Increasing data manipulation risks
Deepfakes, data poisoning, and supply-chain attacks are scaling: digital outputs can’t be trusted by default.

When systems and their outputs must be trusted, evidence and protection matter. At FACTiven, we develop technologies to make data systems defensible.
Digital outputs - data, reports, images, AI results, operational indicators - are no longer trusted by default, they are increasingly questioned and challenged.
Organizations must be able to demonstrate where they came from and how they were produced, not just present the result.
Visibility is not proof: internal logs and declarative lineage remain contestable.
Today, more than ever, regulated and mission-critical ecosystems require defensible evidence.
Deepfakes, data poisoning, and supply-chain attacks are scaling: digital outputs can’t be trusted by default.
As data chains span multiple organizations, clouds, and jurisdictions, trust can’t rely on any single party’s logs or controls. Verification must travel with the output.
Regulators, courts, and executives increasingly hold organizations accountable for digital outcomes, raising the cost of being unable to demonstrate how an output was produced
When data and processes drive real operations, integrity failures can trigger operational disruption, financial and mission impact.
Track states, access, and transformations across the full lifecycle, with integrity, trusted time & non-repudiation.
Share proof packages across partners without exposing sensitive data.
Accelerate partner reviews, audits, and investigations by providing standardized, exportable evidence.
Make data, transformations, and usage auditable, verifiable, and defensible - beyond internal logs.


Wherever digital outputs matter, we make critical data chains defensible.