ABOUT AKM GROUP
Better questions.
More informed decisions.
AKM Group is a Maryland-based company developing artificial intelligence tools and pursuing applied research. Our goal is to help people make sense of complex information and decide what to do next.
AKM GROUP AT A GLANCE
Founded by Michal Mielech.
Organized as AKM Group LLC in Maryland.
Business decision support through AKM OI.
Applied AI research through AKM Innovation.
Building, testing, and refining our approach.
Open to conversations with potential users and research partners.
WHY WE ARE BUILDING
Information is a starting point.
A useful answer needs context: what matters, which options are realistic, what the evidence supports, and what remains uncertain. That is the problem guiding our work.
AKM OI
Opportunity Intelligence
We are developing decision-support tools for small businesses and startups. The aim is to turn research and analysis into clear comparisons that help people evaluate opportunities and understand their choices.
- Start with the business question and its constraints
- Compare options, evidence, and tradeoffs
- Explain assumptions and uncertainty in plain language
AKM Innovation
Applied AI research
AKM Innovation is our focus for externally funded research. We seek opportunities to investigate practical AI questions with sponsors and research partners, working toward defined objectives and agreed deliverables.
- Research shaped around a specific problem
- Evaluation of AI approaches and their limitations
- Reports, evaluations, or prototypes appropriate to the project
WHAT GUIDES US
Evidence, clarity,
and human judgment.
Make reasoning visible.
Our aim is to show how an answer was reached, including the evidence, assumptions, and gaps that matter.
Be clear about limits.
We want uncertainty to be understandable. Questions that remain open belong alongside the findings.
Support the decision-maker.
We design toward useful explanations that people can question, evaluate, and apply to their own circumstances.
START A CONVERSATION
Have a question
worth exploring?
We welcome conversations with potential users, collaborators, and research sponsors.
AKM Group LLC
Maryland, United States