Topic hub
Agentforce — Salesforce's AI agent platform
Agentforce is Salesforce's framework for building, deploying, and governing AI agents that take actions on Salesforce records. Below: practical guides on agent design, evaluation, action grounding, and the differences between Agentforce 2 and 3.
Agentforce vs Copilot Studio vs Now Assist: Agent Platforms 2026
Three agentic platforms, three personalities. Reasoning engines, action ecosystems, governance, and which one fits your buyer profile.
Agentforce vs Microsoft Copilot Studio: 2026 Platform Decision
Pricing, agent capabilities, governance, and the deciding factor — which platform you're already on. A practitioner's comparison for enterprise CRM teams.
Agentforce Regression Test Suite
Build and maintain a regression suite for your Agentforce deployments — catch drift before users do.
Agentforce Prospecting: Always-On Lead Generation
Spring 2026 prospecting agent — enriches CRM data with real-time web signals, builds prioritized lead lists 24/7.
Agentforce Agent Evaluation: How to Actually Test Agents
A practical framework for evaluating Agentforce agents — test sets, metrics, graders, and how to catch regressions before production.
MCP vs IntegrationHub Spokes: When to Use Which
Both give agents access to external systems. Spokes are proven and integrated; MCP is emerging and flexible. The decision framework.
Agentforce Builder: The Conversational Agent Workspace
Spring 2026's new agent authoring environment — conversational guidance, document-like editor, low-code canvas, pro-code script view.
Data Cloud + Agentforce: 7 Integration Patterns That Work
Seven practical patterns for grounding Agentforce agents in Data Cloud — identity, segments, calculated insights, and when to skip it entirely.
Agentforce IT Service Replacing Legacy ITSM: The Wave
180+ organizations switched by Feb 2026. What's driving the wave, what transitions well, where resistance lives.
Agentforce Woven Into Sales Cloud (Summer '26)
Summer '26 stops positioning Agentforce as a layer and embeds it across Sales Cloud views. What this means for rep workflow.
Salesforce Data Cloud Is Now Data 360
Dreamforce 2025 rebrand official for 2026 releases. Part of Agentforce 360 ecosystem — what changes, what doesn't, and how to message it.
Salesforce Agent Security Certification
What Salesforce evaluates before listing agents on AgentExchange. The certification gauntlet for ISVs.
12,000+ Agentforce Customers: What Actually Scaled
Salesforce reports 12,000+ Agentforce customers in early 2026. Patterns from what actually works at that scale.
The Atlas Reasoning Engine Explained (Plainly)
How Atlas — the reasoning engine behind Agentforce — actually works, and what that means for how you design agents that perform well.
Agentforce Partner Monetization Strategies
How ISVs make money on agents — pricing models, distribution, revenue sharing, certification premiums.
Agentforce Actions: Design Patterns That Don't Break
Principles and concrete patterns for designing Agentforce actions that the agent calls correctly and that don't fail in production.
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.
Embedded Agentforce in ISV Apps
ISVs can embed Agentforce 360 as their product's AI foundation. What this looks like in practice.
Claude Sonnet 4.5 in CRM: Production Deployments
Claude Sonnet 4.5 ships in Agentforce Vibes 2.0 as default LLM. What enterprises are building with it across CRM.
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.
Agentforce 360 Opens to ISVs
For the first time, ISVs can embed full Agentforce 360 as the foundation for their agentic applications. What's unlocked.
Agentforce 3 Command Center: A Practical Guide
Real-time agent health monitoring, OpenTelemetry tracing, Data Cloud integration — the Command Center is how you operate agents at scale.
Agentic Enterprise Search on Data 360
Unified search across 200+ external sources, context-aware, agent-coordinated — Salesforce's answer to enterprise knowledge fragmentation.
Einstein Copilot vs Agentforce: What Actually Changed
Is Agentforce just a rename of Einstein Copilot? Short answer: no. Here's what's the same, what's new, and what to migrate.
Frequently asked
What's the difference between Einstein and Agentforce?
Einstein is the umbrella brand for Salesforce's AI features — including older predictive scoring, Einstein GPT, and built-in case classification. Agentforce is specifically the agent-building framework launched in 2024 (and extended in 2025-2026). Agentforce uses Atlas as the reasoning engine and Data Cloud as grounding context.
How is Agentforce billed?
Agentforce is billed in 'conversations' — each agent run consumes credits. Salesforce updates pricing periodically; check the current Agentforce pricing page on salesforce.com for the latest per-conversation rate and any included allotments by edition.