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Build a FHIR-Ready
Data Foundation for AI-Driven Healthcare

Interoperable Health Data Foundation (FHIR Ready) — transform fragmented clinical data into a clean, connected, AI-ready ecosystem.

Why Interoperability Is the Critical Step in AI Adoption

Healthcare produces massive amounts of data — but without true interoperability, most of it remains disconnected, inconsistent, or unusable for AI.

Legacy HL7 point-to-point interfaces are rigid and costly to maintain.
Clinical data often contains gaps, mismatched terminologies, and formatting inconsistencies.
And while AI holds real promise, it cannot function reliably without clean, unified, standards-based data underneath.

Step 2 of MAIS ensures organizations build a future-ready FHIR data foundation that supports clinical workflows, analytics, automation, and enterprise-scale AI.

What This Service Includes

FHIR-Ready Architecture & Data Strategy

We evaluate your current interoperability landscape and design the architecture needed to support scalable FHIR adoption.

HL7 → FHIR Modernization

We migrate or augment your legacy HL7 interfaces with flexible, FHIR-first APIs and data modeling.

Multi-System Integration

EHRs, labs, imaging, devices, research systems, payers, and third-party apps — connected through a unified, standards-based layer.

Data Cleaning, Mapping & Harmonization

We improve data quality, resolve inconsistencies, and align clinical data with FHIR resources and medical ontologies.

Enterprise-Grade Compliance & Security Alignment

FHIR alone is not a security protocol — we ensure your data exchange architecture meets HIPAA/GDPR and modern security expectations.

What Problems We Solve

Fragmented, Unreliable Data
We unify inconsistent clinical records across systems, settings, and formats.
Legacy Integrations That Can’t Support AI
Point-to-point HL7 interfaces break easily and don’t scale — FHIR makes real-time exchange possible.
Low Data Quality and Missing Fields
We profile and improve your data so AI models and clinicians can rely on it.
Vendor Lock-In & Proprietary Formats
FHIR unlocks flexibility and avoids costly dependency on closed ecosystems.
Compliance & Security Concerns
FHIR itself is not secure — but we design the secure infrastructure around it.

What Clients Achieve

A Clean, Connected Data Layer for AI

AI models and automation agents finally have the structured, high-quality data they need.

Faster Time-to-Value for Any AI Project

No more reinventing integrations or patching inconsistent inputs.

Reduced Technical & Operational Risk

A modern, standards-based architecture that’s easier to maintain, govern, and scale.

A Unified View of Patients, Workflows & Outcomes

Better insights, improved coordination, and readiness for population-scale analytics.

Ready to Move Toward AI-First Healthcare?

Complete and Customizable AI Solutions That Turn Healthcare Data Into Measurable Value. MAIS provides a proven path forward to unstructured data transformation.

Start with a FHIR Assessment

Built for Complex Healthcare Organizations

Designed for teams managing intricate data ecosystems:

Large hospital systems

Integrated delivery networks

Research & academic centers

Health tech innovators

Payers and population health organizations

Proven in Production

We work across the most complex standards:

HL7 v2, v3, CDA, C-CDA, XML, FHIR R4/R5

Data migration & transformation (OMOP, i2b2, custom models)

Cohort building & terminology services

End-to-end implementations with minimal disruption

Interoperability That Enables AI

We don’t just connect systems — we prepare your data for intelligence:

LLM-based querying (natural language → precise FHIR queries)

Automated data quality checks

Readiness profiling

Smart analytics for outcome improvement

Global Partner for InterSystems

13+ Years of collaboration and real-world healthcare solutions.

“They are very good at understanding the requirements, but more importantly, they can think about the future requirements and future-proof your project.” 

Qi Li

Physician Executive, Product Development At Intersystems

Why Healthcare Leaders Trust Our Approach

15+ years supporting hospitals, research, and public health environments
Deep understanding of clinical workflows, operations, and data complexity
Unique combination of AI + interoperability expertise
Safety and governance built into every recommendation
Proven frameworks that work in real-world clinical settings
Start with a Free Consultation

Real-World Impact

Interoperability Modernization

Long-term care facility.

Problem: Doctors spent hours daily on patient admission paperwork.

Action: We mapped workflows, applied compliance filters, and piloted a HIPAA-ready data pipeline.

Result: Patient admission time cut by 40%.

Hospital, cardiovascular departament.

Problem: Capsule devices data cannot be used in the research and operational activities.

Action: We investigated current server capabilities, hl7 data transferring speed, needed storage then, implemented data vectorization pipeline.

Result: Hl7 data transferring speed increased from 200 msg/sec to 700 msg/sec and data storage requirements were reduced by 85% through optimized compression.

We don’t just implement FHIR endpoints — we build a secure, reliable foundation for AI-powered healthcare.

Claim Your Free Consulting Hours Today

Contact Our Experts

Clinovera. 1 Broadway,
Cambridge MA 02142.