Salesforce has embedded AI across its entire platform, but the licensing model is a maze of included features, paid permission set licences (PSLs), consumption credits, and Data Cloud prerequisites. This independent guide maps exactly what you get free with each edition, what requires additional licensing, and how to avoid overpaying for Salesforce's AI stack across all three generations: predictive Einstein, generative AI, and Agentforce autonomous agents.
Salesforce has rebranded its AI capabilities multiple times: Einstein, Einstein GPT, Einstein Copilot, Einstein 1, and now Agentforce. Each rebrand introduced new licensing constructs. The core confusion: some features are included free with your edition, some require paid PSLs, some require consumption credits, and some require Data Cloud as a prerequisite. This guide organises everything into three generations with distinct licensing models: predictive (included), generative (paid PSLs), and autonomous agents (Flex Credits). See also: AI, Einstein & Data Cloud Pillar Guide and Data Cloud Licensing.
The first generation of Einstein capabilities is predictive AI: machine learning models trained on your Salesforce data to score, rank, and forecast. These features have been available since 2016-2018 and are now included at no additional cost with Enterprise edition and above for most Salesforce clouds.
| Predictive Feature | What It Does | Included With |
|---|---|---|
| Einstein Lead Scoring | Automatically scores leads based on conversion likelihood using historical data from your Salesforce org. The model trains automatically and updates scores daily. | Sales Cloud Enterprise+. No PSL required. |
| Einstein Opportunity Scoring | Scores open opportunities by win probability. Uses signals like stage velocity, activity history, and deal size relative to historical patterns. | Sales Cloud Enterprise+. No PSL required. |
| Einstein Case Classification | Predicts case fields (type, reason, priority) based on the case subject and description. Reduces manual data entry and improves routing accuracy. | Service Cloud Enterprise+. No PSL required. |
| Einstein Prediction Builder | No-code tool for building custom prediction models on any Salesforce object. Create predictions like "likelihood this account will churn" without writing code. | Enterprise+. No PSL required. |
| Einstein Discovery (basic) | Automated data analysis that surfaces patterns and insights from Salesforce data. Basic version included. Advanced version with prescriptive recommendations requires paid licence. | Enterprise+ (basic). Advanced requires PSL. |
These predictive features represent genuine, production-ready AI that most enterprises underutilise. Before purchasing any paid Einstein upgrade, ensure your teams have fully adopted the included predictive features. They deliver measurable value at zero incremental cost.
The second generation, introduced in 2023-2024, brought generative AI capabilities powered by large language models. These features create content: drafting emails, summarising cases, generating knowledge articles, writing call summaries. Generative AI features universally require paid licensing, either through PSLs or through the Einstein 1 edition.
| Generative Feature | What It Does | Licensing Required | List Price |
|---|---|---|---|
| Einstein for Sales (email generation, call summaries, account research) | Drafts personalised outreach emails, generates post-call summaries, creates account research briefs. | Einstein for Sales PSL, or included in Einstein 1 Sales ($500/user/month). | ~$75/user/month |
| Einstein for Service (reply recommendations, case summaries, knowledge generation) | Drafts customer replies, summarises lengthy case histories, generates knowledge articles from resolved cases. | Einstein for Service PSL, or included in Einstein 1 Service. | ~$75/user/month |
| Einstein Copilot / Agentforce Assistant | Natural-language interface for asking questions, triggering actions, and navigating data through conversation. Rebranded as Agentforce Assistant in Spring 2026. | Einstein 1 editions or specific Copilot PSLs. | ~$75-$100/user/month |
| Einstein for Developers | Generates Apex code, SOQL queries, and Lightning component code from natural-language descriptions. | Developer-tier licensing. | Varies |
The third generation, launched in late 2024, introduces autonomous AI agents that act independently rather than assisting human users. Agentforce agents can qualify leads, resolve service cases, schedule meetings, and execute multi-step workflows without human intervention. The licensing model is consumption-based, priced in Flex Credits.
