Next-Generation Healthcare Integration

Built for modern interoperability, the eiConsole enables low-code, standards-driven integration and real-time data cleansing to ensure high-fidelity, AI-ready data across systems.

PilotFish’s Interface Engine, the eiPlatform, when paired with the eiConsole IDE, delivers an unparalleled integration experience offering speed, flexibility and power. The eiConsole’s low-code, drag & drop environment simplifies the creation of complex interfaces. Its modular architecture facilitates seamless integration with virtually any system in the healthcare eco space, including EHRs, payers, labs, revenue cycle and data & analytics firms, population health, Government entities, telehealth and medical devices & equipment manufacturers and more. Designed for both technical and non-technical users, the eiConsole drastically simplifies the development and management of interfaces. It supports Anything-to-Anything integration, anywhere – on premises or in the cloud.

With robust support for FHIR, HL7, X12 EDI and AI-powered processors, the eiConsole not only simplifies interoperability — it also tackles the dirty data problem at its source. By validating, cleaning and standardizing data as it flows between systems, PilotFish ensures that organizations exchange high-quality, consistent information. PilotFish allows you to unlock the full value of AI, analytics and automation with greater speed, accuracy and confidence.

Drag & Drop Interface Development

The eiConsole’s low-code environment empowers users to rapidly build and deploy integrations while ensuring consistent, high-quality data processing. Each interface is broken into a series of configurable stages, with tools for data validation, enrichment and transformation at every step.

• Visual design interface with drag & drop configuration
• Seamless mapping across all formats: XML, JSON, HL7, X12 EDI, CSV, flat files, proprietary
• Reusable templates to enforce enterprise data standards
• Live testing for instant feedback and error resolution

By standardizing how data is received, transformed and delivered, PilotFish prevents the “garbage in, garbage out” scenario that undermines downstream analytics and AI. Interfaces built with the eiConsole enforce consistency, making data reliable and ready for intelligent systems.

AI-Enhanced Processing & Automation

With native integration of AI processors, PilotFish brings machine learning and automation directly into your integration workflows.

• Automatically generate mapping suggestions and transformation logic
• Flag data anomalies in real-time for early intervention
• Context-aware enrichment to fill gaps and correct inconsistencies
• Use natural language processing to extract insight from unstructured data

But even the most sophisticated AI is only as effective as the data it receives. PilotFish ensures AI systems work with clean, normalized and contextually accurate data, not inconsistent or “dirty” input that distorts predictions and analytics. The result is a faster path to AI ROI and more confident decision-making.

“PilotFish Healthcare met all the criteria we had established for selecting an integration engine solution. However, what really impressed us was the ease-of-use of their solution. The PilotFish eiConsole for Healthcare IDE uses a graphical Assembly Line approach to configuring complex interfaces that is simple, intuitive and fast.”

Vice President Technology, Food and Nutrition Services

Full Spectrum Standards Support

The eiConsole provides comprehensive, built-in support for all major healthcare data standards and protocols, enabling seamless, standards-compliant integration across your entire ecosystem. But PilotFish goes beyond compliance — it transforms messy, inconsistent data into clean, structured information that systems (and AI) can trust.

HL7 & FHIR

• Full support for HL7 v2.x messaging and FHIR (DSTU2 through R5)
• Integrated HL7 and FHIR Data Mappers with drag & drop configuration
• RESTful API capabilities with FHIR query/response templates
• Ideal for FHIR API Gateway scenarios, data transformation and legacy to FHIR conversions

PilotFish standardizes HL7 and FHIR data exchange across disparate systems, resolving format and content mismatches, applying business logic and ensuring consistent output across all systems. This not only enhances interoperability but also lays the groundwork for effective AI and analytics utilization.

X12 EDI

PilotFish supports the full range of HIPAA X12 EDI transaction sets — including EDI 837, 835, 834, 270/271, 276/277 and more.

• Robust, configuration-driven X12 EDI Parser and Formatter
• Automatic generation of acknowledgments (TA1, 999, 277CA)
• Support for non-standard, hybrid and proprietary EDI formats

EDI integration often suffers from inconsistent segment usage, poorly formed loops and custom partner quirks. PilotFish automates the correction and normalization of these “dirty” structures, making it easier to maintain high-quality data pipelines across all trading partners.

SNIP 1–7 Validation

Out-of-the-box support for SNIP levels 1 through 7 ensures compliance and integrity of all inbound and outbound X12 transactions:

• Syntax and structure validation (SNIP 1–2)
• Balancing and situational rule enforcement (SNIP 3–5)
• Code set and table lookups (SNIP 6)
• Custom implementation guide validation (SNIP 7)

These advanced validations are tightly integrated into the interface workflow and can be tailored to meet the specific needs of each transaction type or trading partner. As part of a larger strategy to eliminate insufficient data at its source, PilotFish provides tools to enforce structure, correct anomalies in real-time and surface actionable errors for rapid remediation.

Data Cleaning & Standardization at Scale

PilotFish isn’t just a conduit — it’s an intelligent data intermediary. Using built-in processors, transformation modules and AI-enhanced logic, PilotFish:

• Detects and corrects missing, malformed, or out-of-spec values
• Normalizes data across source systems (e.g., date formats, code sets, naming conventions)
• Applies configurable business rules to standardize structure and semantics
• Ensures downstream systems — including AI models — receive clean, usable data

This cleansing and harmonization reduce downstream issues, improve auditability and maximize the effectiveness of AI and analytics platforms that depend on consistent input.

By eliminating the chaos of inconsistent messaging, mismatched formats and poor data hygiene, PilotFish enables healthcare organizations to streamline communication, reduce rework and ultimately fulfill the promise of data-driven healthcare.

Enhanced EDI Integration Capabilities

EDI has historically been plagued by variability, proprietary extensions and non-compliant transactions. PilotFish eliminates these issues by normalizing X12 EDI data before it reaches your systems — and before it impacts your AI and analytics workflows.

• Real-time error handling and automated correction workflows
• Advanced X12 EDI segment and loop mapping tools
• Intelligent splitting, routing and envelope management
• Full transaction traceability for auditing and performance tuning

Clean EDI data isn’t just about compliance — it’s about removing noise and inconsistency from your operational and financial data streams. PilotFish ensures your EDI processes aren’t only functional but also optimized for insight.

Real-World Impact

Across the industry, organizations are rushing to adopt AI and advanced analytics — yet many are held back by inconsistent, unreliable, or dirty data. PilotFish solves this foundational problem by enforcing data quality at the integration layer.

• Prevents downstream issues by catching errors at the point of entry
• Standardizes inputs to AI, BI and ML platforms
• Eliminates rework, manual intervention and “shadow” data processes
• Accelerates time to value for strategic technology investments

Organizations using PilotFish don’t just integrate faster — they integrate smarter. Clean data in. Trustworthy results out.

Ready to See the eiConsole in Action?

Whether you’re upgrading from legacy middleware, scaling your integration operations, or planning your first FHIR or EDI deployment, PilotFish gives you the tools to do it smarter. Contact us today to schedule a personalized demo or download a free 90-day trial of the eiConsole IDE and experience the power of integration for yourself.

HL7 is the registered trademark of Health Level Seven International.
X12, chartered by the American National Standards Institute for over 35 years, develops and maintains EDI standards and XML schemas.