Key takeaways
- Salesforce AI (Einstein, Agentforce, Sales Cloud + Einstein bundle) sits on top of the largest enterprise CRM platform in the world. It is mature, deeply integrated with the rest of Salesforce, and priced like enterprise software, with per-conversation, per-action, and per-seat fees that compound at scale.
- Conduyt is a flat-rate, AI-native CRM built for teams that want predictable pricing and the ability to bring their own AI agents (Claude, GPT, custom). $299/month, unlimited users, MCP-native.
- Salesforce AI wins when you are an enterprise with existing Salesforce infrastructure, strict compliance requirements, and budget for a six-month implementation. Conduyt wins when you are a small or mid-market team that wants AI in the CRM today, without per-action fees, and without a Salesforce admin on payroll.
- The “AI CRM” market has split into two camps in 2026. Salesforce represents bolted-on AI: a legacy CRM with AI features added year by year. Conduyt represents AI-native: a CRM built around AI agents from the start.
- This guide covers what each platform actually does in 2026, where each one is genuinely strong, real total cost of ownership at 5, 20, and 50 users, and a straight answer on when each one is the right call.
What “Salesforce AI” actually means in 2026
Salesforce has shipped AI features under at least four different brand names over the past decade, which makes “Salesforce AI” a confusing term to shop for. Here is the current state of the lineup.
Einstein is the original AI brand, launched in 2016. Einstein predictions (lead scoring, opportunity scoring, forecasting) and Einstein Activity Capture are still part of the platform. Most Sales Cloud and Service Cloud customers have access to some Einstein features in their base plan.
Einstein GPT was announced in 2023 and rolled into a broader brand called Einstein 1 in 2024. This is the generative-AI layer: Einstein Copilot (the in-app assistant), Einstein Studio (build custom models), and Einstein Trust Layer (the data governance wrapper).
Agentforce, announced at Dreamforce 2024, is Salesforce’s AI agent platform. Agentforce agents can handle service tickets, qualify leads, schedule meetings, and execute multi-step workflows. Agentforce is the heart of Salesforce’s 2025 to 2026 AI pitch, with per-conversation pricing typically quoted at $2 per conversation.
Data Cloud is the underlying data platform that powers Einstein, Agentforce, and the rest. Data Cloud unifies customer data across Salesforce and third-party sources, then makes it queryable by AI features. It is typically a separate SKU.
For most buyers searching for “Salesforce AI CRM,” what they are actually weighing is Sales Cloud + Einstein + Agentforce + Data Cloud, bundled or purchased separately depending on the deal. According to Salesforce’s published pricing, a realistic enterprise package starts at around $165 per user per month for Sales Cloud Enterprise, plus per-conversation Agentforce charges and Data Cloud usage credits. Real contracts vary widely and are negotiated.
That’s the platform. Now the buyer question: is it the right tool for your team?
How Conduyt approaches AI differently
Conduyt was built in 2023 as an AI-native CRM. That phrase gets used loosely, so here is what it concretely means at Conduyt.
Agents are first-class citizens, not add-ons. Every Conduyt account ships with the ability to add AI agents to any pipeline. Agents can take ownership of deals, run discovery cadences, summarize calls, draft follow-ups, and qualify leads. They work the kanban board alongside human users, with the same permissions model.
Bring your own agent runtime. Conduyt supports MCP (Model Context Protocol), the open standard for connecting AI tools to data. You can run agents on Claude, GPT-4, Gemini, or your own self-hosted model. You are not locked into one vendor’s AI.
Flat-rate pricing. Conduyt is $299 per month for unlimited users, unlimited pipelines, and unlimited AI conversations. There is no per-seat fee. There is no per-conversation fee. There is no per-action fee. The price does not change when you grow from 5 users to 50 users.
Open architecture. Conduyt’s API is public, documented, and stable. Outbound webhooks fire on every CRM event. The data model is exportable. You own your data and your workflows; the CRM does not lock you in.
