Regulatory-Aware Analytics

Analyze Freely. Stay Compliant.

BioT embeds PHI, consent, and anonymization logic directly into your data infrastructure—so you can unlock analytics without compliance blockers.

Medical data is powerful—when compliance unlocks it, not blocks it

Here’s Why Current Approaches Fall Short

The BioT Way - When Compliance Is Built In

Role-Based Access Control

Roles multiply with every new user attribute - Impossible to manage 10 dept × 20 specialties × 10 researches × 10 insurers = 20,000 rules

Access by Real-World Context

Access adapts to context.
If Doctor's departments = Patient's department --> Allow  PHI

Privacy Logic in Dashboards

Every access change forces a dashboard update. It doesn’t scale

Natural Rules Enforcement at DB Level

SQL access with built-in privacy enforcement—powered by automatic enrichment of data attributes like PHI, consent, and anonymization.

APIs or DB Logic

Every data model update triggers API changes and integration chaos. Proprietary API makes data clients' integrations even worse.

Enforced at the Source

Rules applied at query time—transparent, secure, and no developer burden. Access is standard SQL, supported natively by any data client/app

Expose All Data

Privacy complexity leads teams to default to raw data access—compliance depends on training and trust alone—extreme liability exposure

Separate from Operational DB

Keeps sensitive data isolated, ensuring privacy & performance without relying on user discipline—Eliminate miss-use liability concerns

Requires Developers to Manage Access

Access control relies on custom logic, APIs, and engineering effort for every new rule or data update.

No Special Skills Needed

Access is enforced at the query layer via natural-language policies—no dev work, no custom code, just scalable, self-maintaining control.

Now, anything is possible

01

Run Limitless Analytics

Micro-manage PHI fields with attribute-based access controls, eliminating privacy concerns once and for all. Then use the integrated analytics studio to create any analysis, dashboard, or presentation and share with authorized users. Automatically manage PHI fields. Allow simple SQL based data access to any data client while seamlessly enforcing privacy regulations.

  • 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.

02

Easily Create Insights and Data Presentations

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

03

Automate Quality Control

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.

How It All Just Works-Without the Rework

BioT frees your data, while keeping everything you do with it safe and regulated. With security and regulation built right into the infrastructure, you’re free to do analytics, data science, collaboration and monetization without limits.

See How 
ATDev Turned Data Into an Advantage

  • 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

Watch Now

Build it Right

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