| Agentforce Element | Detail |
|---|---|
| Pricing | $0.10 per Flex Credit. Each AI agent action (conversation turn, record lookup, field update, email send, knowledge retrieval) consumes one credit. Typical case resolution: 5-10 credits ($0.50-$1.00). Multi-turn lead qualification: 15-25 credits ($1.50-$2.50). |
| Commitment | Enterprises purchase Flex Credits in committed volumes (monthly or annual minimums). Typical minimum: $10,000-$25,000/month for enterprise agreements. Overage rates typically 10-20% above committed rate. |
| Rollover | Unused credits may or may not roll over depending on negotiated terms. Always negotiate rollover provisions. Without rollover, you lose unconsumed credits within the period. |
| Budget risk | Consumption model creates unpredictability. A 200-agent service team might consume $15,000/month in quiet periods and $45,000/month during seasonal spikes. Negotiate consumption caps and overage protections. See Agentforce Licensing Guide 2026. |
| Edition | List Price | Predictive Einstein | Generative AI | Agentforce |
|---|---|---|---|---|
| Professional | $80/user/month | No Einstein features. | Not available. | Not available. |
| Enterprise | $165/user/month | Lead Scoring, Opportunity Scoring, Case Classification, Prediction Builder included. | Requires paid PSL ($75+/user/month). | Requires Flex Credits (separate). |
| Unlimited | $330/user/month | All Enterprise AI plus Conversation Intelligence, Sales Insights. | Requires paid PSL ($75+/user/month). | Requires Flex Credits (separate). |
| Einstein 1 | $500/user/month | All predictive Einstein included. | All generative AI included (email drafting, case summaries, Copilot/Assistant). Data Cloud included. | Requires Flex Credits (separate). Not included even at $500/user/month. |
The $500/user/month Einstein 1 edition does not include Agentforce consumption credits. Flex Credits are always an additional, consumption-based cost regardless of your edition. Einstein 1 includes the generative AI features that would otherwise require $75-$100/user PSLs, plus Data Cloud, but autonomous AI agents are priced separately. This is the most commonly misunderstood aspect of Salesforce's AI pricing.
| Einstein Feature | Enterprise ($165) | Unlimited ($330) | Einstein 1 ($500) | Price If Separate |
|---|---|---|---|---|
| Lead Scoring | Included | Included | Included | $0 |
| Opportunity Scoring | Included | Included | Included | $0 |
| Case Classification | Included | Included | Included | $0 |
| Prediction Builder | Included | Included | Included | $0 |
| Einstein Activity Capture | Basic included / Full PSL | Included | Included | ~$50/user/month |
| Conversation Intelligence | PSL required | Included | Included | ~$50/user/month |
| Einstein Discovery (Advanced) | PSL required | Limited | Included | ~$75/user/month |
| Sales Email Generation | PSL required | PSL required | Included | ~$75/user/month |
| Case Summary / Reply Gen | PSL required | PSL required | Included | ~$75/user/month |
| Copilot / Agentforce Assistant | PSL required | PSL required | Included | ~$75-$100/user/month |
| Revenue Intelligence | PSL required | PSL required | Included | ~$75-$100/user/month |
| Data Cloud | Separate product | Separate product | Included | From $108K/year |
| Agentforce (Autonomous Agents) | Flex Credits | Flex Credits | Flex Credits | $0.10/credit |
Einstein 1 bundles $150-$200/user/month of PSLs into a single $500 SKU that also includes Data Cloud. For organisations deploying 3+ generative AI features across the entire user base, Einstein 1 can be more cost-effective. But for most enterprises, Enterprise edition with 1-2 selective PSLs deployed to a subset of users is significantly cheaper. The math only favours Einstein 1 when the majority of your users will actively use multiple generative AI features, which, based on our client data, is rare. Typical enterprise AI adoption rate in Year 1 is 25-40% of licenced users.
| AI Generation | Data Cloud Required? | Detail |
|---|---|---|
| Predictive (Gen 1) | No. | Predictive features train on native Salesforce data. No additional data infrastructure required. |
| Generative (Gen 2) | Recommended. | Features function without Data Cloud but produce generic outputs lacking customer context. Data Cloud enables personalised, grounded responses rather than template-driven outputs. |
| Agentforce (Gen 3) | Effectively required. | Autonomous agents need unified customer profiles to personalise interactions and make accurate decisions. Data Cloud is the foundation for Agentforce grounding. |
Data Cloud is included with Einstein 1 editions but with usage limits that enterprise deployments frequently exceed. For all other editions, Data Cloud is a separate product starting at approximately $108,000/year. Budget Data Cloud into your AI cost model if you plan to deploy Agentforce or want genuinely personalised generative AI. See Salesforce Data Cloud Licensing for the full commercial analysis.
