforce connection if the app does not bind that request to the right tenant and installation.
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AI in Practice
Before an AI Feature Uses Salesforce, Define the Answer
On October 6, 2026, Ampersand announced a $15 million Series A and introduced Andi in beta. The company says Andi helps developers get products running in customer environments.
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Systems and Workflows
How to Prepare Your Product Catalog for AI Shopping Agents
Prepare product data for AI shopping with a bounded catalog audit: buyer questions, verified attributes, source rules, delivery checks, and evaluation.
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AI in Practice
What Algolia's Velou Acquisition Signals About Retail Product Data
Algolia acquired Velou to bring retail product data capabilities into its search platform. Here is what the announcement says, and what it leaves open.
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Creator Workflows
Can Your Team Offer HeyGen Instant Voice Cloning for Client Videos?
HeyGen documents an instant voice cloning path. An agency still needs speaker authorization, workspace access, clear terms, and an approved sample before promising client delivery.
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Creator Workflows
Should Your Video Team Move Narration Into HeyGen Voice?
HeyGen's new voice model gives video teams a reason to test an integrated narration workflow. Here is how to compare it with a current provider without assuming better quality, lower cost, or account access.
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Systems and Workflows
AI Media Verification: Build a Review Beyond One Detector
A proposed media review workflow that keeps the file, the verification evidence and the delivery decision connected.
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AI in Practice
SynthID Detector Goes Public: AI Media Gets an Origin Check
Public access brings supported AI-media origin evidence to more recipients. Here is what the SynthID expansion changes, and what a detector still cannot establish.
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