You will get audit your AI tools to show you exactly where you're wasting time and money
Project details
Most small businesses are sitting on a goldmine of time savings – they just can't see where AI fits into their specific workflow. Generic AI advice is everywhere. What's rare is someone who has actually built and operated AI systems in production, not just read about them.
I'm a former Google Program Manager and Marqeta Senior Manager with 25 years of operational leadership. Over the last 16 months I designed and ran a full AI production pipeline from scratch – 30 products launched, 2 million pages read, a live AI platform built. I know where AI works, where it breaks, and how to make it stick.
This audit gives you a clear, jargon-free answer to one question: where exactly should AI be working in your business right now?
You'll receive a structured PDF report covering your current tool stack, identified gaps, specific recommendations, and a prioritized 30-day action plan you can actually implement.
No generic advice. No upsell pressure. Just a clear map of where your time is being wasted and how to fix it.
I'm a former Google Program Manager and Marqeta Senior Manager with 25 years of operational leadership. Over the last 16 months I designed and ran a full AI production pipeline from scratch – 30 products launched, 2 million pages read, a live AI platform built. I know where AI works, where it breaks, and how to make it stick.
This audit gives you a clear, jargon-free answer to one question: where exactly should AI be working in your business right now?
You'll receive a structured PDF report covering your current tool stack, identified gaps, specific recommendations, and a prioritized 30-day action plan you can actually implement.
No generic advice. No upsell pressure. Just a clear map of where your time is being wasted and how to fix it.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Content Creation, AIOps, Conversational AIAI Models
ChatGPTWhat's included
| Service Tiers |
Starter
$125
|
Standard
$175
|
Advanced
$275
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 2 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | - | - |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Additional Revision
+$25Frequently asked questions
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MK
Mercy K.
Jan 6, 2026
Amazon KDP Book Formatter Needed
Marcin was a delight to work with. He is a clear communicator who handled the project as if it were his own. Highly recommended!
About Marcin
AI Workflow Consultant | Business Automation | LLM Pipeline Design
Loziska, Poland - 7:06 am local time
I'm a former Google Program Manager and Senior Manager at Marqeta who spent the last 16 months doing one thing: stress-testing AI in a real production environment. Not theorizing. Building.
I designed and operated a full LLM pipeline from scratch – drafting, editing, quality control, publishing, marketing. The result: 30 products launched, 2M+ pages read, a live AI-assisted platform (Author's Haven). Every bottleneck you can imagine, I hit it and fixed it.
What I actually do for clients:
✅ Audit your current workflow and identify exactly where AI saves you time and money
✅ Design and build LLM pipelines that fit how your business actually works
✅ Set up quality control systems so AI output doesn't embarrass you
✅ Connect your existing tools into one coherent automated system
I bring 25 years of operational leadership to every engagement. I don't sell you a chatbot and disappear. I build systems that keep working after I leave.
If your business is wasting hours on tasks AI should be handling – let's talk.
Steps for completing your project
After purchasing the project, send requirements so Marcin can start the project.
Delivery time starts when Marcin receives requirements from you.
Marcin works on your project following the steps below.
Revisions may occur after the delivery date.
Intake Review
I review your tools list and business context to understand your current setup
Gap Analysis
I identify where AI can replace or augment your manual workflows