Structured inputs and outputs
Connect AI to products and other workflows without fragile parsing. Invalid results are caught before they break the next system.
Technology
Build AI workflows that evolve with your business.
Work through messy documents and decisions, then return structured results your software can trust. Every run is isolated, observable, governed, recoverable, and ready to improve.
A controlled reasoning system
Reasoning where you need it. Guarantees where you depend on them.
Language models handle ambiguity. Structured contracts, isolated execution, and predictable code protect the systems around them.
Input contract
Structured inputs
- Documents and data
- User and permissions
- Expected result
Adaptive core
Rules + model reasoning
- Rules and calculations
- Tools and system calls
- Language-model decisions
Output contract
Structured output
- Validated data
- Next workflow
- System action
Isolated run
Durable recovery
Policy scoped
Traced by default
Production capabilities
Built for the messy reality of production.
Rules and model reasoning
Combine model judgment with precise rules, code, calculations, APIs, and reusable functions in one workflow.
Isolated execution
Give each run only the files, tools, credentials, and network access it needs. Customer and organization data stay separate.
Full visibility
Inspect every input, model call, tool use, decision, cost, delay, and output.
Complete governance
Control who can run, view, change, and deploy workflows by workspace, team, customer, or region.
Automatic optimization
Evaluate real runs and improve prompts, models, tools, and workflow logic while preserving every version.
Automatic context management
Use the full file, thread, or package. The runtime brings the right context into each step as the work grows.
Model independent
Keep the workflow when a better model arrives. Change models without changing contracts, tools, or access.
After deployment
Powerful workflows you can understand and manage.
See what happened, control access, recover failed runs, and improve performance without rebuilding around a new tool.
Long-running work
Resume from the right step.
Wait for people or systems and recover after an interruption without repeating completed actions.
Shared workflows
One deployed version for everyone.
Use the same workflow from your product, email, chat, internal systems, or an API, with the right access every time.
Controlled change
Know what changed and roll it back.
Trace every release, target, replacement, and rollback. Keep the evidence behind important actions.
Start building
Start with the AI you already use.
Open the prepared prompt in your AI assistant or run the UVX command. It includes the official Avalanche skill, documentation, and a guided first workflow.
Build your first workflow.
Choose the AI you already use. The prompt and install instructions are ready.
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