I help businesses figure out

I help businesses figure out where AI and automation can create real value — before they spend money on unnecessary tools.

This work focuses on reviewing existing business and marketing processes, identifying repetitive manual tasks, operational bottlenecks and missed automation opportunities, and turning those findings into a practical implementation roadmap.

My approach starts with the business process — not the technology.

I analyze areas such as:

• Marketing operations and campaign workflows • CRM and lead management • Customer follow-up and communication • Content production processes • Reporting and recurring administrative tasks • Internal workflows and handoffs • Repetitive manual work • Existing software and disconnected tools

Each opportunity can then be evaluated based on business impact, implementation effort, frequency and automation potential.

The result is a prioritized roadmap showing what should be improved first, what can be automated, where AI may be useful — and where automation may not be necessary.

DISCOVERY → WORKFLOW AUDIT → BOTTLENECKS → AI OPPORTUNITIES → PRIORITIZATION → RECOMMENDATIONS → 90-DAY ROADMAP

My background combines marketing operations, CRM, B2B and financial-services experience with modern AI and automation tools. This allows me to look at AI from an operational and business perspective rather than simply recommending another collection of software.

The goal: fewer repetitive tasks, clearer workflows and a realistic AI adoption plan that supports the way the business actually operates.