Svora is an AI Assistant Platform combining everyday AI chat, professional deep research, and intelligent agent workflows. Unlike traditional AI assistants that only offer conversation, Svora provides three integrated modules: Chat for everyday tasks, Deep Research for complex analysis, and AI Agents for autonomous workflows.

How is Svora different from ChatGPT or Claude?

ChatGPT and Claude are single AI assistants for conversations. Svora is an AI Assistant Platform with three integrated modules: everyday AI chat (like a personal assistant), professional deep research (multi-agent analysis with reports), and AI agent teams (customizable, autonomous workflows). Svora lets you choose the right tool for the task.

Yes, Svora offers a free forever entry tier with no credit card required. The free tier includes access to AI conversations, deep research, knowledge management, agent teams, and work studios.

Can I use Svora for team collaboration?

Yes. Svora's Agent Teams allow you to configure up to 50 specialist AI agents with custom roles and collaboration rules. Work Studios provide persistent workspaces where your team's context, decisions, and outputs stay organized over time.

What features are coming soon to Svora?

AI Reply is coming soon — AI-powered reply drafts grounded in your knowledge base with human-in-the-loop approval. Mission OS is in Beta moving toward public launch. Future features include web search integration, agent memory and learning, team collaboration, and public API access.

About Svora

Q: What are Svora's three core modules?

Svora has three core modules: 1) Svora Chat — everyday AI assistant for quick Q&A, writing, learning, and creative work; 2) Deep Research — professional multi-agent analysis producing structured intelligence reports; 3) AI Agents — customizable agent teams for complex task collaboration and autonomous workflow execution.

Q: How does Svora's Deep Research work?

Deep Research deploys multiple specialist AI agents — each with a defined role — to work on different aspects of your research question simultaneously. A Coordinator agent synthesizes all perspectives into a unified report. Agents cross-validate each other's findings, challenge assumptions, and identify blind spots, producing more reliable results than single-agent approaches.

Svora is an AI Assistant Platform combining everyday AI chat, professional deep research, and intelligent agent workflows — three integrated modules that meet you wherever you are, from quick questions to complex analysis to autonomous execution.

Three Core Modules, One Platform

Svora is built around three integrated modules that work together seamlessly:

Svora Chat

Your everyday AI assistant — fast, helpful, and always ready.

Quick Q&A and learning
Writing and editing assistance
Programming help and code review
Creative brainstorming and ideation
Everyday problem-solving

Deep Research

Professional-grade multi-agent analysis and deep content creation.

Multi-agent cross-validation
Complete reports and full articles
Entire ad copies, start to finish
Market and competitive analysis
Strategic decision support

AI Agents

Custom AI agent teams for specialized, recurring workflows.

Up to 50 custom AI agents
Role-based collaboration rules
Autonomous mission execution
Persistent project workspaces
Knowledge-grounded intelligence

What We Build

Svora brings AI-powered conversations, professional deep research, intelligent agent teams, knowledge-powered workflows, and autonomous mission execution into one unified platform. We believe that AI should meet you at every level — from a quick chat to deep analysis to autonomous execution — understanding context, coordinating analysis, and turning complexity into clear next actions.

Unlike single AI assistants, Svora is an AI Assistant Platform with three integrated modules. For everyday tasks, Svora Chat gives you fast, helpful responses. For complex problems, Deep Research deploys specialist agents that cross-validate findings. For advanced workflows, AI Agents execute autonomously with persistent memory and knowledge grounding.

Building the AI Platform of the Future

Svora is building an AI platform that grows with you — from quick everyday chat to deep multi-agent research to autonomous mission execution. Unlike traditional AI assistants that only respond to conversations, Svora provides a complete platform with three integrated modules designed for different levels of work.

At the foundation, Mission OS (Beta) provides the infrastructure for AI agents to think, remember, collaborate, and execute complex workflows autonomously. It transforms AI from a conversational interface into an autonomous work execution system.

Traditional AI Assistants vs Svora

ChatGPT

General AI assistant focused on conversations.

Designed for conversational interactions
Single-model response generation
No persistent memory across sessions
No multi-agent orchestration
No autonomous execution capability

Claude

Advanced reasoning assistant focused on safe and long-context interactions.

