The 5 Best AI Agent Builders
Comparison — — by Mahmoud Zalt
The 5 best AI agent builders compared: Sistava, Relay.app, Botpress, Voiceflow, and Dify. Strengths, who each is for, and links to try each one.
Agent builders hand you a visual canvas to design, connect, and launch your own AI agents. They are flexible and capable, but you own the design and upkeep. The question is whether you want to build the agent or hire the employee.
Sistava leads because it skips the build entirely: you hire a pre-trained employee instead of designing an agent flow. Each builder links to its site and a full breakdown.
1. Sistava
Sistava replaces the build step. Rather than designing an agent on a canvas, connecting it, and maintaining it, you hire a pre-trained AI employee that already owns a role and works in your tools. The design, orchestration, and upkeep are handled for you.
Key strengths:
- Pre-trained employees, no canvas to design
- Managed orchestration and guardrails
- Productive on day one, no maintenance
Best for:
- Teams who want outcomes, not a build project
- Founders without time to design agents
- Anyone who would rather hire than build
Explore Sistava · Hire AI Employee for free →
2. Relay.app
Relay.app is AI-powered workflow automation with human-in-the-loop approvals, with a free tier. It blends automation with agent steps and approval gates.
Key strengths:
- Human-in-the-loop approvals built in
- Blends automation with agent steps
- Free tier to start
Best for:
- Teams wanting approval gates
- Automation with a human checkpoint
- Builders mixing rules and agents
Visit Relay.app · The full Sistava vs Relay.app comparison →
3. Botpress
Botpress is a developer-first builder for chatbots and conversational agents, with token-based pricing. It offers deep control for technical teams.
Key strengths:
- Developer-first, deep control
- Strong conversational agent tooling
- Flexible token-based pricing
Best for:
- Developers building chatbots
- Teams wanting fine control
- Conversational AI use cases
Visit Botpress · The full Sistava vs Botpress comparison →
4. Voiceflow
Voiceflow is a collaborative platform for designing and launching conversational agents, priced per editor. It is strong for teams designing agents together.
Key strengths:
- Collaborative agent design
- Polished visual builder
- Good for cross-functional teams
Best for:
- Teams designing agents together
- Conversational experiences
- Design-led organizations
Visit Voiceflow · The full Sistava vs Voiceflow comparison →
5. Dify
Dify is an open-source LLMOps and agentic workflow platform with a visual builder for chatbots, RAG apps, and agents. It is a flexible, self-hostable foundation.
Key strengths:
- Open-source and self-hostable
- Visual builder plus RAG and agents
- Strong LLMOps foundation
Best for:
- Technical teams wanting to self-host
- Builders combining RAG and agents
- Open-source-first organizations
Visit Dify · The full Sistava vs Dify comparison →
Picking between these comes down to whether you want to build a tool or hire someone to own the work. If you would rather meet the AI employees first, you can talk to one right now.
How to Choose
If you want to design your own agent and enjoy the control, Relay, Botpress, Voiceflow, and Dify are capable canvases, differing in how technical, collaborative, and self-hostable they are. They give you the kit to build.
Sistava is for teams who want the finished result without designing and maintaining the agent themselves. See every head-to-head on the comparison hub.
FAQ
What is the best no-code AI agent builder?
Voiceflow is strong for collaborative design, Botpress for developer control, Dify for open-source and RAG, and Relay for approval-gated automation. If you would rather not build at all, Sistava lets you hire a pre-trained employee instead.
Do I have to build and maintain the agent myself?
With Relay, Botpress, Voiceflow, and Dify, yes, you design and maintain it. Sistava removes that: the employee is pre-trained and runs on managed infrastructure, so you brief and review rather than build.
Can I compare Sistava against these builders?
Yes. Each builder here has a full side-by-side breakdown on the Sistava comparison hub, covering capabilities, pricing, and ideal fit.