Tag
#Agentic AI
Agentic RAG vs Traditional RAG in CRM: When to Switch
Vanilla RAG retrieves once and prays. Agentic RAG plans, queries, verifies, and retries. Where it earns its cost in CRM workflows.
Multi-Agent CRM Orchestration: Supervisor, Swarm, Pipeline
Three orchestration patterns for multi-agent CRM systems. When each works, what it costs, and the failure mode each ships with.
ServiceNow Agentic AI: The Enterprise Plus Feature
Autonomous incident resolution, multi-step workflow execution with minimal human input — gated to Enterprise Plus tier.
Agent Evaluation with OpenTelemetry
Agentforce 3's Command Center uses OpenTelemetry. How to instrument your own agents for tracing, metrics, and evaluation.
Open-Source Agent Frameworks for CRM
LangGraph, CrewAI, AutoGen, custom — when OSS agent frameworks fit CRM AI development.
ServiceNow Zurich Release: Agentic AI Era
March 2026 Zurich release reached GA — agentic playbooks, Build Agent, AI Control Tower. ServiceNow transitions from AI suggestions to AI execution.
Agentic CMS: When Autonomous Agents Join the Content Team
2026's defining trend — AI agents as members of the content team, not tools. Implications for editorial, ops, and quality.
Red Teaming CRM Agents
Adversarial testing before customer-facing agent launch. Patterns, tools, and the readiness standard for 2026.
AI Agent Audit Trails: Non-Optional in 2026
Why every AI agent touching customer data needs comprehensive audit — compliance, trust, debugging, regulation.
RAG Patterns for Agentic Workflows
Retrieval-augmented generation inside agents — chunking, reranking, hybrid search, grounding quality measurement.
ServiceNow Agentic AI: High-Value Scenarios
Where ServiceNow's Enterprise Plus Agentic AI actually pays back — the scenarios with clear ROI and manageable risk.
AI Act Human Oversight: What CRM Agents Actually Need
Article 14 requires meaningful human oversight of high-risk AI. Translating the regulation into practical CRM agent design.
Agentic Dynamics 365: Orchestration Patterns That Hold Up
Agents are landing across Dynamics 365 surfaces. Here are the orchestration patterns that work in production, and the ones that fall apart.
Dynamics 365 Sales Agent: The Daily Command Center
Wave 1 positions the Sales Agent as a rep's daily command center — conversational access to pipeline, email, and meeting signals.
Cross-Channel Agentic Execution
Agents that start on one channel, continue on another, execute across multiple systems. What makes it work reliably.
Dynamics 365 Contact Center: Agentic Operations in 2026
Wave 1's contact center improvements — AI-powered self-service, assisted-service acceleration, operational intelligence.
How to Build Your First Agentforce Agent (Step by Step)
A walkthrough for building your first Agentforce agent — topics, actions, testing, and deployment — without the marketing fluff.
Agentforce 2.0: The Complete Guide for 2026
Everything you need to know about Agentforce 2.0 — architecture, Atlas reasoning engine, actions, and real-world deployment patterns.
Data Exfiltration via CRM Agents
Agents with tool access can be manipulated to leak data. Detection and prevention patterns.
ServiceNow Agentic Playbooks: AI Into Workflows
Weave AI agents into individual tasks. Real-time suggestions, automated decisions, graceful escalation. Pattern + examples.
D365 Customer Service 2026: Agentic Capabilities
Wave 1 agentic features in case management, email, intent detection, quality evaluation, knowledge. What's usable now.