A standing privacy program, not a one-off engagement.
Forward Deployed is a permanent, embedded privacy operation. A named team of statisticians, privacy engineers, and program leads runs inside your pipeline with committed SLAs. Continuous data processing, continuous defensibility documentation, continuous regulatory cover — the privacy equivalent of an insurance policy that never lapses.
A program, not a project
This is not consulting. There is no final report and handoff. Forward Deployed is a standing privacy program with a named team permanently assigned to your data pipeline. The team assesses, remediates, and documents data continuously — every new dataset, every new buyer, every re-assessment — with committed SLAs at every stage.
The result: your data is always defensible. New datasets are processed as they arrive. Documentation is always current. When a buyer, regulator, or internal auditor asks "how was this data handled?" the answer is already written, signed, and attached to the dataset.
Think of it as regulatory insurance that actively works: the program maintains coverage as your pipeline evolves, buyer requirements shift, and new regulations land. You never operate without cover.
How the program operates
Map your pipeline and define SLAs
Integral maps every decision point where privacy work gates revenue — acquisition, pre-externalization, pre-delivery — and commits SLAs for each.
Embed a named team
Your assigned team of statisticians, privacy engineers, and program leads learns your data, your pipeline, and your buyers. They are not rotating through a ticket queue — they are your team.
Process data continuously
Every new dataset that enters the pipeline is assessed, remediated, and documented against your SLAs. Utility is measured and confirmed at every stage. No batch-and-wait.
Maintain defensibility as context changes
Buyers change. Regulations change. The team re-assesses and updates documentation so your posture is never stale. Coverage is continuous, not point-in-time.
What you get
Continuous defensibility
Every dataset in your pipeline has current, signed documentation. When the question comes — from a buyer, a regulator, or an auditor — the evidence is already attached.
Continuous data processing
New data enters the pipeline and gets processed immediately against your SLAs. No queue, no waiting for a new SOW. The team is already there.
Continuous regulatory cover
When regulations change or a new buyer has requirements, your team re-assesses and updates. You never operate outside your documented posture.
Trusted by teams building on sensitive data
“It felt like a true collaboration. Integral was responsive, detail-oriented, and genuinely invested in getting it right. That kind of partnership is rare, and it is exactly what we needed to move with confidence.”
“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.”
Frequently asked questions
How is this different from hiring privacy consultants?
Consultants produce a report and leave. Forward Deployed is a standing program with a named team, committed SLAs, and continuous coverage across your pipeline. The team handles the full cycle from assessment through remediation and documentation.
What kind of experts are on the team?
Each Forward Deployed team includes qualified statisticians who assess re-identification risk, privacy engineers who design and calibrate remediation, and program leads who manage timelines and buyer delivery.
How long is a typical engagement?
Forward Deployed is a program, not a project — most organizations run it as a continuous capability. The team ramps up within weeks and maintains coverage as your pipeline and buyer base evolve.
Where does the work run?
Forward Deployed is about the team and the program, not a specific deployment topology. The platform can run managed cloud, in your VPC, or on-prem — see Deployment Options for details.
