Platform
Built for the complexity of scientific data
Labric unifies instruments, spreadsheets, and databases into a single platform built for scientific research.
Transform how your lab works
Traditional lab workflows
Data trapped on disconnected instruments
Manual transfers via email and USB
Context lost in paper notebooks
Siloed spreadsheets per researcher
Week-long delays before analysis
No reproducibility audit trail
With Labric
Automatic real-time capture
Instant database availability
Metadata captured automatically
Unified view across all experiments
One-week deployment
Data provenance records
Sync
Connect every data source in your lab
Most labs have data scattered across dozens of instruments, spreadsheets, and databases. Labric's desktop app automatically captures and centralizes everything, creating a single source of truth for your research.
How it works
Our desktop application provides real-time file monitoring and automatic data ingestion with built-in parsers for dozens of instrument file formats.
Instrument integration
Direct connections to lab instruments with automatic parsing of raw output files across hundreds of formats.
Real-time monitoring
Watch folders for new files and automatically ingest data as it's generated without manual intervention.
Spreadsheet import
Intelligent parsing that understands your data structure with automatic future imports after one-time column mapping.
Structure
Custom database, zero configuration
Every lab works differently. Labric builds a database schema tailored to your specific experimental workflows, enabling powerful cross-experiment analysis without forcing you into a rigid structure.
How it works
We collaborate with you during setup to design a database schema matching your experimental workflow with complete version tracking for provenance.
Custom schema design
Database schema designed collaboratively to match how you think about your experiments and workflows.
Automatic normalization
Incoming data normalized and validated against your schema, catching errors at ingestion time.
Cross-experiment queries
Query across all experiments with SQL or visual query builder to find patterns impossible to spot in spreadsheets.
Run
Automate workflows with event-driven triggers
Stop manually running the same analysis scripts every time new data arrives. Labric's automation infrastructure lets you build sophisticated workflows that execute automatically, freeing your team to focus on scientific questions.
How it works
The Python SDK provides programmatic access to your data and automation infrastructure with event-driven triggers and full job monitoring.
Event-driven triggers
Automatically kick off workflows when new data arrives, experiments complete, or conditions are met.
Python SDK
Write jobs in Python with our lightweight SDK to access data, run computations and write results back.
Job monitoring
Track job status, view logs, and debug failures from a unified dashboard with alerts for failures.
Analyze
AI-powered insights from your structured data
With your lab's data properly structured and contextualized, AI becomes dramatically more powerful. Ask questions in natural language, generate visualizations instantly, and build reports that update automatically as new experiments complete.
How it works
Natural language queries leverage LLMs with access to your complete database schema, supporting hosted or bring-your-own deployments including on-premise options.
Natural language queries
Ask questions in plain English and get answers backed by your actual data without writing SQL.
Bring your own LLM
Use our hosted models or connect your own with full control over data processing and on-premise support.
Interactive visual reports
Generate publication-quality plots and interactive dashboards with exportable figures ready for papers.
Solutions
Enterprise scale, academic flexibility
Enterprise
Scalable infrastructure for your entire organization. Enable cross-team collaboration with enterprise-grade security.
Academia
Enterprise-quality infrastructure at academic pricing. Enable collaboration and ensure reproducibility across your lab.
50x
increase in scientific output per research dollar invested
180+
hours saved monthly in manual data management per lab
26x
faster deployment than traditional LIMS solutions
“We were drowning in data scattered across drives and lab notebooks. Labric unified everything into one queryable system and cut our experiment analysis time by 60%. Now our postdocs actually spend time doing science.”
Jack Doe
VP of Research & Development
“Labric eliminated the data chaos that was slowing our materials research pipeline. Their platform integrated seamlessly with our existing instruments and gave our scientists real-time access to experiments across all three of our facilities.”
Jane Doe
Director of Materials Science
“As head of R&D, I needed visibility across our entire research function. Labric gave us that in days, not the 18 months our previous LIMS implementation took. The AI analysis capabilities have been transformative for cross-team collaboration.”
John Doe
VP of Research & Development
Your data, your control
We believe your research data should never be trapped. Labric is built on principles of transparency and data ownership – you can export everything at any time.
Complete data access
Always export your complete dataset in standard formats. Every file, every measurement, every relationship – accessible whenever you need it.
Keep your parsers
All custom parsers we build for your instruments belong to you. Continue using them even if you move to another platform.
Open architecture
Full API access to your data and platform functionality. Build your own integrations or migrate to other systems without barriers.
Works with the instruments you already use
Labric connects to instruments from major manufacturers across every scientific discipline. Our AI-powered parsing handles proprietary file formats automatically—from mass spectrometers to microscopes to custom lab equipment. If your instrument outputs data, Labric can ingest it.
Automatic file format detection and parsing
Support for major manufacturers
Custom parser development for proprietary formats
No manual exports or copy-paste workflows
Frequently asked questions
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