For established SMEs running real machines and plants
For mid-sized industrial companies whose inherited controls, models, or estimators no longer match the current asset, product mix, or duty cycle — and who need a senior outside view before committing to a larger programme.
Book a 30-min technical fit callRemote Diagnostic Package · Senior Advisory Retainer · Optional on-site phase
Why SMEs hire me
Senior control judgement, without hiring a senior controls lead
Most SMEs do not have a senior controls or estimation specialist on the payroll, and do not need one full-time. What they need is recurring access to that judgement during the months where it actually changes outcomes.
My engagements are sized for that reality: a tightly scoped Remote Diagnostic Package as the first step, a Senior Advisory Retainer for ongoing decisions, and on-site phases only when the asset, the data, or the team genuinely require them.
Typical SME starting situations
Inherited control or estimator no longer fits
The loops, models, or soft sensors were designed for an earlier machine, plant, or duty cycle, and the current behaviour, yield, or stability is no longer acceptable.
Vendor proposal needs a senior second opinion
An integrator, OEM, or APC supplier has proposed a scope or architecture, and the team wants an independent senior review before signing.
A specific subsystem is blocking the business
A bottleneck loop, a missing measurement, a recurring trip, or a tuning problem is constraining throughput, quality, or commissioning timelines.
Internal team is strong but needs a senior sparring partner
The internal engineers are capable but isolated; a recurring outside senior view on architecture, root cause, and sequencing accelerates decisions.
How I work with SMEs
The principles I follow on every SME engagement — calibrated for teams that need real engineering judgement, not a packaged consulting product.
Tailored + standards
Custom solutions where it matters, and standard tools where they fit best.
Flexibility & quick response
Short reaction times and pragmatic delivery to keep momentum.
Long-term commitment
Maintenance, tuning, support and knowledge transfer to sustain performance.
Hands-on
Data analysis plus workshops with operators and management to uncover real problems.
Model-based
Use simulation and optimization to save experimental time and reduce risk during development and commissioning.
Risk management
Carefully weigh risks and benefits; enable progress via controlled trials of new parameters and approaches.
Agile development
Two-week sprints with usable results each time; quick adaptation to changing requirements and experimental findings.
Deep theory, applied
Strong foundations in mathematics, physics, computer science, control systems and optimization - applied to real problems.
Practical Model Development
Models as simple as possible — geometry and basic physics for linear control design, minimal nonlinear extensions only when simulation demands it. Complexity is justified by the control problem, not assumed.
Want senior control engineering without a long contract?
A short fit-call is enough to decide whether the Remote Diagnostic Package, the retainer, or a focused on-site phase is the right first step.
Book a 30-min technical fit call →