Operations bottleneck
A weekly handoff between two systems is consistent enough to automate, with exceptions listed.
AI Infrastructure and Implementation
AI Architecture and Implementation
We start with a short audit, then design the architecture, integration, and evaluation for a system the team can run. Sometimes the useful result is not to build.
The business problem
A company knows it wants AI and cannot yet point to the process, the owner, the architecture, or the number that should move.
What the work includes
- A short audit of the workflow, the data, and who owns the result
- An architecture for the model, tools, review path, and deployment
- Integration and evaluation checks the team can rerun
- A recommendation that includes what not to build
Use cases
Premature platform
The audit shows the data is not ready, and the next step is a source fix rather than a model.
These are patterns for scoping a project. They are not case studies and they do not report a client metric.
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