EGOR FOLLEY

Helping enterprise customers with agentic AI transformation

I help enterprise to find the expensive bottleneck, design AI solutions, and ship production-level systems. Built to be trusted with high-stakes decisions: governance, evals, and observability from day one.

Background

Over the past 7+ years I've been engineering AI/ML architectures, partnering with enterprise stakeholders to solve high-impact problems, and deliver ROI-driven solutions.

Built 2 AI startups:

Autonomous edge AI software for drones, helping infrastructure companies automate data collection and inspections
Vision AI agent for construction safety monitoring

Delivered 12+ production GenAI E2E deployments for startups, SMBs, and enterprises: from customer discovery using MEDDPICC, solution architecture, technical implementation and deployment, and user adoption.

Selected Work

Enterprise AI for PE Deal Diligence

Led a $2M engagement and a team of 8 to cut private-equity due diligence from ~4 months to ~1 hour. A 6-agent, ontology-first pipeline over 400+ pages of unstructured documents, with agent governance and GraphRAG.

Architecture write-up available on request.

Agentic GraphRAG Copilot for Cross-Team Data Retrieval

Reduced cross-team data retrieval time by ~82% by unifying search across documents, databases, and internal tools.

Architecture write-up available on request.

All-in-One Agentic Platform for Managers

Cut technology-adoption time from 6 weeks to 3 for managers adopting new tools, using a multi-agent platform for documentation, project data, and internal tools.

Architecture write-up available on request.

Vision AI Agent for Jobsite Safety

Saved ~15 hours/week for safety supervisors by automating visual inspection and incident triage on jobsites.

View BuiltWorlds demo →

Featured

BuiltWorlds AI Conference Pitch 2025

Autonomous Flight in 600 sq ft Apartment

Techstars Berlin Demo Day 2023

Barcelona SmartCityExpo Pitch 2023

Press Coverage

Client Recommendations

Danny Ellis
Ex-CEO SkySpecs, Advisor

"Over 2024, I advised Egor on his startup journey. He has a solid understanding of software development, from rapid prototype planning to execution. Moreover, Egor is skilled at building customer development roadmaps, setting KPIs, and validating problem-market fit. He encompasses strategic thinking with a proactive approach to solving business challenges."

Boina Babu
AI Founder, ex-Spotify, Client

"I met Egor at Techstars, where he demonstrated solid AI domain expertise. His technical proficiency was matched by his keen understanding of core problems. His proactive solutions and strategic insights were invaluable, helping us navigate challenges and stay competitive. I highly recommend Egor to any team looking to leverage AI to innovate and improve operations."

View all recommendations on LinkedIn →

Let's Talk

If you are sitting on a slow, expensive process and you want someone who can diagnose the real problem, design the system, and ship it to production, let's talk.