Check measurement quality
Identify sensor drift, missing data and interrupted flow.
Every sample has a story.
Keep the evidence connected.
A portable air-sampling station connected to the proposed AirGuard Platform and a partner laboratory. Designed to help infection prevention teams follow environmental evidence from collection to review.
Explore the product
A portable station designed to collect documented air samples and record the conditions behind each measurement.
Environmental readings, laboratory results and the response often sit in separate workflows. AmalLab ONE proposes a shared record that keeps their context together.
Record cartridge identity, location, time, sample volume and calibration. The aim is a sample record that remains interpretable throughout the investigation.
The proposed platform brings measurement quality, site baselines and laboratory evidence into one review environment. Specialist judgement stays central.
Identify sensor drift, missing data and interrupted flow.
Compare readings with each site’s own baseline.
Combine environmental and laboratory evidence to prioritise review.
Show uncertainty and abstain when the evidence is weak.
The concept does not diagnose individuals, establish microbial viability from an environmental signal alone, or replace laboratory testing and specialist judgement. Models require comparison with simpler statistical methods and testing across independent sites and time periods.
The proposed starting point is a waiting area in a medical centre serving Umrah pilgrims, working with its infection prevention team and one laboratory partner.
Initial focus: healthcare facilities serving Hajj and Umrah pilgrims.A target indicator recurs in valid samples from a specific site.
A specialist reviews the context and requests confirmatory tests.
The responsible team considers ventilation, waiting-area management and maintenance.
Review turnaround time, alert burden and the usefulness of the investigation.
An 18-month plan with a proceed-or-adjust decision at each stage. Timing is a proposal, subject to funding, partners and validation results.
Initial setting, rights and data.
Sampling and platform development.
Laboratory verification, transport and classification.
Evaluate the workflow in the field.
Pilot production and conditional expansion.
Validation priorities: sample recovery and stability, contamination control, AI value against a simple baseline, safe transport and chain of custody, and customer usefulness.
Potential settings include hospital networks, accommodation and indoor event facilities. Later One Health pathways could cover veterinary, agricultural and aquatic environments. Each expansion depends on demonstrated value and suitable local partners. No event-organiser contracts or institutional partnerships are implied.

AmalLab ONE is a venture proposal within a broader ambition: world-class clinical research, public health and responsible innovation.
Medical laboratory background, public health and advanced clinical research. Leading the health use case, study design and scientific validation.
AI research and software development. Shaping edge intelligence, platform architecture and the integration of research requirements into the product.
We welcome conversations with healthcare pilot sites, laboratories, engineering partners and research supporters.