Graphynt

Glass-Box Intelligence Platform

Memory + Reason.
Instantly.

Graphynt captures every fact, thinks out loud, and delivers the audited answer in < 150 ms.

Why the World Needs Glass-Box AI

"Black-box models can predict.
They just can't explain."

The trust crunch: regulators, boards, and insurers now demand AI that can justify itself. When algorithms make decisions that affect lives, livelihoods, and liability, "the model said so" isn't good enough anymore.

Latency paradox: real-time domains (fraud, robotics, trading, grid ops) need sub-second answers and traceability. Traditional explainable AI adds seconds of overhead when milliseconds matter. You can't debug a black box while the system is running.

Our thesis: Memory + Reasoning > Prediction. Graph memory never forgets, neuro-symbolic loops share every step. Instead of training models to guess, we build systems that remember facts and reason through them transparently.

About

Graphynt is the first glass-box intelligence platform built for enterprises that refuse to trade speed for transparency. By fusing persistent graph memory with neuro-symbolic reasoning, we turn streaming data into audited answers in under 150 milliseconds—and show you exactly how we got there.

Our platform stores facts and weights in a living knowledge graph, lets a graph-augmented LLM explore every option, then executes a finite-state reflex loop. The result: fraud stopped before it settles, robots that justify every motion, and regulators who see a clear decision trace instead of a black box.

We fund our roadmap through outcome-share licensing and a design-partner program that gives early clients vertical exclusivity and licence credits—no VC hype required. If you're building in safety-critical, regulated, or real-time domains, we'd love to show you what transparent AI can do.

⚡ Ready for AI that thinks out loud?