Cytoronix provides a compact cell‑monitoring instrument that captures non‑destructive, high‑resolution metrics of cell adhesion, morphology, and intracellular protein expression, and streams the data to a cloud‑native platform. The platform applies AI‑driven analytics to normalize batch variability, predict potency, and generate real‑time release recommendations, integrating via APIs with LIMS, MES, and electronic batch records for GMP‑compliant cell‑therapy manufacturing.
Funding
Funding not disclosed
Founders
Product
Problem
Manufacturing cell‑based therapies suffers from high process variability and limited real‑time quality insight, leading to costly batch failures and delayed product release. Conventional monitoring relies on manual sampling and bulky equipment, which hampers scalability and consistent compliance across manufacturing sites.
Solution
Cytoronix delivers an integrated digital platform that couples a compact, proprietary cell‑monitoring instrument with a cloud‑native data hub. The hardware provides non‑destructive, high‑resolution measurements of cell adhesion, morphology, and intracellular protein expression, generating quantitative metrics without operator‑induced bias. These data streams are automatically ingested into the cloud where AI‑driven analytics normalize batch‑to‑batch variability, predict downstream potency, and flag out‑of‑spec conditions in real time. The platform exposes RESTful APIs and a web dashboard that enable seamless hand‑off between upstream, mid‑process, and fill‑finish stages, supporting GMP‑compliant electronic batch records. By unifying hardware, data, and intelligence, Cytoronix reduces cycle time, lowers production cost, and makes cell‑therapy manufacturing more accessible to a broader patient population.
Target Audience
Primary customers are GMP‑certified cell‑therapy manufacturers and biotech firms developing autologous or allogeneic cellular products, as well as contract manufacturing organizations that require standardized, data‑driven quality control across multiple production sites.
Features
- Compact “Cell Recorder” device with integrated optical sensors and AI‑enhanced image analysis for real‑time, label‑free quality metrics
- Non‑destructive assessment of cell adhesion strength and intracellular protein levels using proprietary deep‑learning models
- Cloud‑based “Digital Culture Room” data lake that aggregates sensor data, environmental logs, and inventory records in a single searchable repository
- Predictive analytics engine that normalizes batch variability, forecasts potency, and generates automated release recommendations
- Secure, GxP‑compliant audit trail with role‑based access control and end‑to‑end encryption for all data transactions
- API‑first architecture enabling integration with existing LIMS, MES, and electronic batch record systems
- Automated cryopreserved inventory management with smart stock‑level alerts and temperature‑trend monitoring
- Modular hardware options (rack‑mount and benchtop) to fit diverse manufacturing footprints and process stages