How does autoverification work?

Autoverification rules automatically validate results that meet all criteria: result within reference range, no QC failures on the instrument that run, no delta check failure compared to the patient's previous result. Autoverified results are released immediately; others go to a tech review queue.

What are critical values?

Critical values are results outside a safe range that require immediate clinical action (e.g., glucose 6.5 mEq/L). When a result crosses the critical threshold, the system generates an immediate alert to the ordering clinician via SMS and phone call, and records the notification with timestamp.

What is QC in a lab context?

Quality Control materials (known-concentration samples) are run on each instrument shift to verify the instrument's accuracy and precision. Westgard rules evaluate whether QC values fall within acceptable limits. QC failures lock the instrument from releasing patient results until the error is investigated.

Healthcare & Wellness

Build a Laboratory Information System (LIS) with AI - in Hours

ProjectCode generates a complete, production-ready Laboratory Information System (LIS) from a single natural language prompt. In hours instead of months, you get a React frontend, NestJS REST API, PostgreSQL database, and authentication - fully integrated, live-previewed, and deployed to a URL you own.

Estimated build time: 2–4 hours

Build my Lab Information System now View pricing

Free to start · No credit card required

The Challenge

Why building a Lab Information System from scratch is hard

Building a Laboratory Information System (LIS) from scratch requires months of development time and significant engineering resources. Teams struggle to coordinate frontend, backend, database, and authentication while managing lab information system-specific business logic, integrations, and role-based access rules.

What's Included

Everything your Lab Information System needs

ProjectCode generates a production-ready Lab Information System with all the modules your team needs from day one.

Test order management from clinical orders

Sample collection tracking with barcode labels

Instrument integration for automated result import

Reference range checking and critical value alerting

Result reporting to clinicians and patients

Quality control data management

Inventory management for reagents and consumables

Lab productivity analytics: TAT, rejection rate, test volume

Architecture

How it's built

The generated Lab Information System follows production-grade architecture patterns.

React 18 + TypeScript frontend with role-based dashboards tailored for lab information system workflows

NestJS REST API with dedicated lab information system modules, DTOs, validators, and service layer

PostgreSQL relational schema with normalized tables for all lab information system entities

JWT + Google OAuth authentication with granular permission gates per role

Real-time Socket.IO events for live lab information system status updates and notifications

Managed hosting with one-click deploy, custom domain, and auto-SSL

Database

PostgreSQL schema designed for Lab Information System

ProjectCode generates a normalized, indexed PostgreSQL schema with the right tables and relationships for your use case. You own the schema and can evolve it freely.

orders (id, patient_id, clinician_id, tests jsonb, priority, status, collection_date, workspace_id)
samples (id, order_id, barcode, type, collected_at, received_at, status, rejection_reason)
results (id, sample_id, test_code, value, unit, reference_range_low, reference_range_high, critical, status, resulted_at)
qc_runs (id, instrument_id, material, lot, date, values jsonb, mean, sd, cv_percent, in_control)

schema.sql (preview)

-- Generated by ProjectCode
-- Laboratory Information System (LIS) schema

CREATE TABLE orders__id (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  created_at TIMESTAMPTZ DEFAULT NOW(),
  updated_at TIMESTAMPTZ DEFAULT NOW()
  -- ... auto-generated columns
);

CREATE TABLE samples__id (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  created_at TIMESTAMPTZ DEFAULT NOW(),
  updated_at TIMESTAMPTZ DEFAULT NOW()
  -- ... auto-generated columns
);

CREATE TABLE results__id (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  created_at TIMESTAMPTZ DEFAULT NOW(),
  updated_at TIMESTAMPTZ DEFAULT NOW()
  -- ... auto-generated columns
);

CREATE TABLE qc_runs__id (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  created_at TIMESTAMPTZ DEFAULT NOW(),
  updated_at TIMESTAMPTZ DEFAULT NOW()
  -- ... auto-generated columns
);

Tech Stack

Production-ready from day one

Every generated app uses a battle-tested stack you can deploy anywhere and own completely.

Frontend

React 18 + TypeScript + Tailwind CSS

Backend

NestJS 10 + Node.js + TypeScript

Database

PostgreSQL (managed or Supabase)

Auth

Email OTP · Google OAuth · GitHub OAuth

Deployment

Managed hosting · Custom domain · Auto-SSL

AI Models

Claude Sonnet · Claude Opus · Kimi

Try It Now

Example prompt to get started

Copy this prompt into ProjectCode and get a working app in minutes.

ProjectCode prompt

Build a laboratory information system for a clinical diagnostic lab processing 5,000 samples per day. Include electronic test order receipt from hospital HIS, sample collection with barcode generation, HL7 instrument interface for automated result import from analyzers, reference range-based autoverification, critical value SMS alerts to ordering clinicians, patient and doctor result portals, Westgard QC rule evaluation, reagent inventory with expiry tracking, and a daily lab operations dashboard with turnaround time by test type and department.

Build this now - it's free

Deployment

Deploy your Lab Information System anywhere

Managed hosting

One-click deploy to a live URL managed by ProjectCode.

Custom domain

Connect your own domain with auto-provisioned SSL via Cloudflare.

GitHub export

Push to your GitHub repo and self-host or deploy via Vercel, Railway, or AWS.

Docker ready

Export a Dockerfile and docker-compose for any containerized environment.

Pricing

Start free, scale as you grow

No per-seat fees. No vendor lock-in. Token-based pricing that scales with your usage.

Free

Start building your first app. Live preview, managed hosting, and full code export included.

Token Packs

From $5

Purchase token packs that roll over every month. Build more, pay only for what you use.

Enterprise

Custom

Custom models, SLA, SSO, and private cloud deployment for large teams.

See full pricing details

FAQ

Common questions about building a Lab Information System

The LIS connects to laboratory analyzers via HL7 v2 messaging or vendor-specific protocols over a serial or TCP/IP connection. Results from the instrument arrive as HL7 ORU messages, are parsed, and stored against the correct sample and test. Most modern analyzers support this interface natively.

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Electronic Health Record System

Building a Electronic Health Record System from scratch requires months of development time and significant engineering resources. Teams struggle to coordinate frontend, backend, database, and authentication while managing ehr-specific business logic, integrations, and role-based access rules.

Build it

Build your Lab Information System in hours, not months

Start free. No credit card. Your first app is live in minutes.

Get started free