One platform for development and operations in the AI era
Build AI-native systems.
Give AI the full picture of your business.
JitAI brings development and operations together to build AI-native business systems and agents, turning AI transformation into business growth.
JitAI embeds AI and AI development inside the business system, beyond standalone desktop agents and coding assistants.
The challenge
Two barriers to enterprise AI
Operations: agents remain outside the system
- AI sees interfaces and data, but misses the business context
- General-purpose agents enter the business without specialized context
- Legacy systems lack AI-native business twins, leaving objects, states and rules invisible to AI
- Without enforced permissions and approval boundaries, AI can advise but cannot execute business operations
The result: assisted Q&A without autonomous business execution.
Development: coding alone is only part of the job
- Generating code does not build a complete business system
- Requirements, design, validation and operational feedback remain disconnected
- Delivery relies on intensive on-site customization that is difficult to replicate
- Highly customized systems take time to deliver and change; implementation costs erode AI productivity gains
The result: limited overall gains and expensive customization.
The underlying problem: AI lacks complete, continuous visibility across the full lifecycle.
JitAI technology
AI development and AI operations, working as one
Development and operations share the same AI-native architecture.
AI-native business systems
- Model real business operations through standardized elements
- Self-describing modules that AI can understand and use
- Specialized agents execute business actions within enforced rules
- Give AI visibility into the whole business system so it can operate with context
AI-native development
- Development and operations share one element model and runtime
- AI can read definitions, code, test results and production feedback
- Continuous operational feedback improves each iteration
- Give AI visibility into both development and operations so it can build with context
AI-native means making systems understandable and usable by AI.
An AI-native enterprise expresses its knowledge, rules, data, tools and system capabilities in forms AI can understand and use.
The platform
Develop, deploy and operate on one platform
JitNode runtime
Unified element specifications, self-description and hot loading connect development with operations.
JitAI development assistant
Model, generate, validate and iterate through conversation. Source code stays visible and editable.
Business agent capabilities
Specialized agents for each business function, with controlled permissions, enforced rules and auditable actions.
Application sandbox & enterprise workspace
Build and debug visually. Validate one scenario before expanding.
Platform capabilities
Nine capabilities of a JitAI business system
AI generation
Built with the AI development assistant
Business twins
Map real business operations across scenarios
AI-native
Perceive / understand / invoke / execute
Enterprise ownership
Private deployment with control of your data
Two modes, one foundation
Intelligence and business functions in one system
Robust specifications
Standardized elements with six validation checks
Continuous extension
Evolve dynamically as requirements change
Control and governance
Auditable, traceable and reversible
Conversation + source code
Build through dialogue or customize the code
Delivery options
Three ways to deploy
| Comparison | Free desktop edition | Cloud subscription | Private deployment |
|---|---|---|---|
| Deployment location | Your local computer | Hosted by JitAI, accessed in a browser | Your own servers, within your data boundary |
| Concurrency and scale | Individual use on one computer | Configured for your subscription | Planned around your enterprise scale |
| Support | Community resources | Online support and product updates | Implementation, training and operations support |
| Best for | Individuals and small teams validating an idea | Small and midsize businesses seeking a quick start | Enterprises requiring data governance and deep customization |
| Commercial model | Free | Cloud subscription | Discuss a tailored plan |
Business value
From individual productivity to organizational performance
Business speed depends on timely, accurate decisions: how much to purchase, when to replenish, which orders to accept, how to price, how to handle exceptions and where to allocate resources. Better, faster decisions move the whole organization forward.
Converse
Answer questions
Information
Act
Execute specific tasks
Execution
Operate
Make business decisions
Support growth
The next step for AI is participating in business decisions, where organizational productivity can improve.
How JitAI makes it work
Agent-driven operations
Agents contribute to business decisions and execute actions within permissions and rules.
Affordable customization
A unified development loop lets teams adapt systems through conversation as business needs change.
A twin of your business
Systems follow real workflows instead of forcing teams into generic templates.
Continuous improvement
Operational, agent and human feedback keep the system aligned with your business.
Use cases
AI across your business operations
Technical foundation
An element model unifying development and operations
Traditional digitalization asks people to adapt to systems . AI-native digitalization lets systems mirror the business and AI drive operations 。
Partner collaboration
Help enterprises adopt AI-native systems
We welcome software providers, system integrators and industry consultants to discuss product adoption, solution development and project collaboration around customer needs.
Product conversations
Understand the platform and where it fits.
Solution development
Combine industry experience with customer needs to explore implementation paths.
Partnership discussions
Discuss capabilities, project responsibilities and ways to collaborate.
Build business AI that evolves with you
Start with the free desktop edition. Validate one business scenario before expanding.