Built on the immune system healthcare data has always needed.
One integration. Every AI vendor. Structural data protection where breaches aren't just unlikely. They're architecturally impossible.
Patient records breached in 2024 alone
Average cost per healthcare breach
First structural data protection layer for healthcare AI
See the Cell.
We believe patient data deserves the same dignity as patients themselves. Every record is a person. Every breach is a betrayal. CitaCell exists to make that betrayal structurally impossible. By translating 3.8 billion years of biological design into the immune system healthcare data has always needed.
Every AI vendor asks health systems to trust their policies. Policies fail when people fail. And the data proves it's getting worse, fast.
Sources: HHS Office for Civil Rights; HIPAA Journal; IBM Cost of a Data Breach Report 2024
Records breached in 2024 vs 2018. A 2,015% increase in six years. Every policy-based solution failed to reverse this trend.
Of 2023 breaches were caused by hacking or IT incidents. Ransomware attacks surged 278% since 2018.
EHR / FHIR R4 integration. Deploy once.
Structural protection. Zero trust by default.
Any engine. Vendor agnostic. No lock-in.
Safe, actionable results. Ephemeral fragments only.
Stripe made PCI compliance structural. Developers never touch credit card numbers. CitaCell does the same for HIPAA. Health systems integrate once. AI vendors never touch patient data.
Developers integrate once and never touch credit card numbers. PCI compliance becomes structural. Every payment flows through one trusted layer.
Health systems integrate once and AI vendors never touch patient data. HIPAA compliance becomes structural. Every AI interaction flows through one trusted layer.
Deploy once. Route every AI vendor through CitaCell. One security review instead of thirty.
Integrate once to access every health system in the network. Instant HIPAA-compliant distribution.
Enzymes don't choose their substrates. Their structure limits them physically. Safety isn't a rule cells follow. It's a property of their architecture.
We studied the structural intelligence embedded in 3.8 billion years of biological design and recognized that the answers were always there. CitaCell translates those proven principles into healthcare data protection.
Enzymes don't choose their substrates. Their structure limits them physically. Safety isn't a rule cells follow. It's a property of their architecture.
AI agents don't access data beyond their scope. The architecture makes it physically impossible. Security isn't a policy. It's a structural property of the system.
Patent-filed architecture with 11 biological invariants. The ACO isn't a product. It's an immune system. Data breaches aren't just unlikely. They're structurally impossible.
Data enters isolated containers that self-destruct after each use. Nothing persists. There is nothing to steal.
Every data fragment is bound to its authorized context. Misrouted data is cryptographically unreadable.
The system cannot violate privacy because the data doesn't exist in a form that allows violation.
Real-time billing optimization built on structural data protection. The only RCM tool where PHI never exists.
MDM complexity gaps, CPT unit verification, modifier flagging, documentation suggestions. Catches under-coding before claims go out.
Biologic auth tracking, discrepancy detection, financial exposure calculation before drug administration.
Post-submission tracking, automatic downcoding detection, one-click appeal generation.
Templates by drug and payer, shareable across practices. Network effect as usage grows.
AI scribes are medical students. They record. CitaCell is your resident. It thinks alongside you.
Not guidelines. Not best practices. Structural laws derived from biological systems that govern every operation. If any component violates any invariant, the system terminates it. Remaining invariants available under NDA.
No wall-clock anywhere. Time is measured only through independent logical generation counters. Like telomeric DNA.
Zero self-trust. Every component's integrity is verified at every interaction via cryptographic proof. Like NK cells surveilling the body's own cells.
No single entity holds complete data, topology, or correlation. Ever. Like how a T-cell reads only the fragment presented to it, not the full genome.
The Central Dogma: DNA → RNA → Protein. No backflow. Output cannot modify input, processing entity, or upstream state.
Every component must be structurally capable of dying on schedule. A cell that refuses to die is cancer. Apoptosis is a structural law.
Once configured for a deployment, a component cannot de-differentiate. De-differentiation is oncogenesis. A neuron cannot become a stem cell again.
The resting state is inertness. Activation requires a specific signal. Without it, nothing happens. Like a lymphocyte in G₀ phase.
Explore how the Cita architecture protects healthcare data at the structural level.
Understanding why policies fail and how biology provides the answer.
How biological invariants make breaches structurally impossible.
Full ACO architecture. 11 biological invariants, complete data lifecycle, structural nonexistence.
Dr. Mohiuddin, multi-practice allergy network. Integration targeted April 2026.
Core architecture reviewed by Duke IT infrastructure leadership with no fundamental flaws identified. Ongoing technical dialogue. Accepted to Duke MMCi ($25K merit scholarship).
Incoming Informatics Lead on NIH-funded NCORP grant at Gibbs Cancer Center.
5 physician advisors across Internal Medicine, Pulmonology/Critical Care, and Infectious Disease.
Patent Filed
MVP Complete
First Integration
Duke MMCi
Attending + Scale
A team built at the intersection of medicine, engineering, and operations.
Internal medicine physician. Sole architect of ACO. Named inventor on all patents. Duke MMCi (incoming). Incoming Informatics Lead, NIH NCORP grant at Gibbs Cancer Center.
GTM strategist and operations director at Microsoft. Co-founder-level commitment. Driving ops and investor outreach.
Engineering team actively forming. Multiple technical team members committed. Building the infrastructure to ship the ACO.
5 Clinical Advisors across Internal Medicine, Pulmonology/Critical Care, and Infectious Disease
We're raising a $1-1.5M Friends & Family round to bring CitaCell to market. If you believe healthcare data deserves structural protection, let's talk.
adarvesh0@gmail.comAbdullah Darvesh, MD • Founder & CEO