Available for work

AI products for the way real work actually happens.

Don Sohn  ·  AI Product Developer  ·  Toronto

Selected Projects
Corporate Intelligence Assistant
AI Interface

Corporate Intelligence Assistant

Built for enterprise teams handling high-volume incoming requests — qualifies, triages, and structures next steps without human intervention.

Enterprise AI Interface Automation
Mortgage Broker Intelligence Hub
FinTech

Mortgage Broker Intelligence Hub

Takes a borrower profile to a submission-ready lender package in minutes, not days — built for independent brokers managing complex client cases.

FinTech AI Decision Support
Lighting Layout Tool
Optimisation

Lighting Layout Tool

Calculates optimal fixture placement and count from room parameters alone — replacing hours of manual estimation for contractors and small operators.

Optimisation AI Operations
Order to Invoice Automation
Automation

Order → Invoice Automation

Transforms incoming PDFs and emails into structured, line-item invoices instantly — 94% faster with zero manual errors, at any scale.

Automation Finance Ops AI

How I work

A simple, repeatable loop from ambiguity to ship.

01

Discover

Listen, research, frame the problem.

→
02

Define

Sharpen goals, scope, constraints.

→
03

Design

Sketch, iterate, validate ideas.

→
04

Build

Prototype, refine, ship with care.

→
05

Reflect

Measure, learn, improve the loop.

About

Based in Toronto, I come from a consulting background working across financial services, government, technology, and regulated industries — helping organizations of every size untangle complexity and build solutions that actually fit.

Whether it's a large institution navigating transformation or a small business taking its first real step with AI — I'm focused on the same thing: building tools shaped around how people actually work.

Let's work together.

Whether you're running a growing business or navigating enterprise-scale complexity — if the process feels harder than it should, I'm happy to take a look.