I Engineer Time for
Process-Intensive Businesses
Eliminating operational drag for private equity–backed and founder-led companies through custom automation.
Denys Pavlov
Automation Architect
Engineering
P&L Impact.
I build automation systems that replace headcount, eliminate operational drag, and compound margins.
I work with operators, founders, and PE-backed businesses to convert back-office friction into durable profit leverage. Not dashboards. Not prototypes. Production systems that move the P&L.
Laguna Coast Pottery
Eliminating purchase-order reconciliation drag through AI-driven automation.
2+ hours saved / PO
Zero manual entry
The Derby Steakhouse
Automated the nightly close, reclaiming 90 mins/day.
$1,350 / mo reclaimed labor
Zero manual data entry
Operational Control System
Jesse Collins Ent.
Eliminating document assembly bottlenecks.
Saved Weekly
1-Click Assembly
Most companies scale revenue by scaling payroll.
I build systems that absorb operational load, allowing revenue to increase without adding administrative headcount.
- Higher operating leverage
- Margin expansion that compounds
14x
Average ROI in Year 1
Labor elimination & error removal
I do not sell hours.
I design leverage.
Every engagement is built around a simple premise:
A clearly defined bottleneck
We identify the single operational constraint that is slowing you down or bleeding cash.
A system to remove it
I design and deploy a permanent automated solution. It runs 24/7 without management.
Measurable impact
We verify the result: cost reduction, speed increase, or revenue growth.
"If a system does not materially affect the P&L, it does not ship."