Turn data into answers.
MetaSensing pairs a sensor with AI that reads the spectrum, runs the experiment, and writes the science — so advanced measurement works for anyone, anywhere.
One loop of light around the lab: an idea sparks, grounds itself in the literature, RamanEYE measures, AIZAC analyzes — and LabForge carries every result into the next, smarter run.
Four products. One loop.
Capture the signal, make sense of it, run the instruments, and let AI drive the whole research loop — MetaSensing covers the full arc, from measurement to discovery.
Raman analysis, ready on-site.
Attach it to your existing microscope, carry it into the field, or build it into a production line. Plug-and-play with no installation — measurements that used to need a benchtop system, done right where you are.
- ✓Plug & Play — attaches to any existing microscope, no installation.
- ✓Portable — compact and light — measure outside the lab.
- ✓In-line ready — process monitoring and early anomaly detection.
- ✓Low cost, easy to use — roughly one-tenth the cost of conventional gear.
See spectra smarter.
From noisy raw data to a clean, interpreted result. Generative AI and statistical methods combine to automate everything from preprocessing to substance identification and interpretation — no specialist required.
- 1Advanced preprocessing — baseline correction, denoising, normalization.
- 2AI peak analysis & ID — automatic peak assignment and substance identification.
- 3Advanced analysis — multivariate analysis, calibration curves, quantitation.
- 4Data into knowledge — accumulate results into your own knowledge base.
Self-evolving research.
Turn trial and error into intelligence that compounds. From your prompt, LabForge searches the literature, conceives the research, runs experiments and drafts the paper — remembering every success and failure, and inheriting them into the next run.
- ✓It remembers — every experiment is stored as a DAG node and reused.
- ✓It continues from failure — patches only what broke and re-runs — cheaper, faster.
- ✓It picks the best AI — routes each task to the model that does it best.
- ✓Signed audit logs — every step from prompt to cost is reproducible — for pharma, finance, enterprise.
Research that deepens itself.
A recursive, DAG-driven process that refines a single scientific prompt into a deep, evidence-supported knowledge graph — the architecture behind LabForge's self-evolution.
One protocol, every instrument.
Connect your bench to an AI agent that plans, sees, and runs real experiments — from spectrum capture to data export — through a single desktop app. The Model Context Protocol for laboratory instruments.
- ✓Autonomous execution — plans and runs multi-step experiments across your instruments — no scripting.
- ✓Vision that verifies — a vision-language model reads instrument screens and live spectra, confirming each step.
- ✓Runs locally — the Host Controller drives your bench on-device — your data stays put.
- ✓Any MCP instrument — RamanEYE, robotic arms, microscopes and desktop apps — extensible by design.
From R&D to QA and the production line.
By uniting measurement and AI, MetaSensing speeds decisions across a wide range of industries.
Science for anyone, anywhere.
No expertise required
AI handles preprocessing, identification and interpretation — consistent results, whoever runs it.
Fast and affordable
Around one-tenth the introduction cost, and seconds from raw data to an AI result.
Reproducible & private
Signed logs make every result traceable. Run in the cloud or on local LLMs — your data stays with you.
Bring sensing and AI to your bench.
See RamanEYE, AIZAC and LabForge in a walkthrough with the MetaSensing team. Book a 30-minute demo.