About
John Sambrook
Practical, focused, effective expertise. Helping organizations rapidly identify and resolve the constraints that stall progress, drain staff, and erode margins.
Common Sense Systems was founded in 1996 by John Sambrook, a systems engineer who spent decades building safety-critical embedded software for medical devices before turning that same discipline toward the organizations and businesses that need it most. Based in Kirkland, Washington, the practice helps organizations across healthcare, manufacturing, and technology identify their real constraints and make measurable progress, whether the problem is operational, structural, or strategic.
John’s engineering career includes significant work at SonoSite, where he developed software for portable ultrasound systems, and at Verasonics, working on research ultrasound platforms. Earlier roles involved defibrillators and other Class C medical devices, with deep expertise in real-time operating systems, device drivers, and QA/regulatory affairs. This background gives him an unusual ability to see operations as systems, with inputs, outputs, constraints, and feedback loops, rather than as collections of departments and personalities.
In the 1990s, John studied Theory of Constraints extensively under Eli Goldratt, attending his conferences, participating in TOC for Education, and earning his Jonah certification at Washington State University. That training shaped his core method: find the constraint, understand the conflict that sustains it, and design a solution that resolves the conflict without compromise. It is a rigorous, logical approach that cuts through the political fog that often surrounds operational problems in any organization. John is drawn to the problems that everyone else has written off as unsolvable or accepted as just the way things are. He doesn’t accept that the status quo is the best we can do.
Today, John works with executives, leadership teams, and boards on problems that span departmental boundaries: complex discharge bottlenecks in hospitals, sales process breakdowns, workforce allocation conflicts, regulatory compliance challenges, and the structural policy contradictions that keep these problems stuck. His approach combines AI-assisted analysis of operational data and policy documents with the kind of structured reasoning that surfaces root causes rather than symptoms.
John is known for showing up well in meetings, asking the questions that reframe stalled conversations, and recognizing good work when he sees it, praising people for what they actually accomplished rather than offering empty flattery. He believes consultants should build their clients’ capability, not their own dependency.
Common Sense Systems primarily serves organizations in Washington State, with additional work across the Pacific Northwest. Engagements range from focused constraint analyses and process automation projects to ongoing advisory relationships. Most run two to six weeks with fixed fees and explicit deliverables.
In their own words
I brought John Sambrook onto a risky and highly political project that had far-reaching consequences within our company. As the second software engineer on the team, me being the first, John found solutions to difficult problems, problems I could not have solved without him, thwarting doom over and over again. He produced documentation and code at a professional level I have rarely seen elsewhere in my thirty years of software engineering. The project was so successful, the team was spun off as its own company, which now employs 700 people.
Common Sense Systems delivered exactly what my business needed — clarity, efficiency and some real traction. Their AI-powered tools did so much more than just 'optimize' my workflow — they turned the whole way I operate on its head and gave me a completely new rhythm to day-to-day ops. Lead management got a whole lot tighter, a load of time-wasting tasks vanished overnight and for the first time decision making was actually backed up by data rather than just guesswork. What really stood out was how down-to-earth their approach was — none of that fluff, or over-selling — just a sensible system that actually works and a team that can really make AI count for real business. Within a couple of weeks I saved hours on admin and got a constant flow of genuine quality leads coming through the door. If you're serious about taking your business to the next level, sorting out your operations or just getting some of your time back, Common Sense Systems is certainly worth a look. They actually do what they say they will, which is a lot more than most AI companies can say.
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