AI Pipeline Audit - find out why your LLM feature underperforms by Vivek GuptaAI Pipeline Audit - find out why your LLM feature underperforms by Vivek Gupta
AI Pipeline Audit - find out why your LLM feature underperformsVivek Gupta
Cover image for AI Pipeline Audit - find out why your LLM feature underperforms
Your LLM feature works in demos and disappoints in production. I review the whole path - prompts, grounding, model choice, cost per call, failure handling - and give you a written findings document with a prioritised fix list and what each fix is worth.
No code changes. Just a clear picture of what is actually wrong and a plan any engineer on your team can execute.
What you get
A written audit of your current pipeline, end to end
Prioritised fixes, ordered by impact against effort
Cost-per-call breakdown and where it can realistically be cut
A 30-minute walkthrough call to go through it
Turnaround: 3 working days from the moment I have access.
Starting at$600
Duration3 days
Tags
AI Developer
Service provided by
Vivek Gupta Bengaluru, India
1
Followers
AI Pipeline Audit - find out why your LLM feature underperformsVivek Gupta
Starting at$600
Duration3 days
Tags
AI Developer
Cover image for AI Pipeline Audit - find out why your LLM feature underperforms
Your LLM feature works in demos and disappoints in production. I review the whole path - prompts, grounding, model choice, cost per call, failure handling - and give you a written findings document with a prioritised fix list and what each fix is worth.
No code changes. Just a clear picture of what is actually wrong and a plan any engineer on your team can execute.
What you get
A written audit of your current pipeline, end to end
Prioritised fixes, ordered by impact against effort
Cost-per-call breakdown and where it can realistically be cut
A 30-minute walkthrough call to go through it
Turnaround: 3 working days from the moment I have access.
$600