Structured learning
Evidence-linked lessons and skills practice matched to the patient's condition and care plan instead of a generic content library.
Product deep dive
Digital Wellness Academy
A PHI-aware behavioral-health education platform on SoloFrame. It extends care between appointments with evidence-linked lessons, assessments, thought records, provider workflows, and AI coaching that stays under clinician control.
What the product does
Care continues between sessions.
Patients spend most of their week outside the clinic. Digital Wellness Academy turns that time into structured practice a provider can actually see.
Assessments and thought records
Validated instruments, journals, and guided reflection capture how the patient is doing between visits.
Provider workflows
Assignments, review views, and alerts let clinicians supervise progress without adding charting burden.
Safety-monitored coaching
An AI coach supports skills practice under classification-before-inference controls described below.
Engagement reporting
Completion, activity, and outcome signals give practices evidence their program is working.
PHI-aware configuration
The vertical declares compliance posture in its manifest: PHI-aware handling, MAIA safety classification, and retention choices as configuration.
Safety design
The classifier sees the message before the coach does.
- MAIA distress classification runs before any coaching model call.
- Distress signals route to conservative behavior, never to improvised advice.
- Model changes face a promotion gate: one fine-tune that passed standard accuracy but failed adversarial recall testing was rejected.
- Safety behavior is declared per vertical in configuration, not buried in prompts.
Measured efficiency
4.4x lower session cost
Task routing, bounded retrieval, deterministic services, and caching cut measured coaching-session cost 4.4x versus a naive single-model design, while adding safety steps rather than skipping them. See the cost architecture.
Direct answers
Frequently asked questions
Is Digital Wellness Academy therapy?
No. Digital Wellness Academy is an education and between-session support platform. It does not replace clinical judgment, diagnosis, treatment, or emergency services, and clinicians remain the owners of care decisions.
How does the AI coaching stay safe?
Every coaching message passes MAIA distress classification before a model sees it. Distress signals route to conservative product behavior, signal records keep hashes instead of raw text, and model changes must pass a validation baseline before promotion.
Who is the buyer?
Psychiatric practices, behavioral-health organizations, and care teams that want structured education and skills practice for patients between appointments while keeping clinical control.
The full portfolio
Six more products run on the same engine.
The shared SoloFrame engine carries every SVTech product. Each vertical keeps its own brand, buyer, compliance posture, and workflow.
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Bring one expensive workflow, the buyer who owns it, and the measure that proves improvement.
SVTech will assess whether SoloFrame fits the product, compliance, data, and operating requirements before proposing a build.