Data Privacy Filter
A data privacy filter detects supported personal identifiers in prompts and documents and removes them before model processing. The scope defines whether filtered text stays local or may use an external model. Detection can miss information, so filtering works alongside routing limits, access controls, and tests; it is not a guarantee that regulated data is safe to transmit.
Start with a free written recommendation on one workflow, reviewed by Christopher Myers and emailed within 24 hours. No call or purchase required. Prefer a live discussion? The free assessment is a 30-minute conversation.
Where this one earns its keep.
These industries commonly have this workflow. Fit depends on your volume, tools, exceptions, and the cost of the manual work; these links are examples of suitability, not a list of customer deployments.
What one pasted document can cost.
Start with your actual workload and costs. Treat the calculation as a way to test the opportunity, not a promise of revenue or savings.
What to count. documents a month that currently cannot go near a model × the minutes each one costs to handle by hand. Use gross profit rather than total revenue when valuing recovered business. Subtract software, maintenance, and human review costs, and avoid counting the same saved time twice.
The ROI calculator models the same shape across a whole team, and its assumptions are published in full underneath it. The number that actually matters comes out of an AI Readiness Audit, which measures your workflows instead of averaging them.
Discover, build, evolve.
Define the operating boundary before choosing a model or a tool. Your written scope connects the workflow to the systems, decisions, and people it depends on.
Discover. Start with a free workflow plan for an initial written recommendation based on what you share. Use an AI Readiness Audit when the workflow, tools, and exceptions need deeper investigation, or discuss direct sprint scoping if the work is already defined.
Build. Agree the scope and fixed quote before work begins. Define routine actions that may run automatically, decisions requiring human approval, and the tests the workflow must pass.
Evolve. Once it is live it needs watching: what it handles, what it escalates, what changed in your business since. That is Managed Services, and it is optional.
Delivered through AI Implementation Sprint.
The range below is for the delivering service, not a per-feature price. Your quote identifies the capabilities, integrations, and operating requirements included in the engagement.
An AI Readiness Audit runs $3,500–$8,500 and tells you whether this build is the right first move. This capability is delivered through AI Implementation Sprint; several related capabilities may share one scoped engagement. $18,000–$60,000, quoted fixed in writing before work begins.
Data Privacy Filter, asked plainly.
01What counts as personal information here?
Names, contact details, account and file numbers, and whatever else your sector treats as identifying — which is a scoping conversation, because a lender, a clinic, and a contractor do not have the same list.
02Does the filter slow things down?
Filtering adds a processing step. Its latency depends on document size, recognizers, and hardware, so it should be measured on the files your team actually uses.
03Can we prove it worked?
Logs show the processing route and recorded actions. Seeded tests measure detection against known identifiers. Neither proves that every identifier was detected in every production document; review both alongside deployment restrictions.
04What does it cost?
It is delivered through an AI Implementation Sprint, quoted fixed in writing before work begins. It is normally scoped alongside the private server rather than on its own.
One workflow. A written first step.
Describe the task and the tools involved. Christopher Myers reviews your free workflow plan, emailed within 24 hours, with an initial recommendation on where to start and what needs scoping. No call or purchase required. The plan is not a paid audit or a fixed implementation quote.
Prefer to talk it through? Book a free 30-minute assessment for a live discussion of fit and next steps.