Strong reasoning and analysis
Long-context processing
No multi-agent collaboration
No workflow automation
No persistent project workspaces

Gemini

AI assistant integrated with Google's ecosystem.

Google ecosystem integration
Multimodal capabilities
No autonomous mission execution
No knowledge management system
No agent team configuration

Svora AI Assistant Platform

A complete AI platform combining everyday chat, deep research, and intelligent agent workflows.

Everyday AI Chat
Deep Research & Multi-Agent Analysis
Custom AI Agent Teams
Persistent Knowledge Layer
Autonomous Mission Execution

Getting Started with Svora

Getting started with Svora is simple and free. Here is how to begin your journey with AI:

1. Sign Up for Free

Create your account at svora.vercel.app — no credit card required. The free tier includes AI conversations, deep research, knowledge management, agent teams, and work studios. You get full access to all core capabilities from day one.

2. Start a Conversation

Begin with Main Conversation — your everyday AI assistant. Ask questions, get writing help, brainstorm ideas, or learn something new. Upload documents to give the AI context about your work for smarter responses.

3. Upload Your Knowledge

Navigate to the Knowledge page and upload your documents, policies, and research. This creates a shared context layer that every AI workflow can access — your conversations become smarter, your research more informed, and your AI replies more accurate.

4. Create an Agent Team

Visit the Agent Teams page to configure your first AI agent team. Define up to 50 specialist agents with custom roles, system prompts, and collaboration rules. Assign your team to any workspace, deep research, or mission.

5. Run a Deep Research

From the workspace, open Deep Research. Define your research question, select the number of agents, and let the multi-agent system research, cross-validate, and synthesize findings into a structured intelligence report with recommendations.

6. Create a Work Studio

Set up a Work Studio for each project. Studios provide persistent workspaces where conversations, analysis, agent team outputs, and decisions stay organized. Unlike chat interfaces, studio context persists across sessions.

Our Technology — The Multi-Agent Architecture

Svora is built on a multi-agent AI architecture that is fundamentally different from single-assistant AI platforms. Here is how our technology works:

Multi-Agent Orchestration Engine

Instead of one AI model generating a response, Svora's orchestration engine coordinates multiple specialist AI agents — each with a defined role — to work on different aspects of your task simultaneously. A Coordinator agent synthesizes all perspectives into a unified output.

DAG-Based Task Scheduling

Mission OS uses Directed Acyclic Graph (DAG) scheduling to manage complex, multi-step missions. Tasks with dependencies are executed in the correct order, independent tasks run in parallel, and the system handles retries, failures, and recovery automatically.

Persistent Agent Memory

Svora agents have five tiers of memory: short-term (within a task), task memory (across tasks in a mission), mission memory (after mission completion), long-term memory (cross-mission), and skill memory (reusable patterns). Agents learn and improve over time.

Serverless-Continuation Runtime

Mission OS runs on a serverless-continuation architecture that persists state across invocations. When a serverless function times out, the mission state is saved and automatically resumed — so missions keep running even when you close your browser.

Knowledge Grounding Layer

Every AI interaction in Svora is grounded in your knowledge base. Uploaded documents, policies, and research are indexed and automatically retrieved by AI agents during conversations, analysis, and reply drafting — ensuring accuracy and relevance.

Agent Communication Bus

Agents communicate through a persistent message bus. They can send information, request input, provide feedback, and hand off context to each other. All communication is logged for audit and continuous improvement.

Core Capabilities

Every Svora capability is designed to work together — knowledge flows into conversations, agent teams power deep analysis, and work studios keep everything organized.

AI Conversation

Your everyday AI assistant for quick chat, Q&A, learning, writing, coding, and creative discussion. Fast, natural, context-aware conversations that understand your goals and prior decisions.

How to use: Start a conversation from the Main Conversation workspace. Ask questions, get writing help, brainstorm ideas, or learn something new. Upload documents for context-aware responses.

AI ReplyComing Soon

Turn incoming messages into clear decisions with knowledge-grounded drafts and human approval by default. AI drafts replies based on your knowledge base, policies, and past communication patterns.

How to use: Connect your email or messaging accounts. AI will analyze incoming messages, draft context-aware replies, and present them for your review before sending.

