Codiris: An AI Intelligent Body Development Environment for Building Products

Codiris is the first intelligent body AI product development environment (PDE) that unifies every step of the product lifecycle for the entire product team, not just developers. Codiris is powered by Humiris Developed by the company, it was formerly known as Mixture of AI, a modular framework for orchestrating large language models into intelligent workflows. The goal of Codiris is to eliminate the need to switch between tools and the resulting loss of context, unifying research, design, coding, testing, and deployment into one seamless platform.

Codiris streamlines the product lifecycle autonomously and intelligently with its multi-intelligent body system that allows specialized AI intelligences to work together in product design, coding, testing and deployment. The platform works for modern product teams, including developers, designers, product managers and QA engineers, helping them build products faster, smarter and more collaboratively. Codiris offers a fully self-hosted deployment option to secure sensitive information.

Function List

• User Research. Codiris intelligences handle the entire user research process, including market research, user interviews, quantitative research and evaluation studies.
• Design. Codiris Intelligentsia creates structured, validated designs that include solution ideation, prioritization and roadmap, user stories and features, and UI design assistance.
• Intelligent Body Coding and Testing. Codiris Intelligence handles all levels of engineering, from architecture to deployable code. This includes Architecture and Data Intelligence, Lead Engineer and Coding Intelligence, Front-End and Back-End Intelligence, and QA and Testing Intelligence.
• Deployment of intelligences. Codiris' Deployment Intelligence handles everything from infrastructure setup to post-launch checks, including Pre-Deployment Intelligence, Deployment Intelligence, Security and Compliance Intelligence, and Monitoring Intelligence.
• File and Screen Sharing. Securely upload and share project information.
• Real-time collaboration. Keep your Intelligent Body AI team in sync with live calls to Codiris.
• Parallel and sequential workflows. Handling parallel and sequential workflows.
• Deep Build. Deep understanding, research and implementation.
• Other features.
  • User Stories
  • Automated bug fixing and QA reporting
  • Real-time collaboration of intelligences
  • multitasking
  • Competition/market intelligence
  • Function Prioritization
  • contextual inference
  • Intensive Learning Cycle

Using Help

Codiris is an integrated AI product development environment designed to streamline the entire software development process from concept to deployment. It automates and collaborates on user research, product design, coding, testing, and deployment through a series of specialized AI intelligences. Below is a detailed guide on how to use Codiris:

introduction (a subject)

To get started with Codiris, you first need to visit its official website and register an account.Codiris offers a 7-day free trial so you can experience its full functionality. After registering, you can create a new project and start defining your product vision.

Core Function Operation Flow

1. Intent Analysis.
   • Description. This is the first step in product development.Codiris captures your product vision through user interviews, voice, text or presentations and translates it into clear, validated intent.
   • Operation Procedure.
     • In the project dashboard, select Intent Analysis or a similar option.
     • You can enter your product ideas in a number of ways:
       • Text input. Prepare detailed product descriptions, functional requirements and target users.
       • Voice input. Dictate your thoughts through the microphone and Codiris will transcribe and analyze them.
       • Upload a document. Upload existing product requirements documents, market research reports, or user interview transcripts.
     • Codiris' AI intelligences will analyze your input, generate structured product goals and problem statements, and confirm them with you to ensure an accurate understanding of the product intent.
2. AI-Driven Design & Architecture.
   • Description. After clarifying the product intent, design and architecture intelligences will step in to translate the insights into user experience flows, system structures, and detailed user stories.
   • Operation Procedure.
     • User Research.
       • Market Research Intelligent Bodies. Analyze market trends and competitors to provide strategic insights.
       • User Interviews with Intelligentsia. Design interview questions, conduct simulated or real user interviews, and summarize key findings.
       • Quantitative research on intelligences. Create and distribute surveys, collect and analyze user data to discover patterns and behaviors.
     • Design realization.
       • UI Design Assist Intelligence. Generate wireframes, UX flowcharts, and front-end interface prototypes based on user stories and functional requirements. You can preview and modify these designs in real time.
       • Architecture and Data Intelligence Body. Design the overall architecture of the system, including database structure, API endpoints, and data flow.
3. Agentic Coding & Testing.
   • Description. Once the design and architecture are approved, the Coding Intelligence starts generating, testing and optimizing production-ready code.
   • Operation Procedure.
     • Code.
       • Lead Engineer and Coding Intelligence. Responsible for overseeing the entire coding process and handling the development of core logic.
       • Front-End and Back-End Intelligentsia. Responsible for developing the user interface and server-side logic, respectively.
       • You can view the progress of code generation in real time in the dashboard and suggest changes to specific sections at any time.Codiris supports a wide range of programming languages.
     • Tests.
       • QA and Test Intelligence. Automatically generates and executes unit tests, integration tests and end-to-end tests. It automatically fixes bugs found and generates QA reports to ensure code quality.
4. Agentic Deployment.
   • Description. Codiris doesn't just build your product, it delivers it live. Deployment Intelligence handles everything from infrastructure configuration to application deployment and monitoring.
   • Operation Procedure.
     • Pre-deployed Intelligence. Check the code and configuration to make sure everything is ready for deployment.
     • Deployment of intelligences. Automate the setup of cloud infrastructure (e.g., servers, databases) and deploy applications to production environments.
     • Security and Compliance Intelligence. Check that the deployment complies with security standards and data protection regulations.
     • Surveillance Intelligence. Continuously monitor the performance and stability of your application after deployment and be alerted to problems as they occur.

