10 Best AI Agent Builders to Try in 2026

AI agents have become the foundation for thousands of businesses, managing customer service, sales, and even backend business functions since 2026. They have become much easier to create. Most of the time, a developer and knowledge of coding are no longer necessary. Most people use agent builders to create agents that fit their personal or business needs.

There are agent builders that target specific use cases. For example, agent builders that help automate inbound customer emails, agents that automatically qualify leads, and enterprise-level systems orchestration builders are popular choices for targeting specific needs.

In the following guide, you can find useful information about the top agent builders including pricing, features, strengths, and weaknesses. Throughout the guide, you can discover which agent builders would help automate your business the fastest so you can spend your time doing more valuable activities.

Reasons Companies Will Start Using AI Agent Builders in 2026

Automate Tedious Processes

Introducing AI agent builders will bring a host of automation for a variety of tedious processes a company may undertake. This could involve functions such as responding to emails, scheduling meetings, processing invoices, and creating reports. These become automated and people can focus on processes that bring higher value to the company.

Increase Employee Efficiency

As the AI agents take care of tedious processes, the efficiency of the entire team increases. The agent builders take care of processes that have to be repeated to the point that they allow people to get more work done in the same amount of time.

Improve Support Services to Customers

AI agents can be used to relay answers to questions that customers may have as well as to handle issues customers may have, all while providing instant support through webpages, messaging applications, and email.

Lower Business Costs

AI agent builders allow new ways to run a business in an efficient manner without a huge increase in operating costs. Eliminating manual processes will help control costs.

Ability to Connect Various Business Services

Most agent builders work with other business applications that are widely used, such as CRMs, project management applications, cloud storage, and communication tools. The builders merge business services to create a smooth process.

Advance Business Processes Using Real-time Analysis

With an AI agent at a company’s disposal, the agent would be able to analyze business processes, generate reports, and summarize information in an easily digestible and even actionable format, all in real-time. This would allow company executives to make decisions on time.

Easily Scale Business Operations

As companies expand, AI Agents can handle greater workloads without the need for a proportional increase in employees. Organizations can automate additional tasks and sustain the same level of performance and quality of service.

Optimize Sales and Marketing

Sales and marketing divisions leverage AI Agents to help qualify leads, personalize outreach, schedule follow-up tasks, and generate content and perform analyses for ongoing campaigns. This leads to improved conversion rates and generates greater productivity overall.

Improve Data Accuracy and Compliance

By automating business processes, AI Agents help standardize data entry and significantly reduce human error and facilitate a greater level of data accuracy and compliance. Many solutions also provide an audit log and permission and security controls to support a greater level of compliance.

Speed Up Digital Transformation

AI Agent builders empower business to quickly and easily adopt AI technologies without the time and expense of building custom software. No-code and Low-code solutions provide the opportunity for companies to modernize business processes, significantly improve efficiency,and remain competitive in an AI dominated economy.

Quick Comparison Table

Platform	Best For	Price (2026)	Strengths	Limitations
Relay.app	Startups & SMBs	Free tier + Pro ~$20/mo	Chat-based editing, human-in-the-loop, fast setup	Limited advanced orchestration
Gumloop	Technical teams	Free tier + Team ~$29/mo	Visual multi-agent canvas, AI-native workflows	Steeper learning curve
Zapier	Non-technical users	Free tier + Starter ~$19.99/mo	8,000+ integrations, automation-first	Proprietary, less developer flexibility
Relevance AI	Sales & GTM teams	Custom pricing (enterprise focus)	Pre-built BDR/inbound agent templates	Narrow focus on sales workflows
n8n	Developers	Free self-hosted + Cloud ~$20/mo	Open-source, self-hostable, full customization	Requires technical expertise
Cassidy	Knowledge-heavy orgs	Free trial + ~$25/mo	Agents grounded in internal docs	Limited integrations outside knowledge base
Make	Power users	Free tier + Core ~$10/mo	Granular control, complex automation logic	Complexity can overwhelm beginners
Stack AI	Regulated industries	Enterprise pricing only	HIPAA, SOC 2 compliance, on-prem deployment	Higher cost, enterprise focus
Lindy	Professionals	Free tier + Pro ~$15/mo	AI assistant for inbox, calendar, meetings	More personal productivity than enterprise
Tray	Enterprise IT	Enterprise pricing only	iPaaS orchestration, governed stacks, scalable	Best suited for large orgs, not SMBs

1. Relay.app – Best for startups & SMBs

Relay.app is an excellent choice for early-stage companies that want to leverage automation where there is little need for technical skills. Relay.app helps companies streamline onboarding of new customers, reminders for tasks, and even notifications within the company.

