When does dependency become a risk?
Many AI projects start on platforms that offer speed. As a project grows, limitations can appear around hosting, ownership, data availability, extensibility and cost. When a project becomes too dependent on a single platform or closed setup, vendor lock-in emerges and handover, management or further development becomes difficult. BuildGuard AI helps determine when migration becomes the sensible choice.
From platform dependency to technical control.
Recognisable signals
- signal.01
Costs are rising sharply
- signal.02
Hosting options are limited
- signal.03
Ownership is unclear
- signal.04
Integrations are becoming more complex
- signal.05
Growth is constrained by the platform
Common patterns
- pattern.01
The original platform choice is never revisited
- pattern.02
Data and logic become entangled with the platform
- pattern.03
Migrating gets harder over time
- pattern.04
Control over infrastructure is missing
- pattern.05
Future extensions become limited
Topics we review in depth
- 01Vendor lock-in
- 02Hosting
- 03Data ownership
- 04Architecture
- 05Integrations
- 06Migration risks
- 07Manageability
Concrete outcomes
- 01Lock-in analysis
- 02Migration advice
- 03Architectural direction
- 04Risk assessment
- 05Roadmap towards independence
Migrating is not always necessary. The goal is to determine when the benefits of independence outweigh the benefits of staying.
Steps in the engagement
Current-state analysis
Lock-in assessment
Scenario comparison
Migration strategy
Roadmap
Where this often comes up
- Lovable projects
- Bolt projects
- Replit projects
- Cursor projects
- Growth towards production
- Acquisition or investment
- Long-term management
Gain insight before dependency becomes a problem
BuildGuard AI helps determine whether the current platform choice still fits the ambitions of the project.