AI System Design & Integration
Turn Requirements Into a Buildable System
Once the right opportunity has been identified, the next step is designing how the system will actually work.
Convex AI Systems maps the workflows, data flows, integrations, logic, controls, and technical requirements needed to turn a validated business need into an implementation-ready system.
The result is a clear technical plan that can be reviewed, scoped, tested, and built without relying on assumptions.
What This Service Includes
We translate validated business requirements into a documented system architecture — defining what connects, how information moves, what the system needs to do, and what is required for implementation.
Integration Blueprint
A visual map showing the systems, workflows, data sources, integrations, and key connections involved in the proposed solution.
Technical Scope
Clear documentation of system requirements, integration points, workflow logic, dependencies, constraints, and implementation considerations.
Implementation Plan
A structured sequence for building, connecting, testing, and deploying the approved system.
Validation & Testing Requirements
Define how critical workflows, integrations, outputs, exceptions, and controls should be tested before full deployment.
Our AI System Design Process
01
Define Objectives
02
Map Workflows
03
Define the Architecture
Determine the appropriate system components, integration methods, AI capabilities, automation logic, and technical dependencies.
04
Design Integrations & Controls
05
Finalize the Implementation Plan
Document the approved architecture, scope, testing requirements, implementation sequence, and responsibilities so development can proceed from a defined plan.
Example System Design
A system design engagement might involve a manufacturer that needs its sales, order management, and production workflows to exchange information more efficiently.
Example requirements could include:
- Mapping data between sales and operations
- Connecting existing business systems through available integrations or APIs
- Automating appropriate order-status updates
- Defining where AI could assist with analysis or reporting
- Establishing validation and human-review points
- Documenting exceptions and error-handling requirements
Why Structured Design Matters
Building integrations without first defining the architecture can create unnecessary complexity, fragile workflows, security issues, and expensive rework.
Structured AI system design establishes how each component should interact before implementation begins. It gives developers, stakeholders, and decision-makers a shared technical reference for what is being built and why.
A defined architecture provides:
- Clear data and workflow paths
- Documented integration requirements
- Defined decision and exception logic
- Appropriate security and access considerations
- Testing requirements before deployment
- A foundation that can be maintained and expanded over time
Measurable Outcomes
| System Architecture | A clear picture of how the proposed solution fits together |
|---|---|
| Integration Planning | Defined connections between systems, workflows, and data |
| Implementation Scope | Clearer requirements for estimating and building the system |
| Risk Management | Dependencies, constraints, exceptions, and controls identified before deployment |
| Testing | Defined requirements for validating the system before launch |
| Future Development | Documentation that supports maintenance, changes, and expansion |
Deliverables You Receive
Integration Blueprint
Visual documentation of the proposed architecture, workflows, systems, integrations, and data movement.
Technical Scope
Documented requirements covering integrations, workflow logic, dependencies, controls, constraints, and implementation considerations.
Implementation Plan
A structured sequence for development, integration, validation, testing, and deployment.
Testing Requirements
Defined criteria for validating critical workflows, outputs, exceptions, integrations, and human-review points before launch.
Request Your Integration Plan
Fill out the form below and we’ll review your current setup. You’ll receive a detailed proposal within 1–2 business days.
We respond within 24 hours. No automated replies — a real person reviews your request.