Agentforce
vs Einstein Copilot
Einstein Copilot no longer exists. Salesforce replaced it with Agentforce in October 2024 — a full architectural upgrade powered by the Atlas Reasoning Engine. If you built on Einstein Copilot, migration is not optional; it's strategic.
Side by Side
Full Feature Comparison
| Feature | Einstein Copilot | Agentforce |
|---|---|---|
| General availability | Early 2024 | October 2024 |
| Agent model | Reactive co-pilot (user-prompted) | Autonomous agent (acts independently) |
| Reasoning architecture | Prompt chains | Atlas Reasoning Engine (4-phase loop) |
| Configuration model | Prompt templates | Topics, Actions & Instructions |
| Multi-step autonomous tasks | Not supported | Full autonomous execution |
| External system integration | Salesforce data only | MuleSoft, MCP, HTTP callouts, Data Cloud |
| Trust & security | Basic Einstein Trust Layer | Full Einstein Trust Layer + audit trail |
| Pricing model | Per-user add-on | ~$2 per conversation (consumption) |
| Platform status | Deprecated Oct 2024 | Current strategic platform |
| Supported clouds | Sales, Service | Sales, Service, Marketing, Data Cloud, Ops |
Context
What Was
Einstein Copilot?
Einstein Copilot was Salesforce's first AI assistant, launching in 2023 and reaching GA in early 2024. It operated as a reactive co-pilot — responding when users prompted it to summarise records, draft emails, or answer CRM questions.
Its fundamental limitation was a prompt-chain architecture. It fired pre-configured prompts in sequence when triggered — effective for single-turn tasks, but incapable of autonomous multi-step workflows. It could not act without human prompting at each step.
Salesforce recognised this limitation and replaced it entirely with Agentforce, powered by the Atlas Reasoning Engine, in October 2024.
Deprecated Platform
Why it was replaced
- ×Reactive only — could not act without human prompting
- ×Single-turn prompt chains, no multi-step reasoning
- ×Salesforce data only — no external integration path
- ×Per-user licensing — not aligned with AI usage patterns
- ×Limited to Sales and Service Clouds only
What Changed Everything
The Atlas Reasoning Engine
The architectural foundation that makes Agentforce categorically different. Four phases, one autonomous loop — no human in the middle.
01
Observe
Intake context from conversation, CRM records, and Data Cloud in real time
02
Plan
Identify which Topic applies and which Actions are needed to achieve the goal
03
Act
Execute Flows, Apex calls, MuleSoft APIs, or MCP tools autonomously
04
Reflect
Evaluate outcome and determine next steps — no human needed at each turn
The difference in practice: An Einstein Copilot could summarise an open case when you asked it to. An Agentforce agent observes a new case arriving, plans resolution steps, executes Flows and API calls, resolves the case, and closes the ticket — without you asking it to do anything.
Migration Guide
What Carries Over
vs What to Rebuild
Migration is a redesign exercise, not a lift-and-shift. The Salesforce infrastructure stays — the AI layer gets rebuilt properly.
What carries over
- ✓Salesforce CRM data, objects, and records
- ✓Existing Flows and Apex code
- ✓Data Cloud configuration (if in use)
- ✓MuleSoft integration layers
- ✓User permissions and org structure
- ✓Einstein Trust Layer baseline settings
What needs redesigning
- →Prompt templates → Topics and Actions in Agent Builder
- →Co-pilot configurations → full agent definitions
- →Single-turn logic → multi-step reasoning flows
- →Guardrail rules → Einstein Trust Layer policies
- →Per-user pricing → per-conversation budget model
Single use case
2–4 weeks
One agent, one Cloud, well-scoped requirements
Multi-cloud deployment
6–10 weeks
Sales + Service, multiple agents, Data Cloud
Enterprise + MuleSoft
10–16 weeks
Full org, external system integrations, compliance
FAQ
Common Questions
What is the difference between Agentforce and Einstein Copilot?
Einstein Copilot was Salesforce's reactive AI assistant — you prompted it, it responded. Agentforce replaced it in October 2024 with the Atlas Reasoning Engine, enabling autonomous multi-step action. It is a full architectural upgrade, not a rebrand.
Is Einstein Copilot deprecated?
Yes. Salesforce officially replaced Einstein Copilot with Agentforce in October 2024. Agentforce is the strategic platform going forward — no new feature investment in Einstein Copilot.
Do I need to rebuild everything when migrating?
CRM data, Flows, Apex, and integrations carry over. Einstein Copilot prompt templates don't map to Agentforce Topics and Actions — these need redesigning in Agent Builder. Most single-use-case migrations take 2–4 weeks.
What is the Atlas Reasoning Engine?
Salesforce's hybrid AI reasoning layer in Agentforce. It operates in a four-phase loop — Observe, Plan, Act, Reflect — enabling autonomous multi-step task execution that Einstein Copilot could not perform.
How is pricing different?
Einstein Copilot was a per-user add-on bundled into licences. Agentforce is consumption-based at ~$2 per conversation, with volume discounts for enterprise commitments.
Can Agentforce do everything Einstein Copilot could?
Yes — and significantly more. All Einstein Copilot capabilities are available in Agentforce, plus autonomous execution, MuleSoft and MCP integrations, and enhanced Trust Layer guardrails.
Agentforce Migration Partner · New York
Migrating from
Einstein Copilot?
Kovil AI handles the full migration — audit, redesign, and go-live in fixed-price sprints. Most single-use-case migrations take 2–4 weeks.
Book a free migration assessment