The problem is documented. The market hasn't answered it.

The data critical systems run on is now known to be unreliable — and the gap between knowing that and fixing it is still wide open.

The failures are measurable.

Across energy, aviation, shipping, and space, systems are acting on data no one checked. In one region in 2025, navigation-signal interference disrupted more than 120,000 flights in four months. At peak, roughly a thousand ships a day were reporting false positions in a single strait — placed on land, in airports, on courses they never sailed. A 2026 satellite-terminal attack degraded service by 30–80%, not by destroying anything, but by inducing a ground unit to trust a counterfeit signal.

The data is wrong even when nothing is attacking it.

A 2026 study of battery-health reporting found the metric insurers, regulators, and buyers depend on can read 100% on a battery that has already lost a quarter of its capacity — and varies within the same model in ways no one outside the manufacturer can check.

The grader and the graded are the same party.

Across most critical systems, the entity that reports a system's health is the same entity accountable when that health is disputed. There is no independent layer between the claim and the people who rely on it.

And nothing on the market sits at the boundary.

Monitoring tools watch data after it's inside. Dashboards display it. Consultants audit it after the fact. None verify it at the point it enters the decision — the one place a wrong number can still be stopped before it acts. That layer doesn't exist yet.

That is the layer Traceful builds.