Barista
Feature quantification and identification that learns with you.
Barista accelerates Raman and infrared analysis with feature quantification and identification powered by continuous learning. It learns from each scan, retains operator intent, and keeps decision-making transparent—from first sample to final call, even offline.
Spectral interpretation in seconds
Real-time Raman and IR analysis with ranked candidates, similarity scores, and contextual commentary that explains each match.
Offline-first deployment
Operates without cloud connectivity. Sync updates peer-to-peer or during scheduled uplinks, preserving chain of custody.
Adaptive knowledge graphs
Continuously incorporates new spectral signatures, mission notes, and verified outcomes so the system evolves with every run.
Decision-aware UX
Designed with operators for low-light, glove-friendly use. Confidence indicators and rationale summaries appear alongside each recommendation.
Multi-role collaboration
Field operators capture observations while analysts add contextual insights. The shared bipartite model keeps both perspectives aligned.
Secure audit trail
All interactions generate a tamper-evident log for accountability and after-action reviews.
Operator workflow
Guiding decisions from sampling to confirmation.
Acquire Raman or IR spectra in the field or lab. Metadata such as location, mission phase, and operator notes are captured automatically.
Barista maps spectral features to known signatures while considering environmental cues and prior encounters stored in the local graph.
The system surfaces hypotheses with weighted confidence, highlights discriminating peaks, and suggests next-best actions for validation.
Operator feedback confirms or refines outcomes. The bipartite model adjusts pathways, improving future matches and rationale.
Technical foundation
Engineered for field tempo and lab rigor.
Barista combines sensor integration, edge compute, and explainable analytics for Raman and IR spectroscopy. Specifications evolve with each deployment based on mission requirements and operator feedback.
Ready when every decision counts.
Barista is entering partner pilots. Share your mission requirements and we will tailor a rollout roadmap covering instrumentation, training, and data stewardship.