Trillions of dollars are flowing into LLM technology and services — that's not an exaggeration — and yet LLMs can’t grapple with enterprise software. When we invite them to code, to update schemas, to modify configurations, they break things. Constantly.
But this isn't an LLM problem. It's a software problem.
Today's software was designed for the pre-networked era. Every application is its own siloed world. Even if your LLM could take it all in, it would just see a bunch of islands connected with duct tape and crossed fingers. It’s left generating code that violates security policies, breaks architectural constraints, and creates unpredictable cascading failures.
The more an organisation relies on LLMs for software development and operations, the more glaring this weakness becomes.
Integrating intelligences
While others attempt to ease the symptoms, we’re resolving the root cause. We’re building the tech to help everyone develop software that understands itself. Software that is itself symbolic AI. It’s superior software in itself, and truly shines in collaboration with LLMs. We call it supersoftware.
Supersoftware and LLMs are intelligent in different yet highly complementary ways. The LLM provides intuition, intent, and context, and supersoftware provides a world model, grounding, validation, security, and architectural guarantees. LLMs generate accurate, explainable, and policy-compliant responses when guided and constrained by the supersoftware's verifiable logic.
It’s a neurosymbolic synergy.
Our approach mirrors how biologists understand life — you might say nature has been giving us some big hints. The core principle in question inspired fundamental ideas in early computing (like Lisp), but the idea was never carried to its logical conclusion. We extend that principle to every domain of a system, and our core technology is already enterprise-proven in adjacent contexts.
The big question
Every company racing toward AI-first operations is building on a 1970s software paradigm. They're trying to make AI work despite their architecture, not because of it.
Competitive advantage comes with speed, resilience, and adaptability, while security is mission critical. Supersoftware transforms all four in collaboration with LLMs. It catalyses value everyone hoped those trillions of dollars would deliver.
Is your organisation approaching the AI-age intelligently? Or are you just hoping your AI will figure it all out for you? Because hope isn't a strategy and LLMs will only ever get you so far.
Our white paper
We've just published our white paper. Let me know what you think and if you'd like to collaborate in some shape or form.
Image created by Nano Banana Pro in response to the prompt: The image is vibrant and dynamic. It may have a more natural feeling than science fiction. It's abstract art inspired by the phrase "supersoftware — software that is itself symbolic AI".
