Life sciences · Computer vision
FLUORO
3–4 days of manual cell review → a same-day first pass
Automated segmentation, counting and QC for cancer-research labs, with an audit trail behind every result and no change to how the lab prepares its slides.
Domain-native AI software
systems, built to fit.
We design and build software systems for regulated, technical industries — we engineer them around how your team already works, instead of bending your team to fit a generic tool. A Silicon Valley engineering team, deployed for clients operating globally.
Shipped in production
Systems we’ve built and deployed.
In cancer-research labs, FDA-regulated pharmaceutical teams and overseas retail, for clients in the United States, Canada and beyond.
Pharma · Regulatory compliance
ComplianceCall
A continuously auditable record, instead of reconstructing history at audit time
Benchmarks pharmaceutical development against current federal regulation and tracks what each chemical's hazard category used to be, and why it changed.
Retail & wholesale · Agents and monitoring
Yashara
Inventory and quality issues flagged before they reach a customer
For an ethically-sourced goods retailer operating overseas: AI monitoring across the catalog, plus an AI layer that handles large wholesale accounts and escalates exceptions to a person.
We build domain-native software systems for many industries — reach out if you’re seeking AI development services.
Domain-Native: Integrated into your Workflows
For cell researchers, FLUORO turned a 3–4 day manual review into a same-day first pass — because the system is built around how a lab already works, not the other way around.
Unique wedge
Domain-native
Practitioner-validated
We build domain-native software, and the working scientists and compliance professionals who use it validate it — we don't adapt generic enterprise technology after the fact for the lab.
Proprietary data
Microscopy
Regulatory precedent
Every deployment adds annotated microscopy data and mapped regulatory precedent across FDA — a compounding dataset a generic tool cannot replicate.
Compliance by design
Audit trail
FDA
We build full audit-trail transparency into every Symnexus platform by design, rather than bolt it on — critical trust infrastructure for customers operating under FDA and other regulatory bodies.
Latest Research
FLUORO, in a cancer-research lab.
Case Study
A cancer-research lab's cell-analysis workflow, before and after FLUORO. FLUORO compresses manual review of cells from three to four days of manual cross-referencing to a same-day first pass.
Leadership
DR
Dhilip Raman
Chief Executive Officer
JR
Jacob Matthew Rajesh
Chief Technical Officer
Silicon Valley engineers from NXP Semiconductors, Zoom, Amazon, and ServiceNow, plus Berkeley- and Stanford-trained researchers.
Meet the teamWe build new, innovative AI products for businesses around the world.
The people who build the product run your demonstration and build it around your workflow.