Integration engine · est. 2026

A clean-sheet integration engine,
AI-native from day one.

Linkiir is rebuilding the interface layer for healthcare and enterprise B2B. One static binary, sub-millisecond parsing across HL7 v2, FHIR, X12 and NCPDP, with an AI runtime that learns the messy reality of production interfaces.

HL7 v2 FHIR R4 X12 837 0 msg/s
TIMECHANNELMESSAGELATENCY

Approach

Built once, in one language, for the next decade of interfaces.

The integration market is dominated by 20-year-old engines: script-glued, runtime-heavy, and fragile under real-world traffic. Linkiir is a clean-sheet build — a single statically compiled binary with no third-party runtime dependencies, sub-millisecond parse latency, and AI built into the core, not bolted on.

  • 01 Single static binary. Drop-in deploy, on-prem or cloud.
  • 02 Sub-millisecond parse across HL7, FHIR, X12, NCPDP.
  • 03 AI-native channel design, mapping, and triage.
  • 04 Engineered for the protocols and scale modern integration teams actually face.
linkiir / channels / adt-inbound
ChannelProtocolThroughputp99Status
adt-inboundHL7 v2.54.2k/s0.7 mshealthy
oru-resultsHL7 v2.51.8k/s0.9 mshealthy
claims-837X12620/s1.1 mshealthy
fhir-bulkFHIR R43.0k/s0.8 msreplaying
pharmacy-rxNCPDP410/s1.4 mshealthy
Static binary · v0.9.2-rc uptime 99.997%

The Engine

One runtime. Every protocol. No surprises.

Linkiir parses, transforms and routes the formats that move the largest regulated industries — without a JVM, without scripting glue, without per-channel runtime overhead.

HL7 v2

Lossless v2.x parser. Pipe delimiters, escape rules, Z-segments — all handled natively.

FHIR R4 / R5

Native FHIR datatypes, bulk export, search params. No translation hop.

X12

837, 835, 270/271 and friends. Companion-guide aware mapping.

NCPDP

Telecom & SCRIPT. Pharmacy networks treated as first-class.

AI mapping

Channel templates and field mappings drafted by model, reviewed by engineer.

Static deploy

One binary. No JRE. No package manager. Auditable from byte zero.

The founders

Four operators building
the next integration engine.

Linkiir is led by a tight founding team across business, finance, engine architecture and production. We've spent careers in interface systems and are building Linkiir as a clean-sheet company for the next decade of healthcare and enterprise integration.

Chief Executive

Business & GTM

Two decades commercializing integration software. Owns customer, capital and category.

Chief Financial Officer

Capital & ops

Builds the financial and operational chassis. Bootstrap-first, seed-ready.

Chief Technology Officer

Engine architecture

Designs the parse, map and route core. Owner of the static-binary thesis.

Chief Information Officer

Production & support

Runs the production fabric. Lived the pager for the world's largest installs.

Contact

Tell us about your interfaces.

Whether you're evaluating a replacement, sizing an on-prem deploy, or considering an investment — we'll respond personally within one business day.