Built for small and mid-market teams. Conduyt is not trying to displace Salesforce at JPMorgan. It is built for teams of 5 to 200 people who want CRM software that gets out of the way and lets AI handle the work that used to require a Salesforce admin, a marketing ops contractor, and a RevOps team.
If you are evaluating CRMs and you keep hearing “we have AI” from every vendor, the practical question is whether the AI is woven into the data model or layered on top. Conduyt is the former. Salesforce, by virtue of being a 25-year-old platform, is the latter.
Side-by-side: Conduyt vs Salesforce AI
Here is the head-to-head on the dimensions buyers actually compare.
Pricing structure
Salesforce AI: Per-seat pricing for the core CRM. According to Salesforce’s published pricing, Sales Cloud Enterprise starts at around $165 per user per month and Unlimited is higher. Einstein add-ons, Agentforce conversations, and Data Cloud usage are billed separately on top, according to the published rate cards. Implementation typically requires a consulting partner, usually in the tens of thousands of dollars to hundreds of thousands of dollars for a real rollout. Real contracts are negotiated and vary widely.
Conduyt: $299 per month, flat. Unlimited users. Unlimited AI conversations. Unlimited pipelines. No usage-based fees. No implementation partner required. The price you see on the pricing page is the price you pay.
At a 20-user team, Salesforce Sales Cloud Enterprise alone is in the low-thousands per month at the published $165 per-seat list price, before adding Einstein, Agentforce, or Data Cloud. Conduyt is $299 per month flat. The gap widens as you add users.
AI capabilities
Salesforce AI has the most mature feature set in the market. Einstein lead scoring has been in production since 2016 and is genuinely useful at scale. Agentforce can handle complex multi-step workflows because it sits on top of Salesforce’s process automation engine. Einstein Trust Layer addresses enterprise compliance concerns (data residency, model audit logs, PII redaction). The catch is that the full capability set requires the full bundle, and the full bundle has the price tag described above.
Conduyt ships AI features that cover the high-frequency use cases: deal summarization, follow-up drafting, lead qualification, call notes, contact enrichment, and meeting scheduling. Agents can be configured to take ownership of deals and work them autonomously, with human-in-the-loop approval gates for anything that touches money or commitments. Where Conduyt is behind Salesforce is in deep custom workflow automation; where Conduyt is ahead is in time-to-value (most teams have AI agents working deals within a week of signup) and in the ability to bring your own model.
Implementation timeline
Salesforce AI: Enterprise Salesforce deployments take 3 to 12 months. The Agentforce and Einstein layers add weeks or months on top, depending on how much custom training and integration work is required. A Salesforce-certified consulting partner is typically required. Salesforce admins are required for ongoing maintenance.
Conduyt: Most teams complete onboarding in 1 to 2 days. The CRM ships with sensible defaults, and AI agents can be configured via the UI without code. No certified consultant is required. No dedicated admin is required.
Total cost at 5, 20, and 50 users (annual)
| Team size | Salesforce AI (rough) | Conduyt |
|---|---|---|
| 5 users | $24,000 to $48,000 (Sales Cloud + Einstein) + $5,000 to $15,000 Agentforce + $30,000 to $80,000 implementation | $3,588 |
| 20 users | $66,000 to $132,000 + $20,000 to $60,000 Agentforce + $80,000 to $200,000 implementation | $3,588 |
| 50 users | $165,000 to $330,000 + $50,000 to $150,000 Agentforce + $150,000 to $400,000 implementation | $3,588 |
These ranges are estimates based on Salesforce’s published list prices and typical implementation partner engagement costs. Real Salesforce contracts vary widely and are negotiable, especially at higher seat counts. Verify current Salesforce pricing directly with Salesforce before budgeting. Conduyt is flat $3,588 per year at any team size because $299 per month covers unlimited users.
