PRECISION
EVERY SINGLE RUN.
We build custom software, mobile applications, and AI-powered tools for analytical laboratories, research teams, and quality control divisions.
Combining chemistry expertise with next-generation software design.
What We Do
Custom software and intelligence built for scientific precision.
Custom Laboratory Software
We design software tools that simplify repetitive laboratory calculations, reporting, data organization, and sample preparation workflows.
Directly evaluates Recovery percentages and Relative Standard Deviation (RSD) with sandboxed mathematical verification routines.
Mobile App Development
We develop practical mobile applications for scientists and laboratory teams. Example: ICP Prep Pro, a dedicated app for ICP-OES and ICP-MS sample preparation.
A dedicated Android and iOS application designed to compute dilutions and stock standards in the prep lab, completely bypassing error-prone spreadsheets.
AI Integration for Labs
We integrate AI into laboratory workflows for document search, SOP support, report generation, method assistance, and scientific data management.
Binds large language models natively to local standard operating procedures (SOPs), automating retrieval and draft compliance reporting.
Scientific File Management
We create intelligent file organization tools such as TreeBrain, designed to visualize folders, organize technical documents, and help teams find information faster.
Recursively maps folders, dynamically linking raw calibration CSV files directly to final reports, preventing document orphans.
ICP Prep Pro
Now available as a native Windows Desktop application and Android Mobile app. Most laboratories rely on complex, manual Excel spreadsheets for sample preparation, which frequently leads to calculation errors, formula discrepancies, and record-keeping headaches. With ICP Prep Pro, all calculations are fully integrated, eliminating the need to build, verify, or maintain cumbersome Excel sheets.
Key Features:
- No Excel Spreadsheets: Replaces error-prone manual spreadsheets with natively integrated, verified chemistry algorithms.
- Dilution calculations: Quick calculations for single and multi-step dilutions.
- Standard preparation: Accurate calculation of stock standard requirements.
- QC solution prep: Plan quality control and verification checks.
- Error-Free Record Keeping: Automatically track, print, and save dilution preparation workflows digitally.
TreeBrain
TreeBrain is an AI-supported file management concept that helps laboratories visualize folders, search documents, organize data, and connect related technical files in a unified mind-map or directory tree.
Key Features:
- Visual folder mapping: View structure interactively rather than digging through lists.
- AI document search: Retrieve SOP instructions and results in plain English.
- Project-based files: Auto-correlate raw logs with reports and client contracts.
- SOP & report manager: Active tracking of outdated, active, and revised documents.
- Duplicate file detection: AI detection of copy duplicates or unlinked files.
Tailored Software Solutions
We build customized applications and software tailored to your specific lab requirements.
Personalized Request
You share your specific manual processes, ideas, or automation needs.
Our Expertise & Tech
We bridge analytical chemistry expertise with modern software engineering.
Personalized Product
You receive a custom high-precision software build, tested and ready to run.
01. Personalized Idea & Request
Our custom software development starts with your unique requirements. Whether it's a complicated sample preparation math sheet, a specialized quality control dashboard, or an instrument log parsing utility, we design according to your goals.
- No one-size-fits-all: customized for your instruments and SOPs
- Solves spreadsheet errors, manual transcription, and audit delays
- Seamless input interface tailored to your lab staff's daily routine
{
"client": "Quality Labs Inc",
"instrumentation": ["ICP-MS", "ICP-OES"],
"challenge": "Manual dilution calculations",
"request": "Mobile dilution planner with offline support"
}02. Our Subject Expertise & Technology
Unlike general IT firms, we speak fluent chemistry. We understand standard deviations, linear regressions, internal standards, and matrix interferences. We combine this expertise with a modern tech stack to build secure, lightning-fast tools.
- Chemistry knowledge: calculations verified by physical chemists
- Tech stack: Rust backends, Vite/React frontends, SQLite local storage
- Robust and offline-first architectures designed for lab benches
export function linearRegression(x: number[], y: number[]) {
const n = x.length;
const sumX = x.reduce((a, b) => a + b, 0);
const sumY = y.reduce((a, b) => a + b, 0);
const meanX = sumX / n;
const meanY = sumY / n;
let num = 0, den = 0;
for (let i = 0; i < n; i++) {
num += (x[i] - meanX) * (y[i] - meanY);
den += Math.pow(x[i] - meanX, 2);
}
const slope = num / den;
const intercept = meanY - slope * meanX;
let ssTot = 0, ssRes = 0;
for (let i = 0; i < n; i++) {
ssTot += Math.pow(y[i] - meanY, 2);
ssRes += Math.pow(y[i] - (slope * x[i] + intercept), 2);
}
return { slope, intercept, rSquared: 1 - (ssRes / ssTot) };
}03. Your Personalized Lab Product
The final product is compiled, optimized, and delivered directly to you. Whether it is an Android APK, a standalone Windows EXE, or a web platform, you get a zero-friction tool that increases sample throughput and ensures audit accuracy.
- Multi-platform delivery: Windows EXE installers, Android apps, Web
- 100% self-contained: no external database dependencies required
- Instant startup, simple layout, designed to work on tablet or PC
Solutions for Analytical Labs
We support workflows and instruments across major lab divisions:
Why Methodcore Labs?
Methodcore Labs combines analytical chemistry experience with modern software development and artificial intelligence. Our goal is to help scientists spend less time on repetitive tasks and more time on analysis, innovation, and decision-making.
By focusing strictly on laboratory challenges—like sample preparation math, file disorganization, and SOP lookup delays—we deliver software that fits naturally into a scientist's daily workflow.
Schedule a Consultation
Ready to modernize your laboratory workflow? Fill out the details below to contact our systems team.
Methodcore Labs
Laboratory Software | AI Integration | Scientific Workflow Tools