Enterprise Innovation Consulting
The most efficient path to an AI-native business
We’re a technology consulting and engineering firm. We help companies put AI to work in operations, software delivery and products. We build on the processes you already have and raise automation one controlled step at a time.
Core operations keep running the whole way through, and the technology stays replaceable.
Trusted by teams at Boot Barn, Balfour, NOV, Kyrio, Spirent, and others.
What we do
Three directions, each with its own site
Open the one that fits your company to see the full list of its services.
Operations that run on AI
We redesign your processes, structure the knowledge they depend on and hand the routine work to AI agents and workflows. Operations need less manual effort and stay consistent as you grow.
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An AI-powered software factory
We turn the way your software gets built into an AI-powered software factory, with AI in product management, architecture, engineering and testing. Your teams ship faster and keep quality steady without growing headcount at the same rate.
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Custom AI-native products
We build the software your business runs on, from AI product strategy and architecture to full-cycle development. Our teams work on their own or inside yours. You get custom products that are built to scale and owned by your team.
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How they connect: Operations define and run the work. Software delivery builds and maintains the systems. Products provide the platforms both rely on. Together they make one operating system.How we work
Increase autonomy only after quality is proven
We don’t rush to agents. Each stage tests the process, shows what context is still missing and tightens control before AI gets more of the work.
People follow the defined process with help from AI. This checks the instructions and shows where the workflow is still unclear.
Proven instructions become reusable skills and assistants. People hand over bigger tasks, review the results and sort out the exceptions.
Agents do the defined work end to end and pass the cases they can’t resolve to a person. People supervise the results and set the quality standards.
Verification agents check the work of production agents against those standards. Mature work runs with minimal intervention, and people still oversee performance, policies and exceptions.
Who we are
The team you will work with
We started in software engineering and added AI automation once it became practical in real operations. Here’s who leads the work.
Sergey Seroukhov
Software architect, startup CTO and consulting leader. He has spent 25+ years building systems, teams and operational frameworks.
Meet the team- 2016Founded in Tucson, ArizonaOur legal name is Conceptual Vision Consulting LLC, and we do business as Enterprise Innovation Consulting.
- 20+Engineers, architects and AI specialistsOne team across North America, Western Europe and Eastern Europe. Our clients are mid-sized and enterprise companies in North America, Western Europe and Australia.
- 8Team leads you can look upEach one is on the About page with a role, a photo and a LinkedIn profile.
Get started
Find your starting point
Tell us where AI already sits in your work and what you’d like to change. We’ll help you pick the place to start and tell you plainly whether now is the right time. You’ll talk with an engineer, not a salesperson.
- Where you are with AI today
- Where AI already helps and where it’s still scattered
- Which direction fits your company
- Clear next steps, whatever we decide