Deep Research

Professional-grade AI research and deep content creation. Write complete long-form articles, full reports, entire ad copies — any finished content that requires reasoning, research, and multiple perspectives, delivered in full. Assemble specialist agents, challenge assumptions, compare perspectives, and coordinate findings into polished, decision-ready output.

How to use: Open Deep Research from the workspace. Define your research question or content topic, select agent count, and receive a complete report, full article, or entire ad — finished content ready to use, with findings, counterpoints, and actionable recommendations.

Knowledge

Your documents, policies, and research become a shared context layer available wherever work happens. Upload PDFs, documents, and text — AI uses them across conversations, deep research, and agent teams.

How to use: Upload documents from the Knowledge page. AI will automatically reference relevant content during conversations and deep research. AI Reply integration is Coming Soon.

Work Studio

Create focused workspaces for projects where context and outcomes stay organized over time. Each studio maintains its own conversation history, knowledge, and agent team.

How to use: Create a studio from the workspace. Name it, set a goal, and invite your agent team. All work within the studio stays organized and persistent.

Agent Teams

Configure up to 50 specialist AI agents with custom roles, responsibilities, and collaboration rules. Design intelligence around how your team works — for professional task collaboration, automated execution, and advanced research.

How to use: Create an agent team from the Agent Teams page. Define roles, system prompts, and collaboration rules. Assign the team to any workspace, deep research, or mission.

AI Image Generation

Generate high-quality images from text descriptions for marketing, design, and content creation. Integrated directly into your workspace.

How to use: Navigate to Image Generation from the workspace. Describe your image, select style and size, and generate in seconds.

Mission OSBeta

Deploy multi-agent AI teams to execute complex missions with DAG task scheduling, automatic progress tracking, and persistent execution. Agents research, analyze, write, and review autonomously.

How to use: Create a mission from the admin panel. Define your objective, and the AI Planner will generate a task plan. Agent teams execute tasks automatically with progress tracking.

How Svora Compares to Other AI Platforms

Svora is not just another AI chatbot. It is an AI Operating System designed for the Agentic Era. Here is how Svora compares to the most popular AI platforms:

Svora vs ChatGPT

ChatGPT is a powerful AI chat assistant. Svora is a multi-agent AI workspace. One is great for conversations; the other is built for complex, collabor...

Why choose Svora:

Multi-agent AI teams with up to 50 specialist agents working together on complex tasks
Persistent workspaces that maintain context across projects and sessions
Deep Research with cross-validation, counterpoints, and structured intelligence reports

When to choose ChatGPT:

You primarily need a conversational AI assistant for quick Q&A
You want simple writing assistance and brainstorming

Full comparison

Svora vs Notion AI

Notion AI adds AI writing assistance to documents and databases. Svora is built from the ground up as an AI workspace — with agent teams, deep analysi...

Why choose Svora:

Multi-agent AI teams that collaborate on complex tasks — not just AI writing in documents
Deep Research with specialist agents, cross-validation, and structured intelligence reports
AI Reply with human-in-the-loop, grounded in your organization's knowledge (Coming Soon)

When to choose Notion AI:

You primarily need a document and database platform with AI writing help
Your workflow is heavily document-centric with structured databases

Full comparison

Svora vs Claude

Claude is a powerful AI assistant known for thoughtful analysis and long-form content. Svora is a multi-agent AI workspace that orchestrates teams of ...

Why choose Svora:

Multi-agent AI teams that collaborate on complex tasks — beyond single-assistant conversations
Deep Research with cross-validation, counterpoints, and structured intelligence reports
Persistent workspaces that maintain context across projects and sessions

When to choose Claude:

You primarily need a single, powerful AI assistant for conversations
You want nuanced, thoughtful analysis in a conversational format

Full comparison

Svora vs Perplexity AI

Perplexity is an AI-powered search engine that finds and cites information. Svora is a multi-agent AI workspace that deploys agent teams to research, ...

Why choose Svora:

Multi-agent AI teams that research, challenge, and cross-validate findings
Deep Research with structured intelligence reports, not just search results
Persistent workspaces where research accumulates and builds over time

When to choose Perplexity AI:

You primarily need AI-powered search with source citations
You want quick answers to factual questions with attribution

Full comparison

Why Svora Stands Out

AI Assistant Platform, Not Just a Chatbot

Unlike ChatGPT, Claude, or Perplexity — which are single AI assistants — Svora is an AI Assistant Platform with three integrated modules. For everyday tasks, Svora Chat gives you fast, helpful responses. For complex problems, Deep Research deploys specialist agents. For advanced workflows, AI Agents execute autonomously.

Deep Research & Cross-Validation

Svora's Deep Research doesn't just give you one answer. Multiple agents analyze the same question from different angles, challenge each other's assumptions, and produce structured reports with findings, counterpoints, and confidence levels — not just search results.

Knowledge That Works Everywhere

Upload your documents, policies, and research once. Svora's knowledge layer makes them available across every AI workflow — conversations, deep research, and agent team missions. AI Reply integration is Coming Soon. No need to re-upload context for each interaction.

Autonomous Mission Execution

Mission OS lets you define an objective and let AI agent teams execute it autonomously. Tasks are scheduled with DAG dependencies, executed with retry and recovery, and persist across serverless boundaries. Close your browser — the mission keeps running. (Beta)

Persistent Workspaces

Work Studios provide dedicated spaces where context, decisions, agent teams, and outputs stay organized over time. Unlike chat interfaces that lose context between sessions, studios maintain durable, project-level context.

Free Forever Entry

Start with a free forever tier — no credit card required. Access AI conversations, deep research, knowledge management, agent teams, and work studios. Upgrade when you need more capacity, not to unlock core features.

What's Coming Next

We are building toward a complete AI-native work platform. Here is what is on the horizon:

AI Reply Coming Soon

AI-powered reply drafts grounded in your knowledge base, with human-in-the-loop approval. Connect email, Slack, and messaging — AI handles drafting while you maintain control.

Mission OS Public Launch Beta

Autonomous multi-agent mission execution moving from Admin-Only Beta to public availability. Define objectives, deploy agent teams, and let AI execute complex workflows autonomously.

Web Search Integration

Real-time web search capabilities integrated into Deep Research and agent team workflows — enabling agents to research live information and cite sources.

Agent Memory & Learning

Agents that remember past missions, learn from experience, and improve over time. Skill memories, improvement strategies, and cross-mission knowledge transfer.

Team Collaboration

Real-time multi-user collaboration in work studios. Share agent teams, knowledge bases, and mission results with your team.

API & Integrations

Public API for programmatic access to Svora's AI capabilities. Integrate multi-agent AI into your existing workflows and tools.

Frequently Asked Questions

What makes Svora different from other AI platforms?

Svora is an AI Assistant Platform with three integrated modules, not just a single AI assistant. Svora Chat is your everyday AI assistant for quick tasks. Deep Research provides professional multi-agent analysis. AI Agents enable custom, autonomous workflows. Most AI platforms are conversational tools — Svora is a complete platform that grows with your needs.

How do I get started with Svora?

Sign up for free at svora.vercel.app — no credit card required. Start with AI conversations in Main Conversation, explore Deep Research for complex analysis, upload knowledge documents, create agent teams, and set up work studios. The free tier includes all core capabilities.

Can I use Svora alongside ChatGPT or Claude?

Yes. Many users use ChatGPT or Claude for quick conversations and Svora when they need more — deep research with multi-agent cross-validation, custom AI agent teams, knowledge management, persistent workspaces, and autonomous mission execution. Svora complements single-assistant AI tools.

What are Svora's three core modules?

Svora has three core modules: 1) Svora Chat — your everyday AI assistant for quick Q&A, writing, learning, and creative work; 2) Deep Research — professional multi-agent analysis producing structured intelligence reports; 3) AI Agents — customizable agent teams for complex task collaboration and autonomous workflow execution. All three share the same knowledge layer and workspace.

Is my data secure with Svora?

Yes. Your knowledge documents, conversations, and workspace data are private to your account. AI Reply (Coming Soon) uses human-in-the-loop approval by default — AI drafts are never sent without your review.

How many agents can I have in a team?

You can configure up to 50 specialist agents per team, each with custom roles, system prompts, and responsibilities. Agent teams can be assigned to work studios, deep research, and missions.

Start working with Svora

Free forever entry. No credit card required. AI chat, deep research, agent teams, knowledge management, and more — all in one platform.

Start for free