Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Dedoctive records 0 monthly visits with -100% month-over-month growth and Contact for pricing (enterprise); free Developer Edition pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.

Auditable AI workflows that ground every answer in verifiable sources
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dedoctive.ai | dify.ai |
| Pricing Model | Contact for pricing (enterprise); free Developer Edition | Freemium |
| Monthly Visits | 0 (0) | 819.69K (819,691) |
| MoM Traffic Delta | -153 (-100%) | -144.26K (-15%) |
| Primary Market & Share | 🌐 Global (—) | 🇨🇳 China (46.7%) |
| Direct Visits / mo | 0 | 470.6K |
| User Rating | 4.2 | 4.8 |
| Supported Platforms | Website | Website |

Auditable AI workflows that ground every answer in verifiable sources
Every part of an answer links into expert-verified sources, right down to individual table cells or background features of an image.
Responses draw only from validated information that meets recognised data quality dimensions, and the platform says it is unable to hallucinate.
Design agentic and deterministic processing visually in BPMN so AI reasoning sits inside transparent, auditable processes.
Wraps any large language model, follows open standards, and can be deployed on-premises or in a private cloud with automatic redaction.

Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Describe your idea in chat and Lovable turns it into a working app or website
Describe your idea in chat and Lovable turns it into a working app or website

Build working apps, websites, and AI agents by describing them
Build working apps, websites, and AI agents by describing them
Describe an app in chat and ship it
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Describe your app and a squad of AI agents builds it in native Swift and Kotlin
Describe your app and a squad of AI agents builds it in native Swift and Kotlin

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

AI agents that run recurring business work for your team
AI agents that run recurring business work for your team

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

AI no-code builder that turns one sentence into native iOS, Android, and web apps
AI no-code builder that turns one sentence into native iOS, Android, and web apps
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.