| Scenario | Configuration | Annual AI Cost (Above Base Licence) |
|---|---|---|
| A: Conservative adoption | 500 users on Sales Cloud Enterprise using only included predictive features (Lead Scoring, Opportunity Scoring, Prediction Builder). No PSLs, no Data Cloud, no Agentforce. | $0/year. Start here. Exhaust free features before purchasing anything. |
| B: Selective Gen AI | 500 users on Enterprise. Einstein for Sales PSL for 100 users (top AEs and managers) at ~$56/user/month (25% discount). Einstein Activity Capture for 500 users if not already included. | ~$67K-$289K/year depending on EAC inclusion in your contract vintage. Always verify before purchasing EAC separately. |
| C: Full AI stack | 500 users on Enterprise. Einstein for Sales PSL (100 users: $67K). Data Cloud base ($108K). Agentforce Flex Credits ($15K/month = $180K). Revenue Intelligence (50 managers: $45K). | ~$400K-$500K/year above base licence. Compare: Einstein 1 for 500 users at 35% discount = $1.95M/year plus Agentforce. Selective Enterprise approach saves $800K-$1.2M/year. |
| Negotiation Strategy | What to Do | Why It Matters |
|---|---|---|
| Bundle PSLs into the base renewal | Never purchase Einstein PSLs standalone. Bundle into your Sales Cloud or Service Cloud renewal. Standalone purchases attract 10-15% discounts. Bundled into a larger deal: 25-40% discounts. | Standalone PSL purchases have minimal negotiating leverage. Bundling gives Salesforce incentive to discount PSLs to close the broader deal. |
| Deploy to minimum viable population | Salesforce will push org-wide deployment. Resist. Start with users who will demonstrably use the features (sales leadership, RevOps, top reps). Negotiate the right to add PSLs mid-term at the same discount. | Typical enterprise AI adoption in Year 1 is 25-40%. Paying for org-wide PSLs means paying for unused AI licences. |
| Insist on PSL reduction rights | If you purchase 100 PSLs and adoption plateaus at 60, you need contractual right to reduce at annual anniversary. Salesforce resists reduction rights on PSLs even more than on base licences. | Without reduction rights, you are locked into paying for unused AI licences for the full term. See Contract Terms FAQ. |
| Pilot Agentforce before committing | Negotiate a 90-day pilot with capped credit budget ($5K-$15K/month) before signing long-term Flex Credit commitment. Measure actual credit consumption per workflow. | Salesforce's consumption estimates are frequently optimistic. Real-world usage often exceeds projections by 30-50%. |
| Negotiate credit rollover and caps | Insist on full monthly rollover with annual true-up. Include hard monthly consumption caps above which Salesforce provides credits at no charge or significantly discounted overage rate. | Without rollover, unused credits are lost. Without caps, seasonal spikes generate invoices 50-100% above budget. See Salesforce AI Negotiation. |
| Tie Agentforce to seat reduction | If agents handle workloads previously performed by humans, negotiate seat-to-credit conversion provisions. For every 10 seats reduced, a defined credit allocation should be added to Flex balance. | Ensures Agentforce delivers cost substitution rather than additive cost. See How to Get Salesforce to Compete on Price. |
| Alternative Approach | What It Provides | Cost Comparison |
|---|---|---|
| Third-party AI tools | Gong (conversation intelligence), Clari (revenue intelligence), Outreach (AI engagement), Drift (conversational AI). Specialised capabilities that often exceed Einstein's native features in specific domains. Integrate via APIs. | Can be more cost-effective than Einstein PSLs for specific use cases. Evaluate each use case independently before purchasing Einstein equivalents. |
| Enterprise LLM APIs | OpenAI, Anthropic, Google APIs powering custom AI workflows through Apex callouts and Flow integrations. A custom email drafting tool using an LLM API costs significantly less per interaction than a $75/user/month PSL. | Can deliver 60-80% of Einstein's generative capabilities at 20-30% of the licensing cost. Requires development investment and ongoing maintenance. |
| Our recommendation | Use included predictive Einstein (free). Evaluate third-party alternatives for each generative AI use case before purchasing PSLs. Pilot Agentforce before committing credit budgets. Negotiate everything as part of a single bundled deal at renewal. | Selective deployment, relentless measurement, and never accepting Salesforce's AI pricing at face value delivers the best AI outcomes and economics. |
Predictive Einstein features (Generation 1) are included at no additional cost with Enterprise edition and above: Einstein Lead Scoring, Opportunity Scoring, Case Classification, Prediction Builder, and basic Einstein Discovery. These are machine learning models that score, rank, and forecast based on your Salesforce data. They require no PSL, no Data Cloud, and no consumption credits. Most enterprises underutilise these free features before purchasing paid AI upgrades.
