Best AI Agent Automation Platforms for B2B Teams (2026): 10 Picks Compared by Billing Meter and Home System

Copilot Studio is Microsoft's low-code builder for agents that run in Teams, Microsoft 365 Copilot, websites, and autonomous background triggers. It has the most transparent metering of any suite vendor. Microsoft Learn publishes a rate card: 1 credit per classic (scripted) answer, 2 per generative answer, 5 per agent action, 10 for tenant graph grounding, and 13 per 100 agent flow actions. Reasoning models add 10 credits per 1,000 tokens. Credits come in tenant-wide packs of 25,000 for $200/month or pay-as-you-go at $0.01 each. Microsoft says there are no feature differences between the two.

For B2B teams, the strength is identity and governance. Agents use Entra ID, inherit Microsoft 365 permissions, and are managed in the Power Platform admin center, where admins can set monthly credit caps per agent. The Microsoft 365 Copilot license covering employee usage (see above) makes internal agents very cheap if you already bought Copilot seats. The weak spot is reach outside Microsoft. Hundreds of connectors exist, but multi-vendor back-office processes quickly become Power Platform projects that need a skilled maker.

Agentforce puts agents directly on Salesforce records: qualifying leads, resolving cases, updating opportunities, and handing off to humans inside Service Cloud. Salesforce publishes three ways to pay. Flex Credits cost $500 per 100,000; a standard action uses 20 credits ($0.10) and a voice action 30. Per-conversation pricing is $2, which suits customer-facing chat. Per-user add-ons are $125/user/month for Sales, Service, and Field Service and $150 for Industries Clouds, with unmetered employee usage. Agentforce 1 Editions start at $550/user/month and include 2.5 million Flex Credits per org per year. The builder tools (Agentforce Builder, Prompt Builder, Agent Script) come with the $0 Salesforce Foundations tier, so you can prototype before you buy capacity.

If Salesforce is your system of record, no other option gives an agent the same native access to your data model, sharing rules, and field history. Outside Salesforce, it's weaker: acting on other vendors' systems usually means MuleSoft or custom integration work. Revenue teams comparing Agentforce against dedicated AI SDR tools should also read our Clay vs. Apollo vs. Outreach AI SDR comparison. Those tools are more specialized but sit outside your CRM's permission model.

Gemini Enterprise is Google's agent workspace: search and chat grounded in company data, prebuilt Google agents, a no-code agent builder, and a place to publish full-code agents built outside the product. Google's product page lists Business from $21 per seat per month for small teams, with a 30-day trial. Standard and Plus, which add enterprise IT controls and higher quotas, start at $30. A pay-as-you-go option for organizations with 20+ seats has a $0 seat fee. According to Google's edition comparison, building custom no-code agents is available on Business, Standard, Plus, and pay-as-you-go but is labeled preview. Every edition except Frontline gets the full data connector ecosystem, including Microsoft 365 sources.

This suits knowledge-heavy work (research, drafting, finding answers across Drive, Jira, and SharePoint) more than transactional back-office automation. Seat pricing is predictable, but Google says consumption beyond each edition's quota is billed separately. Check the quotas page against your expected usage. Because the no-code builder is still in preview, we'd pilot Gemini Enterprise for employee-facing agents and keep a workflow tool for write-heavy processes.

On April 9, 2026, ServiceNow replaced its five legacy packages with three AI-native tiers: Foundation, Advanced, and Prime. Its announcement says AI capabilities now come in every package rather than as a sidecar add-on. The agent toolset includes AI Agent Studio for building, an orchestrator that routes work between agents, and AI Control Tower for governance. AI usage is metered through pools of "Assists" on top of the tier.

For organizations whose IT and HR service desks already run on ServiceNow, this is the natural home for agents that triage incidents, fulfill requests, or answer policy questions. The workflow, CMDB, and approval chains are already there. ServiceNow doesn't publish list prices, so you can't benchmark cost without a quote. Ask the account team for the Assist cost of a typical agent run in your workflow, since that's the number that grows with adoption. Teams that are new to ServiceNow shouldn't adopt it for agents alone.

UiPath pitches "agentic automation": AI agents, robots, and people coordinated through one orchestration layer (Maestro). Agents can call your existing bots as tools. That matters because many core processes still run on systems with no API, and a bot that already works reliably is a better tool than an agent trying to use the same screen from scratch. UiPath's pricing page lists a free Community tier, Basic from $25/month (Europe region only, limited users, robots, and agent calls), and quote-based Standard and Enterprise tiers that include agents, document extraction, and process orchestration. Enterprise adds self-healing UI automation, bring-your-own AI model, and on-premises or multi-region deployment.