The support is excellent, with walkthrough documentation, quick-responding chat help, and a support forum. Relay.app provides early-stage companies a really good price, integrations with useful apps, and consistent uptime. All of this adds up to be a good choice for small and early-stage companies that want automation, but without the complexity offered to larger, enterprise customers.

Where it’s strong: Even first-time workflow builders can use Relay.app thanks to its modern UI. Built-in AI and human approval steps make this a great option for small businesses and start ups that want to automate processes without losing control over their operations.

Where it’s weaker: Highly customized enterprise environments can’t make it work. Companies that require orthogonal API integrations and more complex issues of enterprise governance will stretch Relay.app’s limitations as their needs grow.

Relay.app Pricing

• Free Plan — Basic automation with limited credits.
• Professional ($19/month) — Expanded workflows, AI credits, human-in-the-loop controls.
• Team ($59/month) — Collaboration, shared workflows, and prioritized support.
• Enterprise (Custom) — Advanced integrations, compliance, and dedicated onboarding.

Best For

Relay.app is useful for small businesses that need an easy way to automate daily functions and simplify the business process without a complicated setup. This software is great for teams that need to refine approvals and customer onboarding, delegate tasks, and boost team engagement and collaboration.

Relay.app Key Features

• Visual Workflow Builder – An even more simplistic layer enables teams to drag and drop code elements, design AI-powered workflows, and build intricate business automations, without any code.
• Human-in-the-Loop Approvals – All actions that require AI-made decisions are sent for approval to the managers. This helps managers remain in control and prevents the team from running amok with AI in the business.
• 200+ App Integrations – Using Relay, teams can connect their essential business applications and collaboration tools to automate tasks and enhance productivity. Apps include Slack, Gmail, Google Workspace, HubSpot, Airtable, and Notion.
• Multi-Model AI Support – Decide what AI would suit your business process best. Choose from the leading AI models and automate processes for content creation, customer support, and other business-critical tasks from helpdesk.
• Workflow Monitoring – Checks the automation and sends an error notification to the concerned process owner. System logs all actions taken to the workflow and what errors were encountered along the way.

2. Gumloop – Best for technical teams

Gumloop really shines for teams that are engineering-heavy and want a great deal of customization. Gumloop provides the ability to create complex agent workflows, API integrations, and the ability to build out complex logic. Automation of developer and engineering ops is even possible with Gumloop.

Developer support is even offered through Gumloop’s doc and GitHub-based support, and their communities on Slack. Advanced debugging and sophisticated, scalable infrastructures are all offered with Gumloop. This builder is ideal for teams that are technical and engineering-based.

Where it’s strong: Developing AI workflows that incorporate web scraping and browser automation are a breeze for technical teams using Gumloop. Novel ways to automate research and data-intensive tasks are easy to implement.

Where it’s weaker: Compared to no-code tools, it is less user friendly. Highly technical teams will find no code tools more effective and its limited built-in integrations mean more off-the-shelf business solutions will require building custom APIs.

Gumloop Pricing

• Free Plan — 5k credits for basic agent building.
• Pro ($37/month) — Visual multi-agent canvas, API integrations, and monitoring.
• Team ($244/month) — Multi-agent orchestration, team collaboration, and high execution limit.
• Enterprise (Custom) — Dedicated infrastructure, compliance, and premium support.

Best For

Gumloop is great for building complex workflows for advanced AI and automation for developers and tech teams. This software fits organizations that need to flexibly create custom automation, use API integrations and document processing, and create scalable AI agents.

Gumloop Key Features

• No-Code AI Builder – Intelligent AI automations can be built in no time by technical teams. The AI can determine what code constructs are needed and create code on the team’s behalf.
• Web Scraping Automation – Automate the mundane task of extracting information from the web. This can be useful for research, competitor analysis, and lead generation.
• API & Database Integrations – AI automations can be made to cross the boundaries of the tool by connecting the Integrations to the API endpoints of other tools and Databases.
• Browser Automation – Automate all within the browser. From filling forms, data collection, report generation, to the endless online tasks that can be made business operations.
• AI Model Compatibility – Design business workflows to engage AI models for sophisticated business tasks that can be conversational in nature, document an analysis, or data processing.

