Clinical AI
Reduce identifier exposure before documents enter model and retrieval pipelines.
Private evaluation · customer-controlled environment
Protect the document. Keep control of the data.
Medshield runs inside the customer's VPC or on-premise environment. It produces protected files, quarantine decisions, and evidence your engineering and security teams can inspect.
Evaluation-stage software. Medshield is not clinically validated and does not establish HIPAA compliance or a Safe Harbor determination. Never send PHI through this website, email, or the pilot application.
6–8 weeksfixed-scope private pilot
Two stagessynthetic, then customer-controlled validation
Two deployment modeson-premise or customer VPC
Zero hosted uploadsno Medshield PHI collection
Designed for a specific workflow
For healthcare AI and clinical-data vendors that ingest documents.
Use Medshield as a controlled preprocessing and evidence layer before clinical PDFs, scans, office files, and structured documents reach analytics, abstraction, research, or AI systems.
Data platforms
Produce protected artifacts, audit output, and explicit quarantine decisions.
Abstraction teams
Combine machine first pass with human risk review and expected-answer fixtures.
Research workflows
Evaluate document-specific behavior without sending source records to a hosted service.
Deployment boundary
Your environment remains the data boundary.
Customer environmentClinical documentsVPC or on-premise
Single-tenant processingMedshieldLocal OCR, detection, redaction, quarantine
Customer-controlled outputsProtected artifactsAudit manifest and review queue
Self-managed: your team operates the deployment using the agreed evaluation package.
Medshield-managed: Medshield operates a single-tenant deployment inside your cloud account under approved, logged access.
Out of scope: vendor-hosted PHI processing and multi-tenant uploads.
Synthetic evidence
Review what one run proves—and what it cannot.
Every public receipt uses invented data. Customer-specific performance is measured only against an agreed fixture set and expected-answer file.
Current viewer
Artifact-level review
Inspect the original, protected result, processing stages, policy lane, and detected-identifier evidence together.
Proof of current product behavior on one fixture.File-level proof
Covered is not removed
Protected PDFs are flattened and checked for extractable text and known literal bytes—not merely drawn over.
Proof of removal for known synthetic values.Known boundary
Detection is the hard part
The current shorthand probe detects 10 of 13 expected identifiers. Misses remain evaluation inputs, not hidden footnotes.
Not evidence of universal recall or compliance.Operating boundary
Human review and quarantine remain part of the design.
Known gaps: handwriting, full-face photographs, signatures, DICOM, and some high-entropy identifiers.
Packaging: handling unredacted originals is an operational control outside the detector.
Validation: production recommendations require customer-specific thresholds and documented review.
Claims: no certification, universal recall, breach prevention, or freedom from human review.
Private paid pilot
A decision process, not an open-ended proof of concept.
Pricing is shared after qualification. The pilot has a fixed scope, written acceptance criteria, and a final proceed/remediate/stop recommendation.
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Week 0
Contract and boundary
Security review, architecture, SOW, data rules, and acceptance criteria.
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Weeks 1–2
Deploy
Install inside the customer VPC or on-premise environment.
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Weeks 2–4
Synthetic evaluation
Run representative document shapes with expected answers.
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Weeks 4–7
Controlled validation
Optional customer-controlled PHI stage only after the required approvals.
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Week 8
Decision report
Metrics, failures, remediation plan, and production-readiness boundary.
Security posture
No customer documents through this website. No vendor-hosted PHI service.
- Private proprietary source repository
- Customer-controlled deployment and outputs
- Remote support access disabled by default
- No raw identifiers in standard audit output
- No uploads, analytics, or browser storage on this site
- Security and architecture brief available after qualification
For qualified US healthcare vendors
Request a private pilot conversation.
Start with business identity and a broad workflow category. Yash reviews every request and sends the detailed questionnaire, scheduling link, or both when there is a plausible fit.
- No document or file uploads
- No patient, clinical, or production information
- Founder review within one business day
Request a conversation
Request received
Yash will review it personally.
Expect a response within one business day. The next email may contain a detailed questionnaire, a scheduling link, or both. Do not send PHI or production documents by email.