If you already have dozens or hundreds of UiPath automations, adding agents here is the lowest-risk path. You keep your bot governance, credentials vault, and Center of Excellence processes. If you have no RPA today, don't start here to get agents. The platform's value is tied to bot infrastructure you won't use.

Automation Anywhere markets itself as an "agentic process automation" platform. It includes AI Agent Studio for building agents, a Process Reasoning Engine, Document Automation, and its RPA workspace. The pitch matches UiPath's: agents reason and decide, and bots carry out actions on systems that can't be reached any other way. Pricing is quote-based. The only published option is a free Cloud Community Edition for learning and development.

The decision here usually comes down to the same thing: which RPA vendor you already run. Migrating a bot estate between UiPath and Automation Anywhere just to get agent features rarely pays off. Instead, ask your current vendor how agent runs are metered on top of existing bot licenses, and get it in writing before rollout. That second meter is where budgets surprise people.

Workato is an enterprise integration platform that has added an agent layer called Agent Studio. Its agents are called "Genies," and they use Workato recipes and connectors as skills. Workato's documentation explains the metering: each input prompt sent to a Genie, from a user, an app event, or another Genie, counts as one Genie action. Internal reasoning, knowledge retrieval, and hand-offs between Genies are bundled into that count rather than billed separately. Recipe steps that feed a Genie are billed as regular Tasks. Workato's docs give a worked example: a quote workflow that calls a recipe function costs 4 Genie actions plus 2 Tasks.

Per-prompt metering is easier to forecast than per-step metering, because an agent that reasons longer doesn't cost more. Workato also already has the governance, audit, and connector depth that enterprise IT expects. The downside is list prices you can't see before talking to sales. For how Workato compares with other integration platforms, see our best iPaaS platforms for B2B SaaS teams roundup.

n8n is a workflow automation platform with AI agent nodes built into the canvas. Agents run as steps in a workflow, with regular nodes before and after them for validation, branching, and human approvals. Its pricing page lists Cloud Starter at €20/month (2,500 executions) and Pro at €50/month (10,000 executions), both billed annually. The self-hosted Business plan is €667/month for 40,000 executions, and Enterprise is custom. All plans include unlimited users and workflows. The key line is that pricing is "based on monthly workflow executions, regardless of complexity." The AI credits in each cloud plan are for n8n's built-in AI Assistant, which helps you build workflows. Your agent's own model calls normally run on your provider's API key.

This combination (flat per-run pricing, self-hosting, and bring-your-own model) makes n8n our pick for teams that want cost control and data residency and are comfortable reading JSON. It's not the easiest option for non-technical staff. For head-to-head billing math against Zapier and Make, see Make vs. Zapier vs. n8n. If you're moving existing Zaps across, our Zapier-to-n8n migration guide covers the steps.

Zapier Agents lets business users describe agent behaviors in plain English and connect them to the same app catalog that Zaps use. Billing is separate from Zap tasks. Zapier defines an activity as "any billable action an agent takes: using a trigger, answering from a knowledge source, running an action, web browsing or scraping, a web search, or a message sent via the Chrome extension." The Free plan includes 400 activities a month. Pro is $33.33/month billed annually for 1,500 activities. Enterprise, with custom volumes, org-wide agent sharing, and audit logs, goes through sales. On Team accounts, activities are shared as a pool.

It's the fastest way for a non-technical team to get a working agent. But per-activity metering adds up quickly on multi-step agents. In our 1,000-order example, roughly 5 activities per run would use up the Pro allowance in about 300 runs. Zapier Agents fits low-volume, high-value work (research, triage, meeting prep) better than high-volume transactional processing.

Lindy is an agent product for business users that works in email, calendars, meetings, and CRM, with approvals built in. Its pricing page lists Plus at $29.99/user/month (3,000 credits), Pro at $99.99 (15,000 credits), and Max at $199.99 (35,000 credits). Every seat's credits go into one team pool. Lindy estimates "everyday asks" at 2–250 credits and "deep work" such as competitor research or triaging a day's support queue at 250–1,000 credits. Credits don't roll over. When the pool runs out, Lindy pauses credit-using work instead of charging overage. Enterprise adds a HIPAA BAA, audit logs, and dedicated support.

Lindy doesn't compete with n8n or Workato for back-office processes. It's a per-seat assistant platform for revenue, success, and executive teams, and the pooled credits make it easy to budget. The trade-off is less control over each step of a workflow than a workflow tool gives you.