3. Zapier – Best for non‑technical automation

Zapier is an excellent choice for users who are not technical and want automation and integrations without having to write a single line of code. Zapier allows users to create Zaps that can send an email, update a spreadsheet, or post in Slack and can even integrate thousands of other apps.

There is an excellent ecosystem for support, including very responsive customer service, a plethora of templates, and many different video tutorials.

Zapier is a great tool for small businesses and marketers looking for solutions that can deliver quick wins. Zapier is a simple tool that is easy to use, reliable, and does not require you to have advanced skills to create automations.

Where it’s strong: Everyday automation is simple with Zapier. Realizing the needs of individuals and businesses with thousands of app integrations has never before been so easy and quick to implement. Most workflows are built in mere minutes.

Where it’s weaker: Everyday automation is where Zapier shines. Advanced logic and complex structures compromise the flexibility of the tool. It also operates on a task-based billing model, so a high volume of tasks can be costly.

Zapier Pricing

• Free Plan — 100 tasks/month and basic automation.
• Starter ($19.99/month) — 750 tasks/month and multi-step automation.
• Professional ($49/month) — Unlimited Zaps, advanced logic, and premium apps.
• Team ($69/month) — Collaboration, shared folders, and admin controls.
• Enterprise (Custom) — Compliance, governance, and tailored scaling.

Best For

Zapier is the go-to app for a no-code automation solution as business process automations like email, social media, and CRM management can be done by making all app connections. This app is great for first-timers, freelancers, small businesses, and marketers as they can do automation and not be repetitive.

Zapier Key Features

• 7,000+ App Integrations – Integrate a multitude of business applications in one convenient location to deploy no-code business automations, eliminating tedious data entry across multiple software solutions.
• AI-Powered Automation – Employ AI Actions to summarize and generate text and classify data to create automated business workflows using natural language commands.
• Multi-Step Workflows – Generate automations that will carry out sophisticated business needs using filters, delays, and conditional and branching logic.
• Pre-Built Templates – Access thousands of automation templates for various business needs including marketing, sales, customer support, and project management to get a head start on your workflows.
• Team Collaboration – Centralize your automations and manage workflow permissions to collaborate with your team within the platform.

4. Relevance AI – Best for sales & GTM workflows

Relevance AI is a sales and go-to-market automation tool. Relevance AI allows sales teams to create agents that analyze leads, customize outreach, and assess the performance of their sales pipeline.

Relevance AI solves the problem of sales teams constantly having to update their CRMs and allows them to focus on improving sales. Tools for sales automation help sales teams to optimize their sales processes and increase their sales.

Strength: Relevance AI is designed for marketing and sales teams and helps create AI agents that do the labor-intensive tasks of qualifying leads, researching prospects, and automating outreach and organizing customer data.

Weakness: If you want a general-purpose automation platform, Relevance AI is very specialized. Companies that do not have a sales-intensive workflow may find other platforms more tailored to their automation needs.

Relevance AI Pricing

• Free Plan — 100 credits/day for testing workflows.
• Pro ($19/month) — Basic sales automation and CRM integration.
• Business ($199/month) — Advanced GTM workflows and pipeline automation.
• Team ($234/month) — Collaboration and higher credit limits.
• Enterprise (Custom) — Tailored onboarding, compliance, and dedicated support.

Best For

Relevance AI is good for teams that need to use an AI solution to automate sales tasks and do research for leads and customers as well as sales outreach and other sales tasks. This app helps teams work faster, get more done, and use the data they have to make decisions.

Relevance AI Key Features

• AI Agent Builder – Create tailored AI Agents that use natural language commands to automate business workflows including sales, customer engagement, market research, and operations.
• Sales Automation – Provide AI recommendations to automate lead qualification, outreach, and CRM updates to support the sales team in executing their go-to-market strategies.
• Knowledge Base Integration – Enable AI agents to access pertinent and context-rich data and documentation to perform customer-facing and internal business tasks.
• Multi-Agent Workflows – Use AI agents in tandem to facilitate the fulfillment of complex business needs including research, planning, reporting, and customer engagement.
• Analytics Dashboard – Utilize reporting features and performance analytics to evaluate AI agents and the business impacts of automated workflows.

