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ZAWADI

Building the evidence before making the claim.

A staged programme designed to test scientific feasibility, measurement repeatability, calibration, usability, clinical performance, and health-system fit.

What is known, what is being tested, what comes next.

Confirmed

Clinical problem, proposed biomarker rationale, target users, and intended care settings.

In testing

Signal detectability, measurement geometry, prototype components, site selection, and algorithm performance.

Not yet established

Diagnostic accuracy, clinical thresholds, result time, performance across patient groups, regulatory classification, and commercial specifications.

Next

Calibration protocol, reference testing strategy, ethics and regulatory pathway, pilot-site requirements, and usability study plan.

A public record of responsible progress.

We publish status, not unverified findings. Confidential methods and provisional IP stay offline.

  • Needs finding

    Problem framing around late haemoglobin signals and blood-draw friction in ANC.

  • Optical feasibility

    Benchtop signal work and differential wavelength exploration at 407 / 425 nm.

  • Prototype integration

    Electronics, software, UI, and form-factor pairing for reader and pad.

  • Calibration study

    Map device signal to accepted laboratory ZPP reference methods.

  • Usability evaluation

    Frontline workflow, positioning, and repeatability in clinic-like settings.

  • Regulatory consultation

    Classification, risk management, and evidence-planning discussions.

A staged path to evidence.

Benchtop signal feasibility and tissue-model testing.

Integrated prototype, electronics, software, and user interface.

Calibration against accepted laboratory reference methods.

Usability, repeatability, and early clinical feasibility.

Performance studies, regulatory submission, and implementation planning.

Development-stage notice: ZAWADI is under active validation. Not a diagnostic substitute. Regulatory status: Research and development programme — not submitted for regulatory clearance and not offered for clinical diagnosis or commercial use.