Machine-Readable Requirements for AI Systems

▤ Summary

V2Solutions argues that modern delivery pipelines remain hampered by human-oriented requirements and proposes shifting to machine-readable, schema-driven requirements so systems can validate and execute intent. The firm frames structured requirements as executable contracts that reduce ambiguity, speed delivery, and enable automation across APIs, workflows, and LLM-based components. They cite customer examples—healthcare claims automation, bank mortgage processing, and field sales order fulfillment—where restructuring requirements cut processing times dramatically and reduced defects. The approach aligns with platform engineering and API-first practices and aims to turn alignment from meetings into automated validation steps.

▦ Linked Companies

V2Solutions Inc.

$10M to $25M