5. n8n – Best open-source option for developers

n8n is an automation tool that developers adore. n8n is a developer’s dream tool because it is completely customizable and allows automation to be built securely and hosted self.

The support for n8n comes from the open-source community, and a great deal of documentation is available on their GitHub page. n8n is the best for teams that want to build their automation tool, and want the flexibility to do so.

Strength: n8n is a highly flexible platform and is very strong for developers who want complete the control over their business automations. n8n is highly customizable due to its self-hosting, open-source model, and strong API.

Weakness: Compared to most other no-code platforms, n8n can be very complicated. Users that do not have a background in development will have to first spend time learning the intricacies of self-hosting and configuring the workflows before they can successfully use the platform.

n8n Pricing

• Self-Hosted (Free) — Unlimited workflows, full data control.
• Starter Cloud (~$24/month) — Managed hosting with the essentials.
• Pro (~$49.99/month) — Collaboration tools and execution limits with premium support.
• Enterprise (Custom) — Dedicated infrastructure, SSO, advanced security and compliance.

Best For

n8n is great for companies that need total flexibility for their workflow automations and business process automation. This is a developer-friendly, self-hosted, and custom API automation solution for backend automation.

n8n Key Features

• Open-Source Platform – Gives companies freedom from vendor lock and the flexibility to modify the workflow and features to their needs.
• Self-Hosted Deployment – For those who prioritize keeping their data completely secure, private, and under their control, n8n can be deployed to private servers or cloud infrastructures.
• 400+ Native Integrations – Hundreds of applications accessible to n8n users, including applications from Google Workspace, Slack, GitHub, Notion, various databases, and multiple CRM applications.
• Visual Workflow Builder – Simplifies the process of designing and constructing the building blocks of complex automated workflows, utilizing an easy drag-and-drop function.
• AI Workflow Automation – Automate customer support, content creation, document analysis, and other AI-driven workflows through n8n’s integration of various AI models.

6. Cassidy – Best for knowledge–grounded agents

Cassidy is a great tool for building support bots and offers a great tool for grounded knowledge research assistants. With Cassidy, agents can be built to respond to inquiries with information that is accurate and grounded.

Cassidy has enterprise-level support and a great deal of training on their knowledge base. Cassidy is the best option for clients that require AI agents and want a proven and trustworthy source. It’s designed to be precise and dependable in knowledge-intensive workplaces.

Strength: Cassidy is a strong app once the task for the AI is to answer questions based on the internal knowledge of the company. It does this by securely connecting your documents, policies, and resources, and it tells them the answers in context.

Weakness: Cassidy is mostly focused on enterprise knowledge management, and therefore lacks automation. Most companies looking for large-scale integration of third-party services, or highly developer-oriented customizable workflows, will find Cassidy to be more focused.

Cassidy Pricing

• Free Starter – 3 Seats, 10K Credits, Document Ingestion.
• Pro ($49/month) – Knowledge‑Based Agents, Semantic Search, Workflow Automation.
• Business ($79/month) – Larger Teams, Advanced Integrations, Priority Support.
• Enterprise (Custom) – Compliance, White Glove Setup, Advanced Features.

 Best For

Cassidy is beneficial for teams that have AI tasks to answer external and internal queries that require specialized company information. This app is great for teams that have an internal document or knowledge repository like HR and legal or customer support and operations teams.

Cassidy Key Features

• Knowledge-Grounded AI – Instead of building AI agents that can only respond with general knowledge from the internet, create agents that respond to queries based on your company documents.
• Document Intelligence – Connect various file sources to build virtual assistants for your business that are highly accurate and responsive.
• Secure Permission Controls – Sensitive data and documents are protected by controlling permission levels for different roles. Staff only have access to what they are meant to.
• Workflow Automation – Simplifies the automation of processes for internal requests, employee onboarding, searches for documents, and retrieval of company knowledge.
• Enterprise Security – All the infrastructure and features necessary to ensure sensitive information for your business is kept secure are provided.

7. Make – Best for power users needing complex logic

Make (previously known as Integromat) is for powerful users needing complex automation that goes multiple steps further. This software lets its users build workflows visually and incorporates a variety of branched logic and conditions. Lots of teams use this automation for business operations and automate workflows for finance and logistics.

Make automates processes and actions that are far more detailed than simple business logic. This software is great for users who need far more from Make than a simple trigger.

