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Each Expert = a complete agent instance, like Claude Code / Codex. Profy is an end-to-end AI Expert platform that enables you to create (distillation), distribute (marketplace), and operate (monetize and evolve) autonomous AI experts. Each Expert is not a simple chatbot — it has its own persona, skills, memory, toolset, and cloud workspace, capable of understanding context, executing tasks, and continuously evolving just like a real human expert.

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Three Things That Define Profy

Create

Create Experts through cognitive distillation (not prompt engineering). Upload your professional materials, and AI automatically extracts mental models, decision heuristics, and expression DNA

Distribute

Publish your Expert on the Expert marketplace, set pricing strategies, and let users worldwide discover and use it

Operate

Experts self-evolve through usage, remember user preferences, and continuously improve skills — you just review and accept evolution suggestions

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What Makes Profy Experts Different?

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Cognitive Distillation, Not Prompt Engineering

The traditional way of creating AI assistants requires hand-writing prompts — you must explicitly tell AI what to do. Profy’s distillation approach is completely different: you provide your knowledge materials (documents, conversation logs, even cross-platform project files), and AI automatically extracts a five-layer cognitive structure:
  • Mental Models: How you understand the world
  • Decision Heuristics: How you make judgments
  • Expression DNA: How you communicate
  • Anti-patterns: What you won’t do
  • Honesty Boundaries: What you admit you don’t know

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Self-Evolution (Darwin System)

Experts are not static. Every conversation is a learning opportunity:
  • Valuable memories are automatically extracted after conversations
  • Skills are periodically evaluated for improvement
  • Improvement suggestions are produced — they take effect once the creator reviews and accepts them
  • Evolution has a quality ratchet — ensuring changes only move in a better direction

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Temporal Memory Graph

Experts have a layered memory system:
  • Personal Memory: Remembers user preferences and historical decisions
  • Expert Memory: Experience accumulated by the Expert itself
  • Core Memory: Key knowledge graph distilled by AI
Memory is not a simple text list — it is a temporal knowledge graph where entities have relationships, timelines, and confidence scores.

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Declarative Sandbox

Every Expert conversation has an isolated cloud workspace. Experts can write code, execute scripts, and preview websites within it — fully isolated, ready to use out of the box, with no development environment setup required on your part.

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20+ Built-in Plugins

Experts come with rich tool capabilities out of the box:
Image generation, video generation, music composition, text-to-speech (TTS), and speech recognition (ASR)
PDF reading and creation, Word document processing, PowerPoint presentation generation, Excel spreadsheet processing
Web search, external knowledge base connections (Feishu/DingTalk/IMA/Yuque), website building and publishing
Multi-Expert delegation and collaboration, Feishu message integration, scheduled task scheduling, memory management
Desktop local tool execution, browser automation, computer vision operations, canvas interaction

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Product Forms

The Profy platform supports three product forms:

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Who Uses Profy

End Users

Discover and use AI Experts across domains — writing, programming, design, data analysis, tutoring, and more

Creators

Distill your expertise into Experts, distribute them on the marketplace, and earn revenue

Developers

Integrate Expert capabilities into your own products via the Platform API and SDK

Teams

Self-serve to activate a team plan with a shared credits pool and unified member and usage management

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Next Steps

Quickstart

Register and start your first AI conversation in 5 minutes

Learning Path

Choose the best reading path based on your role

Core Concepts

Dive deep into core concepts like Expert, sessions, credits, and memory