Salesforce announced Agentforce at $2 per conversation. On the surface, it seems reasonable. Dig into the math, and you'll find a pricing model that makes AI adoption a budget nightmare.
The Announcement
Agentforce is Salesforce's agentic AI offering, designed to handle customer interactions, automate workflows, and assist sales reps. The pricing: $2 per conversation.
Salesforce positioned this as affordable AI for the enterprise. But what's a "conversation"? And how many do teams actually have?
The Math
Let's calculate for a typical mid-market sales team of 10 reps.
A productive sales rep might have 15-25 AI interactions per day. These include:
- Morning briefing: "What's my priority today?"
- Pre-call research: "Brief me on Acme Corp"
- Email drafting: "Write a follow-up to Sarah"
- CRM updates: "Log my call with David"
- Pipeline queries: "What's closing this week?"
- Seasonal variation: Q4 pushes might double AI usage
- Rep differences: Some reps use AI heavily, others barely touch it
- Feature adoption: As teams learn AI capabilities, usage increases
- Product updates: New AI features encourage more conversations
- Call recording and intelligence: Gong or Chorus ($100-150/user/month)
- E-signatures: DocuSign ($25-45/user/month)
- Email sequences: Outreach or Salesloft ($100-130/user/month)
- Scheduling: Calendly or Chili Piper ($12-30/user/month)
- How many AI conversations does your team expect per month?
- What's the maximum AI cost you're willing to accept?
- How will you control or limit AI usage?
- What data will the AI actually have access to?
- What's the total cost including all necessary integrations?
Using a conservative estimate of 20 interactions per rep per day:
That's $8,800 per month just for AI, on top of existing Salesforce licenses.
Scaling the Numbers
| Team Size | Daily Interactions | Monthly Conversations | Monthly AI Cost |
|---|---|---|---|
| 5 reps | 100 | 2,200 | $4,400 |
| 10 reps | 200 | 4,400 | $8,800 |
| 25 reps | 500 | 11,000 | $22,000 |
| 50 reps | 1,000 | 22,000 | $44,000 |
| 100 reps | 2,000 | 44,000 | $88,000 |
For a 100-person sales org, Agentforce alone costs over $1 million annually.
The Unpredictability Problem
Usage-based pricing creates a deeper issue: unpredictable costs.
Usage-based pricing creates behavioral friction. Reps hesitate to use AI because they're aware of costs. Managers track AI usage as a line item. The tool designed to increase productivity becomes a source of anxiety.
What's Still Missing
Even with Agentforce, Salesforce customers still need:
The AI only sees what's in Salesforce. Call transcripts from Gong? Separate. Email engagement from Outreach? Separate. The AI works with partial context.
The Alternative
What if AI was included in one flat price? What if that same price included calls, e-signatures, sequences, and scheduling?
| Cost Component | Salesforce + Stack | Revian Plus |
|---|---|---|
| CRM (10 users) | $1,650/mo | Included |
| AI (4,400 conversations) | $8,800/mo | Unlimited |
| Calls (Gong) | $1,250/mo | Included |
| E-Signatures | $350/mo | Included |
| Sequences | $1,150/mo | Included |
| Monthly Total | $13,200 | $1,490 |
The math isn't subtle. Flat-rate pricing with included AI saves teams 85-90% compared to Salesforce plus usage-based AI plus point solutions.
Questions to Ask Before Committing
If you're evaluating Salesforce with Agentforce:
Usage-based AI pricing isn't inherently bad. But for tools designed to be used frequently, it creates perverse incentives that limit adoption. The teams that get the most value from AI are those that use it freely, without watching a meter.