Where it’s strong: Make provides a visual workflow builder that remains highly flexible and intuitive, allowing users to implement complex logic and custom integrations to their automations.

Where it’s weaker: Understanding automation better may be required to create more advanced scenarios given the interface overload for first time users.

Make Pricing

• Free Plan – 1,000 Credits/Month, Simple Workflows.
• Core ($9-10.59/month) – Multi‑Step Workflows, Simple Integrations.
• Pro ($16-18.82/month) – Advanced Logic, Greater Limits.
• Teams ($29-34.12/month) – Workflows/Collaboration, Shared/Controlled Workflows.
• Enterprise (Custom) – Governance, Compliance, and Mass Automation.

Best For

Make is ideal for advanced users and businesses that need detailed automation across complex workflows and thorough integrations. It’s perfect for companies with complex operational needs that traverse multiple systems.

Make Key Features

• Advanced Workflow Builder – Code-free automation that involves the use of logic, filters, and other logic-based paths is possible through the visual design interface for workflows.
• 2,000+ App Integrations – Integrate the cloud, databases, API, and business applications required to realize operational workflows for a business.
• Powerful Data Processing – Data can be formatted, filtered, merged, organized, and transformed prior to the sending of the processed data to integrated applications.

8. Stack AI – Best for regulated industries

Stack AI is built for compliance and regulations-focused industries such as healthcare, finance, and insurance. Stack AI ensures that automation agents are compliant with even the most strictly enforced rules by incorporating secure data and audit trails for Agent compliance.

Stack AI is built for markets where regulations and compliance affect the day-to-day operations of the business and automation doesn’t need to be safe, compliant, and trusted.

Where it’s strong: Stack AI functions well in industries that require secure AI deployment. Stack AI is designed for businesses in healthcare, finance, and legal industries where compliance and privacy are critical.

Where it’s weaker: Smaller businesses may find several features irrelevant since the platform is designed for secure business environments. Stack AI may lack necessary features for personal productivity or lightweight business automation.

Stack AI Pricing

• Free Plan – 500-1,000 Runs/Month, Simple Agents.
• Builder ($99/month) – Secure Workflows, Audit Trails, Compliance.
• Team ($499/month) – Collaboration, Advanced Integrations, and Priority Support.
• Enterprise (Custom) – On‑Prem, HIPAA/SOC 2, Compliance, Support.

Best For

Stack AI is ideal for healthcare, finance, and legal verticals, among other regulated sectors, where secure and private AI, data compliance, and defense against legal liability are primary concerns. It enables the development of compliant and secure AI agents.

Stack AI Features

• Enterprise AI Agents – Build safe AI assistants in healthcare, finance, legal, and other regulated fields.
• Private Knowledge Bases – Make organization-specific AI answers by linking internal documents and databases.
• Retrieval-Augmented Generation (RAG) – Augment AI accuracy with the retrieval of company-specific trusted information.
• Compliance & Security – Includes enterprise authentication, audit logs, role-based permissions, and secure deployment.
• LLM Integration – Access cutting-edge language models for the construction of intelligent business assistants with enterprise governance.

9. Lindy – Best for professionals & productivity

Lindy is an automation and AI agent creating software built for the everyday professional. Lindy helps automate the creation of calendar events, helps draft and send emails, and offers support for task management. Lindy helps users break down barriers and friction that are present in the workday.

Lindy offers tailored professional onboarding and automation and productivity templates. Lindy goes to great lengths to help the busy professional. Lindy was designed with user pains in mind to boost overall productivity.

Where it’s strong: Lindy easily fits into your daily productivity as a personal AI assistant, helping with meeting and email management along with scheduling and covering other repetitive tasks. Lindy caters to those without a technical background.

Where it’s weaker: Lindy focuses on individual productivity and cannot cover enterprise level automation or highly complex business workflows that span multiple business units.

Lindy Pricing

• Plus ($49.99/month) – Manage Inbox, Schedule, and Summarize Meetings.
• Pro ($99.99/month) – Enhanced Features, Integrations, and Support.
• Max ($199.99/month) – Full Suite, Unlimited, and Priority Onboarding.
• Enterprise (Custom) – Compliance and Specialized Deployments.

Best For

Lindy is perfect for overwhelmed professionals and executives that need support with administrative tasks so that they may focus on more high-priority responsibilities. Lindy handles blocks of personal assistant tasks and supports with scheduling, email management, and meeting/task reminders and notes.

