ToolkitSoft icon ToolkitSoft®

AI software and advisory

Deterministic practices and frameworks for LLM-assisted software.

In the months ahead

  • Systemorama® — an AI methodology.
  • Synthorama® — knowledge graphs for AI.
  • Promptorama® — application for prompt and context engineering to drive consistent, intended LLM session behaviour.
  • Progorama™ — an AI programming language and framework.

We will post here:

So follow if what we are doing is of interest to you.

Upcoming presentation

“Deterministic AI in Data Work” at dataMinds Saturday (Mechelen, Belgium. 21/02/2026)

This is a talk about how to overcome the non-determinism inherent when working with large language models.


Contact

info@toolkitsoft.com

What we do

  • AI software — AI-assisted software engineering and data work
  • AI advisory — strategy and implementation guidance
  • Company focus — repeatable, controlled outcomes in AI-assisted work

Why this website is so minimal

We are currently in a patenting process and thus cannot make public technical disclosures.

More details will be published once that is done.