About OpSmith

About Terry Williams and OpSmith: practical automation built around real work.

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.

Before founding OpSmith, Terry served as Head of SEO at First Rank, where he focused on search strategy, customer intent and digital growth.

Separately, Terry spent months independently researching processes and designing, implementing, testing and refining AI-assisted workflow systems. That independent work 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.
Two distinct lines of experience

Search expertise and independently developed operating systems.

Terry’s work at First Rank focused on search strategy and customer intent. His process automation and system-development work was pursued independently and now informs OpSmith.

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.

Independent work behind OpSmith

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

As an independent side project outside his First Rank role, 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.

Custom visualizer and quote automation 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

See the operating evidence behind the work in OpSmith’s AI automation case studies.

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.

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