Lindy Features

• AI Executive Assistant – Automate the tasks of AI executive assistants for busy professionals. Takes care of scheduling, emailing, reminders and follow-ups.
• Meeting Automation– Automatically schedule, send invites, summarize meetings, and create follow-up tasks.
• Voice AI Assistant – AI agents of voice handle phone calls and voice customer interactivity.
• Productivity Integration – Integrates with Gmail, Google Calendar, Slack, Zoom, HubSpot, Salesforce, and Notion.
• Custom AI Workflows – Automate daily work and business tasks with personal customized workflows.

10. Tray – Best for enterprise IT orchestration

Tray is best used by enterprise IT teams who have highly intricate requirements for multi-system orchestration and secure, wide-reaching automation. IT departments utilize the system for monitoring the network, syncing data, and managing workflows across the enterprise.

The service provides help with enterprise onboarding, round-the-clock assistance, and compliance certification. Tray is great for large companies that require automation on a large scale. The system is created to manage reliability and security for enterprise operations.

Where it’s strong: Organizations that require IT orchestration and the ability to integrate multiple business APIs, CRMs, ERPs, and other cloud applications appreciate that Tray excels at enterprise level workflow design.

Where it’s weaker: Several features may be unnecessary since the implementation, features, and pricing are designed for enterprise level automation and integration as opposed to covering the basic business task automation that most small businesses require.

Tray Pricing

• Pro (~$595-600/month) – 25,000 Tasks with Enterprise Orchestration.
• Team (~$1,500+/month) – Collaboration, Advanced Orchestration, Governance.

Best For

Tray is perfect for large enterprises and IT departments who need to build integrations across multiple business systems, enterprise automation, and complex scaled operations. It’s great for the need of high-automation across business units.

Tray Features

• Enterprise Workflow Automation – Automate large-scale enterprise operations with an extensive low-code tool to connect applications.
• Advanced API Management – Use APIs, webhooks, and enterprise connectors to create custom integrations and sync business systems.
• AI Orchestration – Manage AI models along with automation across various business units to improve the speed and efficiency of business operations.
• Enterprise Security & Governance – Covers access control, monitoring, audit logs, and compliance for large organizations.
• Scalable Infrastructure – Designed for large enterprises with millions of automated business processes every month.

How to Actually Choose Between These Seven

Find Your Skill Level

Your experience impacts what builders you should look for. Beginners should look for no-code builders. Builders with APIs, custom code options, and workflow customizations are for more experienced builders. Look for builders that fit your skill level.

Find Your Use Case

What do you want your AI agent to be used for? AI builders can help you automate customer support, sales, or content. They can help you with knowledge management and help automate business processes. Make sure to use a builder that can meet your use case.

Look at What Tools the AI Agent Builder Uses

Make sure the AI agent builder works with the tools you already use. The tools can be any of the following: CRM tools, email tools, project management tools, cloud tools, databases, and communication tools.

Look at the AI Features

What features of AI do you want? Some options are support for multiple AI models, RAG, AI with memory, approval processes, and AI that can make decisions.

Consider Your Compliance With Regulations

If your business handles sensitive data, security features of the AI builder should include role-based permissions, audit logs, and encryption, along with compliance of standards like SOC 2 or GDPR.

Look at the Price vs Value of the AI Builders

Select a builder that has a price that is right for your budget. Look at what the free versions and plans of other builders offer. Look at the price of subscriptions and enterprise upgrade options.

Test Before Making a Final Decision

You can take advantage of free trials or free plans in order to construct a sample workflow for your business. The self-service nature of these platforms means that you can directly assess their usability, performance, and integrations and gain insight into their worth before purchasing a paid plan.

Frequently Asked Questions

Final Take

From interchangeable automation tools, AI agent builders have developed into sophisticated platforms that can take on entire workflows, analyze data, and execute business functions with little to no human touch. There are Platforms that cater to different needs such as Relay.app for those who want direct and simple solutions, n8n for developers, Relevance AI for sales teams, and Tray as well as Stack AI for large enterprises.

It really depends on your skill level, financial resources, business goals, and how much you plan on integrating AI agent builders. These builders really all offer very unique solutions, so be sure to check them out and see what security and scaling options they have as well as their pricing. They will make your life easier, work more efficient, really improve the customer experience, and help bring your business up to AI standards well before the next major rollout of AI in 2026.