Restack AI is a framework and platform designed for building, deploying, and scaling reliable and scalable AI agents and autonomous workflows. It focuses on helping developers and product teams create AI-driven systems with features for automation, real-time workflow orchestration, and adaptive decision-making.

Who is Restack built for?

Restack is specifically designed for consultants and enterprise product teams working at scale, not general or casual AI users. It combines deep research capabilities (accessing 500+ sources), domain-specific AI agent creation, and integration with tools like PowerPoint for real-time collaboration and presentation refinement.

What are the key features of Restack AI?

The key features of Restack AI include Event Listening, which processes real-time events in multiple formats without complex queuing systems; Workflow Automation, supporting multi-step, decision-based AI workflows with AI models ranging from simple zero-shot to complex multi-agent reasoning; Feedback Loops, integrating human feedback for safety and accuracy improvements; Real-time Scalability, which automatically scales AI systems to meet demand; Extensibility, supporting multi-agent system workflow extensions; AI Integration, compatible with various AI models and tools including IBM Granite 13B, LlamaIndex, and custom model pipelines; Performance Optimization, which includes Redis caching, async operations, rate limiting, and load balancing; and Monitoring & Logging, supporting Prometheus metrics and detailed performance tracking.

How does Restack differ from other AI tools?

Unlike generic AI tools, Restack is tailored for consulting workflows and enterprise product teams. It supports consulting-specific frameworks, integrates natively with PowerPoint for editability during partner reviews, and focuses on deep, multi-source research intelligence with automatic citation. It also empowers product teams with autonomy to refine AI agents without deep engineering dependency.

How can developers get started with Restack?

Developers can start by using the Restack boilerplate repository on GitHub. They create a new project from the template, clone it locally, and begin building AI agents and workflows. The platform offers tools to manage retries, timeouts, and API rate limits to build robust, reliable AI workflows.

What support and community resources are available?

Restack hosts workshops, demos, and community events such as the Techstars Startup Weekend SF AI. They also provide Discord channels for developer support and encourage early setup before workshops to accelerate development.

Can Restack handle multi-agent AI systems?

Yes, Restack supports extensibility for creating workflows across multiple AI agents, enabling complex autonomous system interactions.

Is Restack just a code template or does it provide production-ready systems?

Restack delivers a deployed, production-ready system along with the code repository, not just a boilerplate or template generator.

Restack

4.6

• 87 views

Restack helps large companies build, test, and manage AI agents. Product teams define how these AI tools behave and respond, while engineers ensure they run reliably and scale smoothly. It simplifies creating powerful, production-ready AI workflows for many users.

Visit Website

Overview Features Use Cases FAQ Integrations Pricing

About Restack

Who It's For

Restack is for product teams and engineers in large companies and consulting firms. It helps them create, test, and manage specialized AI agents for complex business tasks, like customer support or sales. This tool is built for enterprise scale, not casual AI users.

What You Get

You gain a full platform to build and deploy reliable, scalable AI agents. Product teams easily control agent behavior and tone. Engineers get tools for smooth operation, workflow automation, and scaling on Kubernetes. Features include feedback loops, performance tracking, and AI model integration.

How It Works

Restack provides an open-source system. Product teams define agent actions, and engineers build integrations to ensure reliability and scale. It handles complex issues like retries and scaling automatically. This lets teams focus on agent experience and powerful connections.

Visit Website

Your Agent Here

Reach users actively searching for AI tools. 50,000+ monthly targeted views available.

Become a Sponsor

Features & Capabilities

🎨 Agent Experience Design

Agent Behavior Control

Empower product teams to define agent behavior, tone, and outcomes without writing code.

Prompt & Tool Versioning

Systematically manage and iterate on agent prompts and tools for continuous improvement.

A/B Testing & Feedback Loops

Conduct A/B tests and establish feedback mechanisms to refine agent performance.

⚙️ Enterprise Reliability & Scaling

Kubernetes-Native Scaling

Deploy and scale AI agents robustly and reliably within Kubernetes environments.

Durable Workflows

Ensure resilient agent operations with built-in durable workflow management.

Observability & Tracing

Gain deep insights into agent performance and behavior with comprehensive observability and tracing.

Automated Infra Handling

Automatically manage retries, rate limits, and long-lived state, reducing engineering overhead.

🔗 Flexible Integration & Development

Custom Python Integrations

Build any necessary integrations and data connectors using Python for tailored functionality.

React Frontend Integration

Integrate event streaming and develop custom agent frontends using React.

Any API & DB Connectivity

Connect to various custom APIs and databases to provide rich and relevant agent context.

🚀 Strategic Platform & Deployment

Open-Source Core

Benefit from an open-source core stack for transparency, flexibility, and community-driven enhancements.

Bring Your Own Cloud

Deploy and run agents securely within your existing cloud infrastructure of choice.

POC Program

Accelerate adoption and validate solutions with a custom Proof of Concept program including expert support.

Use Cases

Optimizing AI Customer Support Agents

Restack enables product teams to rapidly iterate on AI customer support agent behavior, fine-tuning response tone, escalation rules, and handoff triggers. Engineering teams ensure robust platform integrations and reliable agent operation at scale.

Customer Service, Enterprise SaaSFor: Product Teams, Customer Support Managers, Engineering Teams

Enhancing Sales Intelligence and Automation

Product teams leverage Restack to refine AI-driven sales intelligence agents, improving lead scoring models, optimizing follow-up sequences, and enhancing sales forecasting accuracy. Engineering provides the robust connections to CRM and communication platforms.

B2B SaaS, SalesFor: Sales Development Teams, Sales Operations, Product Teams

Automating and Optimizing Performance Marketing Campaigns

Restack empowers product teams to develop and deploy AI agents that continuously optimize performance marketing campaign strategies, bidding algorithms, and reporting. This allows for agile iteration on marketing outcomes, supported by engineering's reliable advertising and analytics integrations.

Marketing, AdTech, EnterpriseFor: Marketing Leaders, Performance Marketing Managers, Product Teams

Accelerating Product Intelligence and Feature Prioritization

Restack allows product teams to build AI agents that analyze user feedback and diverse data sources, enabling more informed feature prioritization logic and product strategy. Engineering facilitates the necessary analytics and project management pipeline integrations for comprehensive product insights.

B2B SaaS, Product ManagementFor: Product Managers, Product Teams, Data Teams

Empowering Consultants with AI-Driven Research and Reporting

Restack provides consultants with a platform to create domain-specific AI agents capable of deep, multi-source research, aggregating insights from hundreds of sources with automatic citation. These agents facilitate real-time collaboration and integrate with tools like PowerPoint for efficient, editable report generation for clients.

Consulting, Professional ServicesFor: Consultants, Business Analysts, Research Teams

Frequently asked questions

Similar Agents

Haystack

Category mock

Build smart AI apps and agents with Haystack's open-source framework.

LLMStack

Category mock

Build AI agents and chatbots without code, using your own data.

StackAI

Category mock

Build and deploy AI agents to automate tasks without coding.