Model the state. Enforce the rules. Build for scale.
Backend architecture comes first. We design your data model and state logic before touching the interface. Systems built to enforce workflow boundaries and maintain integrity under load.
Workflow Analysis & State Mapping
We audit your current operations to extract the actual state logic—not documented procedures, but the real business rules embedded in spreadsheets and manual handoffs. We identify state transitions, validation points, and the edge cases where processes currently break.
Schema Design & Backend Architecture
Database schema is designed for referential integrity and proper indexing from the start. State machines are modeled explicitly. Permissions are enforced at the data layer. Every state transition is validated against defined rules before execution.
State Enforcement & Business Logic
Business rules are encoded as database constraints and API-level validation. State transitions trigger defined actions. Controlled overrides are permitted through explicit pathways with full audit logging. The system prevents invalid states at the data layer.
Load Testing & Edge Case Validation
Systems are tested against real operational data and edge cases identified during discovery. We validate state transitions under concurrent load, test error handling pathways, and verify that constraints hold when multiple users operate simultaneously.
Documentation & System Ownership
Your team receives complete system documentation: database schema, state transition logic, API endpoints, and administrative procedures. You have full access to the backend, business logic, and integrations. No proprietary abstractions, no vendor dependencies.