AI systems for B2B operations

We implement AI systems that make companies more efficient.

We help growing B2B companies automate operations, build AI agents, and implement intelligent workflows that save time, reduce costs, and increase operational efficiency.

The problem

Companies lose hundreds of hours on work AI can automate.

Manual handoffs, repeated analysis, inbox-driven operations, and disconnected tools quietly slow teams down. The cost is rarely one big failure. It is thousands of small delays that compound every week.

40% of team time is often spent coordinating instead of executing.
10x faster response loops become possible when workflows trigger themselves.
24/7 AI agents can monitor, route, enrich, and prepare operational work.

The solution

We combine strategy, automation, and implementation.

We find the operational workflows where AI can create measurable ROI, then design and implement the systems that make those gains real inside your tools, teams, and data.

AI strategy

Identify high-value automation opportunities.

We map your processes, quantify the bottlenecks, and prioritize AI initiatives by business impact, implementation effort, and risk.

AI agents

Build agents that perform operational work.

We create AI agents for research, routing, reporting, customer operations, sales support, internal knowledge, and back-office tasks.

Workflow systems

Connect AI to the tools your team already uses.

We implement automations across CRMs, help desks, databases, documents, spreadsheets, communication tools, and custom apps.

Ideal client

We work with companies that have processes, data, and ambition to grow.

B2B teams with recurring operational workflows that are still handled manually.
Companies with valuable data spread across tools, documents, inboxes, and databases.
Leadership teams that want AI tied to margin, speed, quality, and capacity.
Operators who need practical systems, not presentations that never reach production.

Process

How we work

We move from operational diagnosis to production implementation, with clear ROI logic before anything is built.

Discover

We review your workflows, tools, data sources, and team pain points.

Prioritize

We rank opportunities by savings potential, complexity, and adoption path.

Implement

We build automations, agents, integrations, prompts, and operating logic.

Improve

We measure outcomes, refine the system, and expand what works.

Why us

We don’t sell AI for the sake of AI. We build systems that create ROI.

Operator-first thinking

We start with business workflows, not model demos.

Production mindset

We design for reliability, handoffs, exceptions, and real team adoption.

Measurable outcomes

We connect every initiative to time saved, cost reduced, or capacity gained.

End-to-end delivery

We help define the opportunity and implement the system that captures it.

Hugo Leyk and Antoni Mroz, founders of L&M AI Consulting

Hugo Leyk

CEO

Leads AI strategy, solution architecture, and implementation. Focused on transforming business challenges into scalable AI systems that improve efficiency and unlock growth.

Antoni Mroz

Co-Founder

Leads business development, client partnerships, and growth initiatives. Focused on helping companies identify high-impact opportunities and successfully adopt AI across their operations.

Founders

Built by founders. Focused on results.

We help growing companies identify, design, and implement AI systems that create measurable business impact. From strategy and automation to AI agents and operational workflows, we focus on solutions that save time, reduce costs, and drive growth.

At L&M AI Consulting, we believe AI should deliver measurable outcomes, not just impressive demonstrations. We work closely with leadership teams to identify opportunities, automate critical workflows, and implement AI systems that create lasting competitive advantages.

AI Strategy AI Automation AI Agents Business Impact

Start with the ROI opportunity

Want to find out where AI can create ROI in your company?