Customization and extensibility
Salesforce AI: The Lightning Platform is one of the most extensible application platforms ever built. Apex (server-side code), Lightning Web Components (UI), Flow (no-code automation), and a massive AppExchange ecosystem. If you can describe a workflow, a Salesforce certified developer can build it. The trade-off is that this extensibility is what creates the consulting tax.
Conduyt: REST API and webhooks cover most integration use cases. MCP support means AI agents can read and write CRM data using a standard protocol. Outbound webhooks fire on every event. Custom pipelines and custom fields are supported in the UI. Conduyt is not as extensible as Salesforce, but most teams below 200 employees never need that level of extensibility.
Compliance and security
Salesforce AI: SOC 2 Type II, ISO 27001, HIPAA (with BAA), FedRAMP Moderate, GDPR, CCPA. Data residency options in US, EU, AU, JP, and others. Einstein Trust Layer for AI-specific compliance (PII redaction, prompt audit logs, model output filtering). If you work in a regulated industry, this matters.
Conduyt: Security-first architecture with enterprise-grade encryption at rest and in transit. GDPR and CCPA-aligned data handling. Data residency is US by default. AI audit logs are included. This covers the security baseline most SMB and mid-market teams need. For specialized regulatory certifications (FedRAMP, financial services frameworks), Conduyt is probably not the right call yet.
Where Salesforce AI is the right choice
There are real situations where Salesforce AI is the better tool, and we will not pretend otherwise.
Enterprise compliance requirements. If you are subject to FedRAMP, financial services regulatory regimes that require specific certifications, or industry-specific compliance frameworks that Conduyt has not pursued yet, Salesforce is the safer choice.
Existing Salesforce infrastructure. If your company already runs on Salesforce, has Apex code in production, and has invested in a Salesforce admin team, switching off Salesforce is a multi-year project with seven-figure switching costs. In that situation, the question is not “Salesforce vs Conduyt” but “how do we get more value out of our Salesforce investment,” and Einstein plus Agentforce are reasonable answers.
Deeply custom workflows. If your business has 50 sales processes that all need to be modeled differently, or if you sell complex products that require configure-price-quote logic, or if you have custom integrations with 30 internal systems, the Salesforce platform has the depth to handle it. Conduyt is not built for that level of complexity.
Enterprise sales motions. If your average deal size is $500,000 and your sales cycle is 18 months, you need account-based marketing, opportunity team selling, complex forecasting, and territory management features that Salesforce has spent 25 years building. Conduyt does not have those features.
Heavy AppExchange dependencies. If your team relies on a specific AppExchange marketplace app that has no equivalent elsewhere, that locks you to Salesforce.
Where Conduyt is the right choice
These are the situations where Conduyt is the better fit, and where Salesforce AI is overkill or financially irrational.
You want AI in your CRM without a 6-month implementation. Conduyt’s AI agents are configured in the UI and start working deals within a week. Salesforce Agentforce typically requires weeks of training data setup, prompt engineering, and integration work, often with a consulting partner.
You want predictable pricing. $299 per month, regardless of how many users, deals, agents, or AI conversations you have. No surprise bills at the end of the quarter because someone in operations ran a heavy Data Cloud query.
You are a small or mid-market team. Conduyt is built for teams of 5 to 200 people. Salesforce’s pricing and implementation overhead start to make sense above 200 users. Below that, the math heavily favors Conduyt.
You want flexibility on which AI model you use. Conduyt supports Claude, GPT-4, Gemini, Llama, and other models via MCP. Salesforce Einstein primarily uses Salesforce’s own model selection (with some BYOM support in Enterprise tiers). If you want to control which model writes your sales emails, Conduyt is more open.
You do not want to pay for a Salesforce admin. Conduyt is designed to be administered by the team using it, not by a dedicated admin role. There is no certified Conduyt admin job because the CRM does not require one.
You want to keep your data portable. Conduyt exports cleanly. The API is documented. There is no lock-in. If you ever decide to move off Conduyt, you can. The same cannot be said for a multi-year Salesforce deployment with 50 custom Apex classes.
