GIA™ clinical safety framework governs every patient interaction through 14 domains including human-in-the-loop review, impossible response detection, real-time safety escalation, HIPAA-native data handling, demographic bias auditing, and tamper-proof audit trails. 510(k) registered. Zero silent failures.
Safety Is Not a Feature. It Is the Foundation.
GIA™ was built for the most vulnerable patients in care. Every interaction is governed by a clinical safety framework that protects patients, protects clinicians, and protects your facility before a result ever reaches the EHR.
The Human Always Decides
GIA™ conducts the screening. A clinician reviews every result. Nothing enters the permanent record without human authorization.
This is not a policy. It is how the platform was architected. GIA™ cannot submit to the EHR. Only your clinician can.
What GIA™ Catches
Every day, cognitively impaired patients answer questions that no one flags. A wrong birth year. A name that does not match the record. A date from the wrong decade. In a traditional assessment these answers pass unnoticed.
GIA™ does not let them pass.
Every response is validated in real time against clinically plausible ranges. When something does not add up, GIA™ probes gently, in plain language, without alarming the patient, and logs the discrepancy as a clinical flag for the reviewing clinician.
The patient feels heard. The clinician sees everything.
Impossible Response Detection
If a patient states an impossible date of birth, GIA™ does not correct them. She confirms the answer in warm conversational language, notes the clinical flag internally, and surfaces it to the clinician at review. The patient is never embarrassed. The concern is never missed.
Disorientation Does Not Go Undetected
Disorientation to time, person, place, or situation is one of the most clinically significant findings in post-acute and long-term care, and one of the most frequently missed.
GIA™ probes for all four domains in every session. Wrong decade. Wrong country. Unknown identity. Beliefs that are clinically impossible. Each is flagged, timestamped, and delivered to the reviewing clinician before submission.
Safety Escalation Is Immediate
When a patient discloses suicidal ideation, expresses intent to harm, reports an ongoing medical emergency, or discloses abuse, GIA™ does not complete the screening.
She pauses. She stays with the patient in warm, steady language. And she fires a real-time alert to on-duty clinical staff. Not to a queue. Not to a report. An interrupt that requires acknowledgment.
Every second matters. GIA™ acts in every second.
Immediate session pause + real-time clinical interruption
Immediate session pause + real-time clinical interruption
Immediate session pause + real-time clinical interruption
Immediate session pause + real-time clinical interruption
Session Safety You Cannot Get From Paper
Silence Detection
If a patient goes quiet for more than two minutes, GIA™ checks in. If there is no response, clinical staff are alerted that the patient may need immediate assistance.
Visual Distress Detection
GIA™ reads more than words. Signs of acute distress visible on screen, such as crying, hyperventilating, or extreme agitation, trigger the same escalation protocol as a verbal safety statement.
Network Interruption Handling
If a connection drops mid-session, the partial data is preserved and flagged as incomplete. A partial screening that looks complete in the EHR is a patient safety risk. GIA™ does not let that happen.
Repeat Attempt Limits
If a patient cannot process a question after three attempts, GIA™ notes the comprehension difficulty clinically and moves on. The inability to process questions is itself a clinically significant finding.
Language Confirmation
GIA™ confirms the patient’s preferred language before every session begins. A cognitive screening conducted in the wrong language produces clinically invalid results. That outcome is not acceptable.
Built for HIPAA. Not Retrofitted.
Consent is recorded before every session begins. Server logs contain no Protected Health Information. Patients and their legal representatives can request deletion of their session data at any time.
Every technology partner who handles PHI in connection with GIA™ has a signed Business Associate Agreement. Without exception.
Data minimization is not a setting. It is the default.
A Complete Audit Trail
Every GIA™ interaction generates a tamper-proof record: every utterance, every response, every flag, every model version, every clinician action, every submission timestamp.
If a result is ever questioned in a malpractice case, a CMS survey, or an adverse event review, the answer is in the record.
Screening Models That Are Audited for Bias
GIA™ screens 12.3 million post-acute and long-term care patients across every demographic. Accuracy must hold across age, gender, race, ethnicity, and language. Not just in aggregate.
Quarterly performance audits are disaggregated by demographic. Any group showing greater than a five percent performance differential triggers immediate investigation. External third-party validation is conducted annually.
A screening model that works for most patients is not sufficient. It must work for every patient.
When Something Goes Wrong, We Learn From It
GIA™ is a 510(k) registered clinical device. Adverse event reporting is a regulatory obligation.
- Any screening that misses a condition subsequently identified by clinical examination
- Any safety escalation not responded to in time
- Any patient harm occurring during or following a GIA™ session
Each is documented, investigated, and used to improve the platform. The same failure does not occur twice.
Governance That Can Be Inspected
Every guardrail behavior is verified against eight defined test cases before any production deployment. All eight must pass. Results are documented.
Model versions are tracked. Every update is logged with what changed, when, why, and how performance shifted. Patients screened on different model versions have that version recorded in their session record.
Clinical governance is not a document. It is a system that runs every time GIA™ speaks to a patient.