Small data. Big decisions. Expert intelligence, finally scalable.

Joined January 2026
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We’ve raised a $5.8M seed round. Excited to partner with Ben Y. @Sierra_Ventures who led the round, alongside TSV Capital and Acorn Pacific Ventures as we scale Limited Sample Models (LSM), a new class of foundational judgment models for regulated science. sierraventures.com/content/s…
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For 40 years we’ve been building smarter instruments. The next decade will be about building smarter laboratories. Not more data. Better decisions.
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Sunday question If AI can review 10,000 chromatograms… What will scientists do with all that extra time? Our vote: science.
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One talk down, one to go at #EPRW2026. Tomorrow 10:30 | Session V-14: end-to-end automation for MRM pesticide quantification with SANTE-aligned audit trails, even in challenging matrices.
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The pesticide wasn’t detected. The peak was. And now we’re all in a meeting. #EPRW2026 😅
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Scientists: “Can AI review this chromatogram?” Us: “Yes.” Feet: “We’re out of office until Monday.” 👟🏖️ #ASMS2026
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🚨 ASMS Booth floor intelligence report: mysterious covered refrigerators have appeared. Rumor has it they contain the official fuel of #ASMS2026 attendees. Scientists are standing by for confirmation. 🍦👀
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By Day 4 of #ASMS2026, every exhibitor walks like they just finished a marathon. Fortunately, our posters were busy, the flavor workshop was a hit, and the conversations at Booth 1020 kept us going. Today’s the last day. If you’ve been meaning to stop by, this is your sign. 👀
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Mass spectrometers have spent years getting faster. Scientists are still waiting for their data to get the memo. Excited that our founder is joining today’s Food, Flavor & Foodstuff Workshop at #ASMS2026 to discuss how AI is helping turn mountains of LC-MS and GC-MS data into actual decisions. Wed Jun 03 5:45 PM-7:00 PM (PT) Room 7AB
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Day 3 of #ASMS2026 was powered by ice cream! Thank you for the timely sugar boost @asmsnews
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Tired of reviewing every chromatogram like it personally offended you? Come grab a eye mask at Booth 1020. Because your eyes deserve better than staring at thousands of peaks all day. #ASMS2026 #MassSpec #AnalyticalChemistry
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PFAS quantification has a physics problem, not just a calibration problem. Flow rate. Mobile phase composition. Stationary phase interactions. All of it affects the number. We're presenting a Deep Leary method framework that accounts for chromatographic transport directly. F1-scores of 0.92-0.96 across flow regimes. Talk Mon June 1, 3:50-4:10pm, Room 6A Booth #1020 expertintelligence.ai/event #ASMS2026 #PFAS
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Two weeks of manual lipidomics review? 20 minutes with governed AI! 98.6% identification accuracy. Full audit trail. Every result traceable. Poster MP392 Mon 10:30am–2:30pm Booth #1020, San Diego expertintelligence.ai/event #ASMS2026 #Lipidomics #MassSpectrometry #LabAI
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Wet labs need AI trained to be correct. At #ASMS2026 we're introducing a Laboratory Language Model built around SOPs, validated workflows, and scientist-defined guardrails. Because "probably right" isn't good enough when real decisions are on the line. #AnalyticalChemistry
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Best in Show contender 2026! #BioITExpo Thank you @bioitworld
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Most labs don’t have a data problem.
They have a decision bottleneck. Excited to be at @bioitworld next week showcasing how Expert Intelligence is helping biopharma teams operationalize AI in regulated analytical workflows. Production-ready AI.
Scientist-guided decisions.
Built for real labs. #BioITExpo #Biopharma #AI #LifeSciences
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Looking forward to sharing what we’ve been building at @PMWCintl March 4-6, our Founder and CEO @Lalin__T will present Limited Sample Model (LSM), a new AI architecture designed for regulated, data-scarce environments where accuracy, governance, and auditability define performance. Visit us at booth B605.
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AI that can’t survive validation is a liability. #LabOperations #RegulatoryCompliance
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