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The signal, the method, and what we prove next.

Early-stage medtech. Clear claims only where evidence exists.

ZAWADI reader and contact pad system.

Iron restriction leaves an early trace.

When iron is limited, zinc replaces iron in protoporphyrin — ZPP rises before haemoglobin falls.

  1. Iron-restricted erythropoiesis

    Supply of usable iron falls behind demand.

  2. Zinc replaces iron

    Zinc is incorporated into protoporphyrin IX instead.

  3. ZPP rises early

    A measurable shift appears while Hb is still normal.

  4. Haemoglobin drops later

    Anaemia is detected — often after the fact.

ZAWADI placement for non-invasive measurement.

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.

Differential measurement at 407 nm and 425 nm.

Photoacoustic pulses isolate the ZPP-related signal from tissue background.

407 nm425 nmTissueabsorptionDifferential signaltime-of-flight gated→ ZPP estimate
Simplified schematic of the measurement approach. Absolute performance is the subject of the calibration work described in the validation roadmap.
Exploded view of ZAWADI optical-acoustic sensing stack.

Differential signal

407 vs 425 nm suppresses shared noise.

Depth gating

Time-of-flight selects the perfused layer.

Calibration

Mapped to ZPP via controlled reference data.
Macro of ZAWADI contact pad sensor ring.
ZAWADI research-prototype UI screen.

Validation in order.

Calibration curve

Reference ZPP range with repeatability.

Site comparison

Best anatomical placement in clinic settings.

Phase 1 package

Protocol, docs, and site readiness.

Start where screening already happens.

Rwanda ANC first, then expand across women’s health and treatment monitoring.

  1. Beachhead

    Rwanda ANC

    ~330,000 antenatal care visits per year — a concentrated, routine screening touchpoint.

  2. Expand

    Community & adolescent screening

    Same reader, same consumable, new cohorts reached through existing frontline structures.

  3. Deepen

    Postpartum & chronic monitoring

    Repeatable measurement makes treatment response trackable over time.

  4. Scale

    Sub-Saharan Africa & South Asia

    Regions where iron deficiency burden and ANC infrastructure overlap most strongly.

ZAWADI device in an antenatal clinic context.

Method, algorithm, dataset.

Signal method

Blood-free differential ZPP measurement.

Algorithm

Calibration improves with each measurement.

Rwanda dataset

Longitudinal ANC evidence at scale.

Built for frontline reality.

Product, clinical credibility, and health-system access in one lean founding team.

Portrait of Peredy Khwesa, CEO and Product Lead.

Peredy Khwesa

CEO & Product Lead

Industrial Chemistry, MSc Material Science, PhD International Public Health. Product development and Rwanda/Kenya field experience.

Portrait of Dr Timothy Kintu Mwanje, CMO and Clinical Lead.

Dr Timothy Kintu Mwanje

CMO & Clinical Lead

Medical doctor. Grant portfolio >$300k. Clinical credibility and fundraising leadership.

Portrait of Dr Divine Christelle Umutoniwase, Supply and Logistics Lead.

Dr Divine Christelle Umutoniwase

Supply & Logistics Lead

Rwanda Medical Supply experience. Women’s health implementation insight.

$35k · 90-day de-risking sprint.

Calibration evidence, hardware iteration, and Phase 1 readiness — answering whether the signal is strong enough for human feasibility.

Optics + acoustic test rig

$10,500

Calibration materials + reference assays

$8,000

Prototype integration + disposables

$6,500

Data pipeline + calibration software

$3,500

Site/user testing + ethics/logistics

$4,000

Contingency

$2,500

Sprint deliverables

  • Working bench prototype
  • ZPP/haem calibration curve
  • Preferred anatomical site
  • Phase 1 readiness package

Straight answers.

Partner, pilot, or invest.

We reply with a concrete next step.

By sending this enquiry you agree that we may use your details solely to respond. We do not sell contact data. For other requests, email partners@sawazishamedtechlabs.com.

Or email us directly at partners@sawazishamedtechlabs.com.

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.