Regulatory-Aware Analytics
BioT embeds PHI, consent, and anonymization logic directly into your data infrastructure—so you can unlock analytics without compliance blockers.
Roles multiply with every new user attribute - Impossible to manage 10 dept × 20 specialties × 10 researches × 10 insurers = 20,000 rules
Access adapts to context.
If Doctor's departments = Patient's department --> Allow PHI
Every access change forces a dashboard update. It doesn’t scale
SQL access with built-in privacy enforcement—powered by automatic enrichment of data attributes like PHI, consent, and anonymization.
Every data model update triggers API changes and integration chaos. Proprietary API makes data clients' integrations even worse.
Rules applied at query time—transparent, secure, and no developer burden. Access is standard SQL, supported natively by any data client/app
Privacy complexity leads teams to default to raw data access—compliance depends on training and trust alone—extreme liability exposure
Keeps sensitive data in a separate store, so privacy and performance do not depend on user discipline. Reduces exposure to misuse.
Access control relies on custom logic, APIs, and engineering effort for every new rule or data update.
Access is enforced at the query layer via natural-language policies—no dev work, no custom code, just scalable, self-maintaining control.
Use attribute-based access control on PHI fields, so your privacy rules apply without a separate review step. Then use the integrated analytics studio to build analyses, dashboards and presentations, and share them with authorized users. Data clients get standard SQL access, and your privacy rules apply at query time.
Auto-enrich attributes with PHI, consent rules, and transformations.
Natural language consent rules capturing scenarios, not roles.
Standard SQL access enforcing privacy transparently at DB level.
Use lowcode and the BioT Developer Studio to generate insights, create dashboards for your internal and external users and design conditional views that adjust per user
NoCode visualization tools for dashboards creation
Create on demand as well as scheduled reports
Conditional views allowing you to create a tailored portal
Use integrated set of time series analytical functions
Use a full range of analytics to accelerate your pre-submission, avoid post-market recalls, and minimize liabilities:
Analyze business impacts of field-found vulnerabilities.
Examine software and production changes on quality.
Track algorithm drifts and device performance trends.
Set proactive QMS and EDC alerts to prevent events.
BioT puts security and privacy controls in the data layer, so your analytics, data science, collaboration and data monetization all run on the same rules. You set the rules. The platform applies them at query time.
Introduced analytics ahead of schedule
Met compliance requirements
Used persona-based dashboards
Uncovered new business opportunities
Kept cloud simple – no new platforms
Maintained a lean team – no new FTEs
2026 All rights reserved
Last updated on:
August 5th, 2026 VER .17
