We build AI into how work runs — and we run on it ourselves
We’re a system-level AI transformation partner. We come from software engineering and AI automation, and we’re building our own company as an AI-native operating model — so we lead this kind of change from inside it, not from a slide.
Conceptual Vision Consulting LLC, doing business as Enterprise Innovation Consulting · Tucson, Arizona
Trusted by teams who run on what we build
A technology consulting and engineering firm, AI-native at its core
Enterprise Innovation Consulting (EIC) is the trading name of Conceptual Vision Consulting LLC, founded and led by Sergey Seroukhov. We are a technology consulting and engineering firm, headquartered in Tucson, Arizona.
We change how software and complex business processes are designed, built, and operated — pairing senior engineering with AI automation so AI becomes part of how the work runs, measured on cost, speed, quality, and scale.
- 2016Founded in Tucson, Arizona
- 20+Engineers, architects & AI specialists
- 3 regionsNorth America · Western & Eastern Europe
- Senior-ledArchitects lead every engagement
Engineering first, then AI automation
The system-level claim only holds if it’s built on real ground. Ours is software engineering and AI automation — plus a systems discipline we apply to ourselves first.
The hardest problems are rarely about technology. They're about the systems behind how work gets done.
Software architect, startup CTO, and consulting leader with 25+ years building systems, teams, and operational frameworks. Specializes in technical strategy, software architecture, microservices, microfrontends, DevOps, and AI-powered software factories.
- Foundation
Software engineering & AI automation
The practical experience of designing, building, and operating production systems — paired with putting AI to work inside them. That’s the established ground under everything else we do.
- In progress
Building the systems discipline
On top of that foundation, we’re building process, knowledge, and automation engineering into one structured way of working — so AI has clear processes to run, organized knowledge to draw on, and governed automation to execute.
- On ourselves
Earning the right to lead it
We apply the discipline to our own company before bringing it to yours. It’s what earns us the right to lead this change — not a finished maturity claim.
We run EIC the way we help clients run
We hold ourselves to the standards we set for clients. EIC runs as an AI-native organization — a living laboratory for the operating model we build with you.
- 01
Systems, not tools
We move organizations from scattered AI tools to integrated systems that actually run the business — across operations, delivery, and products.
- 02
Engineering discipline
Standardized processes, clear ownership, and governance, so results are repeatable rather than one-off.
- 03
Applied AI, not experiments
AI is embedded in real work, not stuck in demos — always inside structured workflows under human oversight.
- 04
Controlled & human-supervised
Automation stays governed and human-supervised. We evolve your operating model rather than rip it out.
Senior people across software, architecture, and AI
A senior team — not a sales floor — across the four disciplines this work actually needs: solution architects, software developers, DevOps & platform engineers, and AI-automation specialists. The leads below carry the work.
Alexey Dvoykin
Manager, Consulting ServicesLeads consulting delivery and client engagement. 10+ years in development, five in architecture and project management, two in consulting leadership.
Michael Seroukhov
Manager, Information TechnologiesRuns internal systems, infrastructure, software development, and testing — a strong technical base paired with creative, mission-driven problem solving.
Denis Bychkov
Manager, Sales & MarketingLeads sales, marketing operations, CRM, and automation — corporate web, marketing-process automation, and CRM systems, with a focus on AI in business.
Dmitry Levichev
Manager, Digital Products16+ years across software and hardware. Specializes in software architecture, microservices, microfrontends, DevOps, IoT, and embedded development.
Anastas Fonotov
Manager, Training ServicesLeads training and knowledge transfer. 15 years of university-level teaching alongside deep work in process automation, architecture, and data.
Mark Makarychev
Delivery Automation ExpertCloud architecture, DevOps, and automated infrastructure — declarative tooling that improves delivery for engineers and end users alike.
Alexander Kosheverov
Microfrontends ExpertFront-end architect with 9+ years on enterprise and eCommerce applications. Specializes in Angular, React, and migrating monoliths to microfrontends.
Sergey Khoroshykh
Test Automation Expert8+ years in software development and automated testing. Specializes in software architecture, microservices, automated testing, and DevOps.
A global delivery model, built for Tier-1 markets
EIC runs a distributed model — strategy and leadership close to the client, deep engineering and AI talent across Europe — working as a single team.
North America
Client leadership, architecture & strategyWestern Europe
Senior engineering & specialized AIEastern Europe
Core software engineering, DevOps & automation
Where our team sits and where our clients are are two different things — headquartered in Tucson, Arizona, we serve mid-sized and enterprise organizations across North America, Western Europe, and Australia.
Let’s find where AI should run first
Tell us where you are with AI and what you're trying to move. You'll talk with an engineer, not a salesperson — and leave with a clear view of the highest-leverage place to start.
- On the call
- Where AI will move the needle — operations, delivery, or products
- How we would approach your situation
- Whether EIC is the right fit
- A clear next step — no pressure