AI consulting by Pavel Filonov
Test whether AI will improve your business processes
PFConsult helps startups and small businesses discover where machine learning, RAG, and AI agents can create measurable ROI — then build practical prototypes and workflows to prove it.
AI consulting that starts with ROI
I combine strategy and hands-on implementation to help you decide what to test, build the right prototype, and understand whether AI deserves a larger investment.
AI Opportunity Assessment
Find practical, measurable places where AI can improve your business processes.
Learn more →AI Product Prototyping
Turn an AI idea into a working prototype that users can test and stakeholders can evaluate.
Learn more →Custom AI Agent Development
Design and build AI agents for customer support, research, and workflow automation.
Learn more →AI Training & Workshops
Help your team understand what AI can do, where it fails, and how to use it responsibly.
Learn more →
Featured case study
From 30 minutes to under five
How a payment service provider used production-tested anomaly detection to improve its 95th-percentile incident detection time—without overwhelming its monitoring team with false alarms.
Meet Pavel Filonov
I am the founder of PFConsult and an AI consultant focused on helping companies test whether machine learning can improve their business processes. My work combines data science leadership, software engineering, cybersecurity experience, and practical education.
Specialization
AI agents, RAG, and ML product validation
Friendly, practical support for founders and teams who need to know where AI can create real value — before overinvesting.
Want to know where AI can create ROI?
Book a consultation with Pavel to discuss your workflows, AI ideas, and the fastest practical way to test them.