About the practice
Independent AI engineering consulting.
CertifiedAI is an independent technical consulting practice focused on engineering AI systems integrated with existing business operations.
Technical delivery and integration.
This practice is built around hands-on software engineering: understanding the system, writing and integrating the code, measuring failure cases and taking responsibility for the details that determine whether a solution can operate in the real world.
The work spans two environments: complex enterprise systems and practical automations for growing businesses. Both require careful integration, clear scopes and a bias toward solutions that people can actually maintain.
Public builds and technical writing will document the approach openly. Client names and quantitative outcomes will only be published when they can be verified and shared with permission.
Discuss your AI project.
Tell me what you need to integrate, automate, or make more reliable.