LeanLayer.ai
We design AI systems that buy back time and unlock growth
Tens of millions of dollars generated & saved.
ADVANTAGE №1
Proof-first, not promise-first
We start with quantifying ROI and design working system. If it can’t pay for itself, we won’t build it.
We start with quantifying ROI and design working system. If it can’t pay for itself, we won’t build it.
ADVANTAGE №2
AI with guardrails
Your logic stays deterministic and controllable. No black boxes, no forced tool changes.
Your logic stays deterministic and controllable. No black boxes, no forced tool changes.
ADVANTAGE №3
Fast build, simple run
We ship in weeks, and offer a light monthly to keep it humming. Outcomes over noise.
We ship in weeks, and offer a light monthly to keep it humming. Outcomes over noise.
We’re quiet builders who think like operators. Strategy + automation + clean UX - so your team gets time back and results compound.
OUR TEAM
YURI KASHIRIN
Partner, Systems Strategy
KHALID MAJD
Partner, Solution Architect
We Remove friction and tighten the way work gets done.
By understanding the unique landscape of your business, we craft bespoke systems that drive efficiency and new revenue
5+
years building systems
100+
clients served
15+
different niches
OUR PROCESS
SCAN:
Study the business, Calculate the opportunity, Architect the solution, Narrate the plan. You get a bottleneck map, ROI table, and a build roadmap.
Study the business, Calculate the opportunity, Architect the solution, Narrate the plan. You get a bottleneck map, ROI table, and a build roadmap.
STEP 1
BUILD:
Ship a push-button system for one priority workflow. Inputs connect, data is validated, AI reads/triages, rules decide, output lands where your team already works.
Ship a push-button system for one priority workflow. Inputs connect, data is validated, AI reads/triages, rules decide, output lands where your team already works.
STEP 2
OPERATE:
Monitoring, tweaks, model cost coverage, and a weekly “what changed / what to fix next” brief.
Monitoring, tweaks, model cost coverage, and a weekly “what changed / what to fix next” brief.
STEP 3
COMPOUND:
When the first workflow pays for itself, we move to workflow #2. Same cadence, same rules: working system, measurable outcome.
When the first workflow pays for itself, we move to workflow #2. Same cadence, same rules: working system, measurable outcome.
STEP 4
FAQ
Almost every company has repeatable loops.
Examples: lead generation, lead intake, proposal prep, invoice/document checks, price/stock updates, FAQs, weekly report etc.
Examples: lead generation, lead intake, proposal prep, invoice/document checks, price/stock updates, FAQs, weekly report etc.
Stability: fewer manual errors and stuck tasks.
Savings: lower labor time and operating costs.
Revenue: new lead sources and higher conversion from existing traffic.
Edge: faster response, clearer rules, predictable outcomes.
Savings: lower labor time and operating costs.
Revenue: new lead sources and higher conversion from existing traffic.
Edge: faster response, clearer rules, predictable outcomes.
Recurring workf that burn time or leak money:
intake → decision, data cleanup, handoffs, follow-ups, status/reporting, etc.
We pick one loop and make it push-button.
intake → decision, data cleanup, handoffs, follow-ups, status/reporting, etc.
We pick one loop and make it push-button.
No. We integrate. Output goes to your CRM, sheets, inbox, Slack, or DB - where people already work.
SCAN (audit) in 7–10 days; first build live in ~2–3 weeks. Early wins show up immediately in hours saved and cycle time.
SCAN (audit) is fixed-fee. Builds are a flat project price (scope-based). Operate is a simple monthly that includes model costs and small improvements.
If the build misses the agreed metric, we extend the sprint at no charge to hit it.
WORK:
TERMS OF USE
PRIVACY POLICY
FAQ
© 2025 MK Global LLC (DBA leanlayer.ai)