Ai Agent
The 14 Best AI Conferences in 2026 for AI and Data Leaders
The 14 best AI conferences of 2026 for AI and data leaders, with verified dates, locations, registration details, and a framework for choosing which to attend.
July 31, 2026Articles & tutorials
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dbt
dbt Semantic Layer for Metrics Definition
The dbt Semantic Layer eliminates duplicated definitions and allows you to have the context of business metrics in a centralized place. Read on to know more.
July 30, 2026
Ai Agent
The 9 Best AI-Ready Data Tools for the Public Sector in 2026
Compare 9 AI-ready data tools for public sector on FedRAMP or StateRAMP status and context depth: catalog, lineage, semantics, access, quality.
July 30, 2026
Ai Agent
The 8 Best Enterprise RAG Chatbot Frameworks in 2026
Compare 8 enterprise RAG chatbot frameworks for 2026, from LangChain and LlamaIndex to Rasa and Copilot Studio, scored on conversational durability.
July 30, 2026
Ai Agent
Build vs. Buy: AI-Ready Context for Healthcare
Should healthcare build or buy AI-ready context infrastructure? Compare HIPAA liability, PHI de-identification, BAA terms, and audit trail requirements.
July 30, 2026
Ai Agent
What Is an Internal Knowledge Assistant?
An internal knowledge assistant answers employee questions from company knowledge with citations; accuracy depends on the context beneath it, not the vendor.
July 30, 2026
Ai Agent
What Is an Enterprise Copilot?
An enterprise copilot embeds AI inside tools like Microsoft 365 and Salesforce, but most stall on missing context. Learn why, and what makes one trustworthy.
July 30, 2026
Semantic Layer
What Is a Semantic Layer?
A semantic layer translates raw data into governed business terms. Learn what it is, the main types, and how it powers analytics and AI agents.
July 30, 2026
AI Context
What Is Context/26?
Context/26 is Atlan's virtual AI context conference on October 14, 2026. See what it covers, who should attend, and how it differs from Activate.
July 30, 2026
Ai Agent
Self-Service Analytics Governance: Build or Buy for AI Agents?
A practitioner comparison of building versus buying agent-aware governance for self-service analytics: agent identity, policy checks, and audit trails.
July 29, 2026
Ai Agent
How Do You Build a Context Layer Reference Architecture?
A vendor-neutral, seven-phase context layer reference architecture for AI agents, with decision points, validation checkpoints, and a Gartner-aligned sequence.
July 29, 2026
Ai Agent
Context Layer Total Cost of Ownership: Build vs Buy vs Bundle
Compare the true cost of building, buying, or bundling a context layer: engineering headcount, lock-in risk, and the real 3-year TCO behind each path.
July 29, 2026
Ai Agent
AI-Ready Context for Telecom: Should You Build or Buy?
Telecom AI agents fail from OSS/BSS fragmentation and CPNI compliance load, not weak models. See when to build an AI-ready context layer, and when to buy one.
July 29, 2026
Snowflake
Cortex Analyst vs Custom Text-to-SQL: Which Is More Accurate?
Cortex Analyst and custom text-to-SQL pipelines hit the same accuracy ceiling: the context layer feeding them, not the vendor. See the benchmarks.
July 29, 2026
Ai Agent
What Do Vertical AI Agents Need From a Context Layer?
Sierra, Harvey, and Decagon solve one agent's reliability. See what vertical AI agents need from a shared context layer to avoid isolated silos.
July 28, 2026
Ai Agent
What Is the Context Layer for General-Purpose AI Agents?
Claude Code, Codex, Cursor, and Copilot solved agent harness security. Learn what enterprise context layer general-purpose AI agents still need to be correct.
July 28, 2026
Ai Agent
Document Intelligence for Enterprise: The Context Graph Gap
Extraction tools read documents correctly and still link data to the wrong vendor or contract. See what document intelligence for enterprise needs beyond OCR.
July 28, 2026
Ai Agent
Enterprise Search With AI: Why It Needs a Governed Context Layer
Enterprise search with AI still returns confident, wrong answers from stale permissions and ungrounded meaning, and only a governed context layer fixes it.
July 28, 2026
Ai Agent
Text-to-SQL for Enterprise: Why It Fails Without a Context Layer
Text-to-SQL for enterprise returns a confident wrong answer. See dbt Labs' 2026 benchmark on semantic grounding and why a context layer closes what's left.
July 28, 2026
Ai Agent
How to Structure Context for AI Agents: A Practical Guide
Learn how to structure context for AI agents across system prompts, retrieved knowledge, memory, and tool outputs, and how structure affects accuracy and cost.
July 28, 2026
Ai Agent
n8n for Enterprise AI Workflows: The Context Layer It Needs
n8n's governance controls who runs a workflow, not whether its data is correct. See what a governed context layer adds to enterprise AI workflows, via MCP.
July 28, 2026
AI Platform Engineering
How to A/B Test LLM Applications in Production: 2026 Guide
Learn how to A/B test LLM applications in production: isolate variables, run power analysis, choose a randomization unit, and build a CI/CD regression gate.
July 27, 2026
Ai Agent
What Are the Types of Metadata AI Agents Need?
Learn the types of metadata AI agents need: DAMA's technical, business, and operational categories, plus NISO's taxonomy and semantic metadata.
July 27, 2026
Ai Agent
What Is AutoGen? Microsoft's Multi-Agent Framework Explained
AutoGen is Microsoft's open-source multi-agent framework, now in maintenance mode. See how it works, the AutoGen vs AG2 vs MAF split, and when to still use it.
July 27, 2026
