About OpSmith

The technology matters. Understanding the work matters more.

OpSmith was created around a simple idea: most businesses do not need more AI noise. They need someone who can understand how work actually moves, identify what is worth changing and build a system people can trust.

Led by Terry Williams

Operational experience with a builder’s mindset.

Terry is the former Head of SEO at First Rank and AI Process Innovator.

The work was not one isolated AI task. It developed across months of process research, system design, implementation, testing and refinement—experience that became the operating foundation for OpSmith.

Process before platformStart with the business outcome, the current workflow and the exceptions people already know before choosing technology.
Measurable before impressiveA working system should reduce time, errors, waiting or dependence on memory in a way the team can see.
Human where it mattersAutomation can prepare, classify, route and draft while people retain consequential judgment and customer responsibility.
Built to be understoodDocumentation, ownership, monitoring and failure paths are part of the implementation—not an afterthought.
From search leadership to operating systems

Understand how people find the business—and how the business fulfills the promise.

Leading SEO work required more than rankings. It meant understanding customer intent, the systems behind delivery and the internal processes that determine whether growth becomes useful business.

01 / RESEARCH

Follow the real customer and operating journey

Look beyond a task list to understand the information, people, tools and handoffs that shape the final outcome.

02 / DEVELOP

Build and test across the complete process

Connect customer-facing experiences with quoting, records, follow-up and the human decisions that keep the result trustworthy.

03 / IMPROVE

Refine the system through real use

Months of development reveal exceptions and business rules that a one-off automation task or generic template will miss.

The experience behind OpSmith

A months-long customer journey became one connected operating system.

Terry developed a custom house-wrap visualizer, instant quote flow and automated follow-up sequence for a building-material supplier—removing hours of repeated sales preparation while keeping the final human conversation in place.

Read the full case study
Founder-leddirect involvement from process review through launch
Business + technicaloperating judgment and system building together
Winnipeg-basedlocal observation with Canada-wide remote delivery

You do not need a perfect automation plan.

Bring us the process your team keeps working around. We will help you find the most useful place to start.

Free 20-minute consultation