Start with the workflow.
Name the repeated work and what it costs before picking a model.
About Velug
Velug is Pranav Reddy, building AI into real operations.
You work with me directly, from mapping the workflow to testing the finished system.
The model is only one part of the system.
Useful AI has to live inside real documents, permissions and review queues. Velug builds that whole path, one workflow at a time.
I spent years in fund-administration operations before building AI systems. So I start with how the work actually moves, keep the consequential decisions under control, and test against the cases the system will meet in production.
How I work
Keep authority clear.
Existing systems, permissions and accountable people stay in charge.
Evaluate the whole system.
Sources, actions and failure paths get tested first. The polished answer comes last.
Talk directly
Tell me where the work gets stuck.
A short description of the workflow is enough to begin.
pranav@velug.ai