We take AI-built applications from working prototype to production system, for manufacturers who need it to scale and cannot justify a six-figure rebuild.

Tharindu Senanayake founded TS Design Solutions after watching the same thing happen repeatedly: a capable team builds something genuinely useful with AI tooling, it gets adopted, and then it hits a wall nobody warned them about.
A business analyst by trade with engineering roots, he spent years sitting between the people who understand the operation and the people who write the code — which is exactly where these projects fail. The prototype is rarely the problem. The gap between "it works" and "it will keep working at ten times the load" is.
"So we do the scoping first and quote a fixed fee against a date we commit to. If we miss it, you get your money back. That only works if we are honest about what your application actually needs — which is the conversation most people never get."
Three commitments that shape every engagement, and that we will hold to in writing.
We size your application before quoting anything. That is what lets us put a fixed fee and a production date in the contract instead of an estimate and a hope.
The prototype your team built already proves the idea and defines the requirements. We move it onto architecture that scales rather than starting again from zero.
The repository, the infrastructure accounts, the IP. No proprietary framework, no ongoing licence, nothing that makes leaving us expensive.
We'll size your application and give you a production date we put in the contract. Thirty minutes.
Book a scoping call