Your data could power AI. Privacy is what makes it move.
You hold clinical, claims, consumer, or operational data that AI builders need. Independent privacy assessment is what makes that data usable and sellable without transferring risk to your organization. Integral is the independent privacy layer that gets it there.
Pharma & Life Sciences
Turn real-world clinical and claims data into AI-ready assets that stay defensible under examination.
Data Brokers & Marketplaces
Make more of your catalog licensable for AI use cases with per-dataset assessment and documentation.
Analytics & Marketing
Keep insights flowing with a privacy posture you can show to partners and regulators.
What Integral delivers for data collaborators
More of your data usable and sellable
Privacy engineering expands the portion of your catalog that can move into AI pipelines. Datasets that were too sensitive to license become revenue-generating assets.
Documentation buyers and regulators trust
Integral delivers the full cycle — assessment, remediation, and utility verification — with an evidence package designed for buyer procurement and regulatory review.
You keep control of the asset
Integral is a privacy layer, not a marketplace. You retain full ownership of your data. We assess, engineer, and document. You decide who gets access.
How it works
Review and align on standards
Integral works with your team to understand the data, the intended AI use cases, and the regulatory context.
Assess and determine
Qualified statistical experts evaluate re-identification risk and produce a signed, scoped opinion on the dataset.
Privacy engineering and remediation
Signal-preserving remediation is applied and documented. Utility metrics confirm the data retains its analytical value.
Deliver, then continuously re-assess
Data ships with audit-ready documentation. As downstream uses, recipients, or datasets evolve, re-assessment keeps the posture current.
Trusted by teams building on sensitive data
“Before Integral, compliance projects were a limiting factor. It would take months to get one done, and we still couldn't explain why certain decisions were made. Integral's approach is notably more creative and scalable than any other solution. Their operations process is very clean, which builds confidence with our clients. And by automating most of the process, Integral has cut our timelines in half. That speed has made a huge difference for us.”
“We wanted a solution that would allow us to massage the data sets we were already using and augment them over time - without requiring a from-scratch re-analysis of the overarching data set. Today, all our data sources go through Integral before they ever hit an environment we access. Without Integral's flexibility, we couldn't stay defensible as data shifts.”
“Integral goes beyond the initial report. They peel back the layers and keep asking the right questions until they truly understand how your data works. That level of attention is what you need when pharma clients are asking hard questions and expect real answers.”
Frequently asked questions
Do we keep control of our data?
Yes. Integral is a privacy layer, not a marketplace or broker. You retain full ownership and decide who gets access. Integral assesses, engineers, and documents the data on your behalf.
How is our data protected and governed?
Integral can deploy in your environment (cloud, VPC, on-prem, or air-gapped). Data does not have to leave your infrastructure. All remediation is documented with full methodology provenance.
How much preparation is required on our side?
Integral handles the privacy engineering. Your team provides access to the data and context about its structure, contents, and intended uses. The platform does the heavy lifting.
What makes data AI-ready?
AI-ready data has been assessed for re-identification risk, engineered to preserve analytical signal, and documented with the evidence packages that buyer procurement and regulatory teams require.