A note on Agentforce specifically
Agentforce is the feature most directly comparable to Conduyt’s AI agent model, so it deserves a closer look.
Agentforce ships pre-built agents for service (Service Agent, Field Service Agent), sales (Sales Development Rep, Sales Coach), and other use cases. Salesforce describes them as “autonomous AI agents” that “act on your behalf.” According to Salesforce’s published Agentforce pricing, the model is per-conversation, with a conversation defined as an end-to-end interaction with a user or another system. Verify current Agentforce rates on Salesforce’s pricing page before budgeting.
The economics matter. The per-conversation model means costs scale with usage. A service team handling tens of thousands of conversations per month against a per-conversation Agentforce rate adds up quickly into five and six figures monthly, before any other Salesforce fees. Salesforce will negotiate volume discounts, but the per-conversation structure is fundamentally different from Conduyt’s flat-rate model.
Conduyt’s AI agents are bundled into the $299 monthly fee. There is no per-conversation cap. There is no surprise bill if usage spikes. The agents are functionally similar to Agentforce for the SMB and mid-market use cases (lead qualification, follow-up drafting, deal summarization, scheduling), though Salesforce has the lead on enterprise-scale features like territory-aware routing and complex case escalation.
If you are evaluating Agentforce, the right benchmark is your expected monthly conversation volume multiplied by the current Agentforce per-conversation rate (verify on Salesforce’s pricing page), plus whatever you are paying for Sales Cloud or Service Cloud. Compare that to Conduyt’s $3,588 annual flat rate. For teams under roughly 200 employees with normal AI usage, Conduyt comes out tens or hundreds of thousands of dollars ahead.
How to choose between them
The question “Salesforce AI or Conduyt?” usually answers itself once you write down three numbers.
- How many users will be in the CRM? Above 200, Salesforce starts to make sense. Below 200, Conduyt is almost always the better economic choice.
- What is your compliance requirement? If FedRAMP or specialized industry-specific certifications are required, Salesforce. If you need standard GDPR and CCPA-aligned handling plus enterprise-grade encryption, Conduyt is sufficient.
- How custom is your sales process? If you genuinely need 50 process variants, custom Apex code, and a configure-price-quote engine, Salesforce. If your sales process can be described in a kanban board with a few automation rules, Conduyt.
If two of those three answers point to Salesforce, you are probably a Salesforce buyer. If two point to Conduyt, you are probably a Conduyt buyer.
There is no shame in either answer. Salesforce built a great product for the enterprise. Conduyt built a great product for everyone else.
What about other AI CRMs?
If you are searching for “Salesforce AI CRM,” you are likely also looking at HubSpot Breeze, Pipedrive AI, and a handful of newer entrants. Honest read on each:
HubSpot Breeze is the closest direct competitor to Salesforce’s AI bundle in the mid-market. Decent feature set, but the same per-seat pricing structure that makes HubSpot expensive at scale applies to Breeze. We have a detailed comparison at Conduyt vs HubSpot and our HubSpot Per-Seat Pricing breakdown.
Pipedrive AI is lightweight and focused on sales-only use cases. If you only need an AI sales assistant and not a full AI-native CRM, Pipedrive AI is fine. See Conduyt vs Pipedrive for the full comparison.
Attio, Close, Monday Sales CRM all have AI features ranging from basic email drafting to lead scoring. None are AI-native in the way Conduyt is. They are CRMs with AI bolted on.
Conduyt sits in a slightly different category. It is built around AI agents from day one. See our complete list of AI CRMs in 2026 for the full landscape.
Frequently asked questions
Is Salesforce AI worth the price?
For enterprise customers with existing Salesforce infrastructure and the budget for it, yes. The Einstein and Agentforce capabilities are real and the platform is mature. For everyone else, the price-to-value ratio is poor compared to AI-native alternatives like Conduyt.
