WAsP Interop Hub
Enables standardized interoperability for WAsP ecosystem input and output files, reducing integration friction across wind assessment software, tools, and custom workflows.
The Problem
“Standardize WAsP file interoperability across wind assessment tools and workflows”
Organizations face these key challenges:
Multiple WAsP-related file types with inconsistent structures and versions
Custom scripts that break when upstream or downstream tools change
Manual metadata cleanup and field mapping between systems
Late discovery of invalid or incomplete files during project execution
Impact When Solved
The Shift
Human Does
- •Collect WAsP-related files from partners, tools, and internal workflows
- •Manually identify file types, versions, and required metadata
- •Convert and map fields between formats using scripts, spreadsheets, or custom parsers
- •Review validation issues late in the process and correct incomplete or inconsistent files
Automation
- •No AI-driven interoperability support is used
- •No automated file classification or schema inference is available
- •No AI-generated remediation guidance is provided
- •No proactive monitoring of version drift or recurring conversion failures occurs
Human Does
- •Approve canonical mappings, validation policies, and interoperability rules
- •Review and resolve exceptions for ambiguous files or non-standard variants
- •Decide how to handle high-impact validation failures and partner-specific requirements
AI Handles
- •Classify incoming WAsP ecosystem files by type, version, and likely variant
- •Validate structure, metadata, and semantic consistency against known rules
- •Recommend or execute standardized transformations into approved formats or canonical representations
- •Route files through the correct workflow and summarize failures with next-step guidance
Operating Intelligence
How it works
AI runs the operating engine in real time.
Humans govern policy and overrides.
Measured outcomes feed the optimization loop.
Who is in control at each step
Each column marks the operating owner for that step. AI-led actions sit above the divider, human decisions and feedback loops sit below it.
Step 1
Sense
Step 2
Optimize
Step 3
Coordinate
Step 4
Govern
Step 5
Execute
Step 6
Measure
AI lead
Autonomous execution
Human lead
Approval, override, feedback
AI senses, optimizes, and coordinates in real time. Humans set policy and override when needed. Measurements close the loop.
The Loop
6 steps
Sense
Take in live demand, capacity, and constraint signals.
Optimize
Continuously compute the best next allocation or action.
Coordinate
Push those actions into systems, channels, or teams.
Govern
Humans set policies, objectives, and overrides.
Authority gates · 1
The system must not approve new canonical mappings or interoperability rules without review by an interoperability owner. [S1]
Why this step is human
Policy decisions affect the entire operating envelope and require organizational authority to change.
Execute
Run the approved operating loop continuously.
Measure
Measured outcomes feed back into the optimization loop.
1 operating angles mapped
Operational Depth
Technologies
Technologies commonly used in WAsP Interop Hub implementations:
Key Players
Companies actively working on WAsP Interop Hub solutions: