Understand what is there.
Listen to the people using the system. Trace its dependencies and record the behaviour that matters before deciding what to change.
About Toltec
Thirty years. The whole system in view.
Based in Manchester, Toltec brings thirty years of infrastructure experience and fifteen years of software engineering to the systems organisations rely on. Production AI has been part of our work since 2023.
Experience is what you know to look for.
A reliable application still needs a sound platform, appropriate access and a recovery plan. We look at those connections before recommending a change, and explain the important trade-offs in plain terms.
Connect the disciplines.
Bring software, infrastructure and security into the same design. When AI is useful, connect it to that design with clear limits and a way to check the result.
Make the work inspectable.
Explain the choices, test the agreed requirements and document the remaining gaps. Leave the people running the system with clear responsibilities and useful information.
Where we work
Different settings. Practical understanding.
Our experience spans these sectors. The setting shapes the questions we ask about users, information, continuity and the organisation’s capacity for change.
From first question to operation
Know what happens next.
Scope, outputs and responsibilities are agreed before work begins. Each stage leaves something concrete to review.
Understand.
Investigate the objective, users, data and constraints.
Output / a shared problem definitionArchitect.
Set out the design, interfaces, controls and trade-offs.
Output / an agreed engineering planEngineer.
Build and test the work, including the important failure cases.
Output / tested, documented workOperate.
Prepare monitoring, recovery and the route into support.
Output / clear operating responsibilitiesWays to work together
Start with the useful work.
A review helps you decide what to do next. A defined build or improvement tackles a known problem. Ongoing engineering supports systems already in use, with coverage and ownership agreed.