Generative AI features (email drafting, case summaries, reply recommendations, Copilot/Assistant) require paid permission set licences at approximately $75-$100/user/month at list price. These PSLs are negotiable: bundled into a larger CRM renewal, discounts of 25-40% are achievable. Alternatively, the Einstein 1 edition ($500/user/month) includes all generative AI features plus Data Cloud, but is only cost-effective if the majority of your users will actively use multiple generative AI features.
No. Even the $500/user/month Einstein 1 edition does not include Agentforce consumption credits. Flex Credits are always an additional, consumption-based cost regardless of your edition. Einstein 1 includes the generative AI features (PSLs) and Data Cloud, but autonomous AI agents are priced separately at $0.10 per Flex Credit. This is the most commonly misunderstood aspect of Salesforce's AI pricing.
For predictive Einstein features (Gen 1), no. For basic generative AI (Gen 2), Data Cloud is recommended but not required. Features function without it but produce generic outputs. For Agentforce (Gen 3), Data Cloud is effectively required because autonomous agents need unified customer profiles to personalise interactions. Data Cloud is included with Einstein 1 editions but is a separate product (from $108K/year) for all other editions. See Data Cloud Licensing.
For most enterprises, Enterprise edition with 1-2 selective PSLs deployed to a subset of users is significantly cheaper than upgrading the entire org to Einstein 1. The math only favours Einstein 1 when more than 70% of your user base genuinely needs and will use multiple generative AI features. Based on our advisory work, the typical enterprise AI adoption rate in Year 1 is 25-40% of licenced users. A 500-user org on Enterprise with selective PSLs saves $800K-$1.2M per year compared to org-wide Einstein 1.
Never purchase Einstein PSLs standalone. Bundle them into your base Sales Cloud or Service Cloud renewal. Standalone purchases attract minimal discounting (10-15% off list). Bundled into a larger deal, discounts of 25-40% are achievable. Deploy to the minimum viable user population and negotiate the right to add PSLs mid-term at the same discount rate. Insist on PSL reduction rights to avoid paying for unused AI licences. See Salesforce Contract Negotiation Service.
For specific use cases, yes. Tools like Gong (conversation intelligence), Clari (revenue intelligence), and enterprise LLM APIs (OpenAI, Anthropic) can deliver 60-80% of Einstein's generative capabilities at 20-30% of the licensing cost. The trade-off is development investment and ongoing maintenance for API-based approaches. Evaluate each AI use case independently before purchasing Einstein PSLs. Use included predictive features first, then assess whether third-party alternatives or native Einstein better serves each specific requirement.
Negotiate a 90-day pilot with a capped credit budget ($5K-$15K/month) before signing a long-term commitment. During the pilot, measure actual credit consumption per workflow. Salesforce's estimates are frequently optimistic. Real-world usage often exceeds projections by 30-50%. For the full commitment, negotiate monthly rollover with annual true-up, hard consumption caps, and discounted overage rates. Tie Agentforce to seat reduction provisions to ensure cost substitution. See Is Agentforce Worth the Price? ROI Analysis.
Redress Compliance provides independent Einstein licensing analysis, PSL utilisation audits, Flex Credit negotiation, Data Cloud cost modelling, and AI adoption roadmaps. No Salesforce partnerships, reseller relationships, or referral arrangements. Fixed-fee engagements.
Salesforce Contract Negotiation ServiceIndependent Einstein licensing analysis, PSL benchmarking, Agentforce credit negotiation, and Data Cloud cost modelling. Fixed-fee engagements. No vendor conflicts.