What is the cheapest way to get Salesforce AI?
According to Salesforce’s published pricing, Sales Cloud Pro Suite starts around $100 per user per month and includes some Einstein features. Agentforce is billed per conversation on top. So the minimum realistic monthly cost for a 5-person team using Salesforce AI is in the hundreds of dollars per month for the seats, plus per-conversation Agentforce charges, plus any Data Cloud usage. Verify current Salesforce rates before committing. The same team on Conduyt is $299 per month, total.
Can I bring my own AI model to Salesforce?
Partially. Einstein 1 Studio supports bringing your own models with some restrictions, and Data Cloud allows external model integration. The implementation is non-trivial and typically requires consultant help. Conduyt’s MCP support makes BYOM significantly easier, but Conduyt is less customizable in other ways.
Is Agentforce better than Conduyt’s AI agents?
For enterprise-scale customer service routing and complex multi-team workflows, Agentforce has more mature features. For SMB and mid-market sales and service automation, Conduyt’s agents cover the same high-frequency use cases at a fraction of the cost.
What about Einstein vs Conduyt for lead scoring?
Einstein lead scoring is genuinely good, especially at high data volumes (thousands of leads, hundreds of historical wins to train on). Conduyt’s lead qualification agents use LLM reasoning rather than statistical scoring, which works better at lower data volumes (the typical SMB situation) and worse at very high volumes. Different tools for different stages of growth.
How long does Salesforce AI take to set up?
Salesforce Sales Cloud Enterprise with Einstein takes 3 to 6 months for a mid-sized rollout. Adding Agentforce typically adds 4 to 8 weeks for proper agent training and testing. Adding Data Cloud is another 4 to 12 weeks. A real, working Salesforce AI deployment is rarely under 6 months end-to-end. Conduyt is usually 1 to 2 days from signup to AI agents working deals.
Is Conduyt a Salesforce competitor?
In the mid-market segment, yes. Conduyt competes for the same buyer as Salesforce when that buyer is a 5 to 200 person team weighing whether to standardize on Salesforce or pick a leaner, AI-native alternative. In the enterprise, Conduyt does not compete; Salesforce is the right answer for most large enterprises.
Can I migrate from Salesforce to Conduyt?
Yes. Conduyt supports CSV import of accounts, contacts, deals, and activities from a Salesforce export. The Conduyt team has done a handful of migrations from Salesforce, mostly small-to-mid-market teams who realized they were paying enterprise prices for SMB-sized usage. Migration typically takes 2 to 4 weeks depending on data complexity.
What is the best CRM for AI workflows in 2026?
Depends on your size. Under 200 users with a focus on AI-driven sales and service, Conduyt. Above 200 users with enterprise requirements, Salesforce. For the deep dive on AI CRM landscape, see Best AI CRM in 2026.
Does Salesforce AI work with HubSpot or other tools?
Salesforce has integrations with most major SaaS tools, though many require third-party connectors. Bidirectional sync with HubSpot is possible but typically requires a paid middleware tool. Conduyt has native integrations with the most common SMB tools (Google Workspace, Microsoft 365, Slack, Stripe, etc.) and a public API for everything else.
Bottom line
If you are an enterprise buying Salesforce AI in 2026, the platform is mature, the AI features are real, and the implementation overhead is the price of admission to enterprise-grade software. Budget six months and a quarter-million dollars and you will end up with a system that can do almost anything.
If you are a small or mid-market team looking for an AI-native CRM in 2026, the math on Salesforce does not work. You will spend 10 to 50 times what a flat-rate AI-native CRM costs, take six months to implement, and end up with capabilities that you do not need because they were built for organizations 10 times your size.
Conduyt was built for the second group. Flat $299 per month, unlimited users, AI agents that work the board alongside your team, and a CRM you can actually administer yourself.
See pricing or start a free trial to see how Conduyt’s AI agents work in practice.