About KNMarkov
AI consulting
built different.
We exist because most AI consulting is broken. Companies pay for strategy decks that gather dust and implementations their teams can’t maintain. We do the opposite.
Our Mission
Make AI work in the real world
AI has enormous potential. But there’s a gap between what’s possible in a research lab and what’s useful in a business. We bridge that gap — turning AI capabilities into production systems that deliver measurable ROI.
We’re not here to sell you on the AI hype. We’re here to help you figure out where AI creates real value, build it right, and make sure your team can own it long after we leave.
Our Journey
How we got here
Founded
KNMarkov established
Founded with a mission to bridge the gap between AI research and production business systems.
First Client
Enterprise AI delivery
Delivered our first production AI system — a document processing pipeline that saved 40+ hours per week.
Training Launch
AI training programs
Launched intensive training programs to teach enterprise teams how to build and maintain production AI.
50+ Placements
Staffing milestone
Placed over 50 pre-vetted AI professionals at companies across financial services, healthcare, and technology.
AI SaaS
Product development
Began developing proprietary AI SaaS tools to accelerate enterprise AI adoption at scale.
How We Operate
Principles, not platitudes
Ship production, not prototypes
Demos are easy. Production is hard. We measure success by what runs reliably in your environment.
Transfer knowledge, not dependency
Every engagement includes documentation, training, and pair programming. Your team runs everything without us.
Honest assessment, always
If AI isn't the right solution, we'll tell you. If your timeline is unrealistic, we'll say so. Honesty saves everyone time.
Stay current, stay skeptical
AI moves fast. We track every new model and framework — but we don't chase hype. We adopt what works.
Measure what matters
ROI, accuracy, latency, cost per inference. We define success metrics before we start building and track them throughout.
Security is not optional
Data handling, access controls, prompt injection protection, and compliance are baked in from day one.
Our Team
Small team, big impact
We’re a lean team of AI practitioners who’ve shipped production systems at scale. Every team member has hands-on experience building, deploying, and maintaining AI in the real world.
We’re always looking for exceptional people who want to do meaningful work at the intersection of AI and business.
View open rolesIndustries
AI expertise across sectors
Let’s work together.
Tell us about your AI goals and we’ll figure out the best way to help.