AI-assisted engineering
Support complex application changes across real projects with reviewable AI assistance.
AIOTOR · APP FABRIC
From idea to working enterprise application in a governed engineering workspace.
App Fabric gives engineering teams one governed workspace to design, build, test and improve enterprise applications with AI assistance and human control.
AIOTOR APP FABRIC
RUNNING
applicationinterface
1
build application review ready2app = ready()4@app.get("/")6def home():7 return {{ "status": "ready" }}8Application validation running
✓ application ready for review
PRODUCT EXPERIENCE
A focused engineering experience for complex application work.
App Fabric keeps requirements, implementation, testing and review connected so engineering work can progress without losing project context.
Application validation
Validate the resulting application rather than stopping at generated suggestions.
Project continuity
Keep requirements, decisions and prior work available across longer engineering tasks.
Application output + preview
Review application output and user experience before accepting the result.
CONTROLLED ENGINEERING
Start with an enterprise-controlled workspace and clear operating boundaries.
The default experience should work immediately: choose the Governed workspace, use the default private network and start developing. Resource limits, host isolation and network permissions stay visible rather than being hidden behind the agent.
PROJECTEngineering controlrequirements · work · review
→BUILDGoverned environmententerprise-controlled workspace
→CONTROLApproved accesspermissions remain explicit
→RESULTApplication outcometest · review · improve
AI-ASSISTED WORK
Assist the work while keeping the engineer in control.
AI assistance can continue across a substantial engineering task while important decisions and completion remain under human and enterprise control.
UNDERSTANDrequirement + project context
→IMPLEMENTapplication changes
→RUNvalidation
→OBSERVEreview findings
↺ACCEPTacceptance criteria
DOMAIN-GENERAL INTELLIGENCE
One generative engineering layer, many AIOTOR domains.
The same engineering experience can support enterprise software, security operations, industrial applications and scientific workflows.
Application engineering
Build services, web applications, data workflows and product modules.
Controlled investigation
Work with evidence, scripts, execution tools and safe response workflows.
Operate systems
Inspect deployments, logs, metrics, configuration and remediation plans.
Industrial workflows
Develop and operate domain applications around devices, process data and site constraints.
Scientific applications
Build advanced scientific applications connected to Scientific OS.
CONNECTED PRODUCTS
App Fabric works alongside AIOTORFS and Scientific OS.
Use AIOTOR products together when engineering, data resilience and scientific workflows need to support the same enterprise outcome.