Nick George — AI Agents & Automation
Work

AI automation case studies — real systems, real numbers.

Not a portfolio of screenshots. Three engagements where the work moved a number the business already tracked — from a bank's trading floor to a nine-brand back office to an AI agent 50+ people now run their day on. What broke, what I built, and what it changed.

Cotton Holdings  ·  Multi-brand services

Nine brands, one automation layer, 18 hours a week handed back

A multi-brand operator was re-keying the same data across nine properties and hand-building finance reports. Fourteen internal apps and a Salesforce integration layer took the manual work off the table.

Website conversion rate
2.6% → 3.8%
Analyst time recovered: 3 analysts × 6 hrs
18 hrs/wk
On one Salesforce ↔ web layer
9 brands

Read the case study →

Bank of America  ·  Financial services

Making a bank's trade data trustworthy enough to act on

As a contract application architect, I validated a large-scale data migration and built the tooling that gave trading operations a clearer, faster view of the numbers they run on.

Trade-data visibility for ops
+30%
New-developer ramp time
Months → weeks
Cross-functional teams aligned
5+ pods

Read the case study →

Running a trade business?

The studies above are custom builds for larger operations. A roofer, plumber, or contractor usually needs something smaller and sooner: a missed call answered by text while you're on a ladder, or a website that makes the phone ring. For that I run prebuilt AI agents that go live in days, month to month after a one-time setup, and web design for trade businesses with one of those agents included. To see both working together, open one of the trade website demos in the lab and tap Call.

Open source: fieldtwin, twins of the Jobber and QuickBooks Online APIs for testing integrations and AI agents against a fake trades business.

Work together

Book a call with Nick

Pick a timeA 15-minute call with Nick. The calendar opens right here.

or send a note

Nick replies within one business day.Systems in production at Bank of America, Cotton Holdings, and a mid-market reverse logistics-tech company.

Interested inoptional, pick any

Your info goes only to Nick — no CRM, no lists.