Shared cloud
ContextFormers-operated infrastructure with strict tenant isolation. The fastest path to a working pilot on your own data.
TRUST
Deployment, isolation, and redaction — scoped per engagement.
ContextFormers runs on shared cloud, dedicated single-tenant, or your own infrastructure — including air-gapped deployment — with tenant isolation and automated PII redaction across every model.
WHERE IT RUNS
Four deployment models. No default.
Which one fits depends on your data sensitivity and regulatory obligations. We scope it with you rather than assuming one.
Dedicated cloud
A single-tenant instance provisioned for your organization alone, for teams that need isolation guarantees beyond logical separation.
On-premises
Deployed inside your own infrastructure, for organizations whose data cannot leave their environment for regulatory or contractual reasons.
Air-gapped
Models bundled and deployed on-premises with no external network dependency — for regulated and classified environments where nothing may reach an outside network.
WHAT HOLDS ACROSS ALL FOUR
Tenant data isolation
Your data is isolated from every other customer's on every deployment model. No commingling, no cross-tenant access, no shared indexes.
Deployment scoped to your requirements
Shared cloud, a dedicated single-tenant instance, or deployment inside your own infrastructure. Which one fits depends on your data sensitivity and regulatory obligations — we scope it with you rather than assuming a default.
Automated PII redaction
Faces, screens, documents, and sensitive areas are detected and obfuscated at capture — a compliance gatekeeper, not just a feature.
Operator control
Your identity index, your landmarks, your configuration. Data handling, retention, and model-use terms are set per engagement and written into the agreement.
PRIVACY IS A GATE, NOT A FEATURE
Redaction is a legal requirement before a scan can be delivered.
In hospitals and other occupied buildings, scans capture identifiable people, screens, documents, and protected health information. That data must be redacted before it can be stored, shared, or used in any system.
ContextFormers products detect and obfuscate PII automatically—faces, text, screens, and sensitive areas—immediately after capture, ensuring compliance before data enters any downstream platform.
Redaction runs across all three applications rather than beside them. The six redaction capabilities
GET IN TOUCH
See it on your own data.
Send us an archive sample, a set of drawings, or a facility scan. We'll run it and return the extracted results.
hello@contextformers.com