AI Integration Lead

I make AI operational
inside organizations.

Not tools.

Not advice.

Systems that run without me.

From strategy to deployed systems.

Most don't need more AI.

They need integration.

AI that actually runs.

These are not projects.
These are systems that replaced how work gets done.

40% faster feature access

Conversational AI

AI Navigation System

AI-powered assistant integrated into production workflows, enabling natural language access to system features. Built for scalability, modularity, and system-wide reuse.

AI Navigation System
60% less manual data entry

Document Intelligence

AI Accounting Pipeline

Structured pipeline transforming invoices into pre-filled accounting entries. OCR, rule-based validation, and confidence scoring — integrated into existing workflows.

AI Accounting Pipeline
50% fewer repetitive requests

HR Automation

AI Payroll Intelligence

AI-powered payroll assistant explaining salary variations autonomously. Shifting from repetitive HR support to scalable, self-service access to payroll insights.

AI Payroll Intelligence

Observed in production

Used in production to reduce operational friction across multiple workflows.

Teams rely on these systems to handle repetitive tasks and improve execution speed.

Systems are actively integrated into day-to-day operations, not just built as prototypes.

01

AI fails at the integration layer.

02

Outcomes over outputs.

03

The goal is to leave.

This is not for you if:

You need someone to build an AI app · You want a vendor who takes tickets · You're looking for the cheapest option

This is not a contact form.
It's a filter.

If you're exploring, this is not the right place.

If you're serious, you'll know what to write.

Ready to make AI operational?

If you're serious, let's talk.

Prefer email?

I work with a limited number of organizations at a time.