Collaboration and management

• Teamwork. You can invite team members (developers, designers, product managers) to join your project and assign them different roles and permissions.
• Real-time communications. Communicate with your team and AI intelligences using the built-in live call feature to ensure information is synchronized.
• File Sharing. Upload and manage all project-related documents and information through secure file sharing features.

By following these steps, you can leverage Codiris' team of AI intelligences to efficiently and collaboratively complete the entire product development cycle, so you can spend more time innovating and optimizing your product instead of dealing with tedious tool switching and process coordination.

application scenario

1. Startups and independent developers
   For startups or independent developers with limited resources, Codiris provides a powerful platform to quickly validate and iterate on product ideas without a large team. They can utilize AI intelligences to handle the entire process from user research to deployment, thereby bringing products to market at a lower cost.
2. Enterprise Product Team
   Product teams (including product managers, designers, developers, and QA engineers) in large organizations can use Codiris to break down interdepartmental barriers and improve collaboration efficiency. With a unified platform, team members have real-time visibility into project progress, reducing communication costs and context loss due to tool switching, thus accelerating product delivery cycles.
3. Rapid Prototyping
   Codiris is able to significantly reduce development time when a product prototype needs to be built quickly for market testing or demonstration to investors. Its AI intelligences can quickly turn an idea into a functional prototype, including user interface design and back-end logic, enabling teams to validate prototypes in days rather than months.
4. Product management and functionality optimization
   Product managers can leverage Codiris' user research and data analytics intelligence to more accurately understand user needs and market trends. These insights can be directly translated into feature prioritization and product roadmaps, reducing wasted resources by ensuring that development teams are building the features that users really want.

QA

1. What is Codiris?
   Codiris is the first intelligent body AI Product Development Environment (PDE) designed to unify every step of the product lifecycle, serving the entire product team, including developers, designers, product managers and QA engineers.
2. Who is Codiris for?
   Codiris is designed for modern product teams who want to build products faster, smarter, and more collaboratively. This includes developers, designers, product managers and QA engineers.
3. How do AI intelligences work?
   Codiris' AI Intelligents are specialized AI programs that work together in all phases of the product development lifecycle (e.g., user research, design, coding, testing, and deployment). Each Intelligence is optimized for a specific task, and they can autonomously perform tasks and collaborate with each other to intelligently streamline the entire product development process.
4. Is my data safe?
   Codiris offers a fully self-hosted deployment option, which means that your sensitive information can remain entirely within your own protected environment. In addition, Codiris employs advanced technical and organizational measures such as encryption and access control to protect your information.
5. How is Codiris different from other AI platforms such as Cursor, Windsurf or Lovable?
   Codiris integrates the entire product development lifecycle, from user research to deployment, into one platform, avoiding tool switching and context loss by equipping each role and sub-role with AI intelligences. It has built-in capabilities for user research, design, full-stack coding, automated testing, and intelligent deployment, whereas other platforms may rely on multiple disconnected intelligences or require integration with fragmented external tools.