Still here. That should tell you something.
Iconsoft started in 1998—back when “IT” meant keeping things from catching fire and building what you couldn’t afford to buy. Beige boxes, loose cables, and one machine nobody touched but everything depended on.
We’ve worked through every cycle since—dot-com, cloud, and now AI—and the work hasn’t changed as much as people think.
Systems still break in the same places. Users still just want it to work. And most of the value is still in making things less wrong.
Specialized modules coordinated through an attention-based Executive Gater — reducing inter-module communication from O(N²) to O(K²+N) with proven Lipschitz stability across the full system.
Since 1998, Iconsoft has lived through the white-box era, the dot-com run-up, the bust, SaaS, cloud, and now AI. Available as fractional CTO for organizations that need sober technical judgment, not theater.
The OGI framework is developed through active collaboration across AI architecture, applied mathematics, and dynamical systems.
Does your prompt mean what you think it means? Predicate-conditioned affordance geometry detects when intervening language captures the relational field before the object arrives.
From the paper Words Are Not Containers — Singleton, M. · Corten Research · 2026
If you need real research, sober technical judgment, or somebody who has seen three hype cycles already—reach out directly. No funnels. No intake theater. Just the work.