Available for contract & advisory engagements · June 2026
About Thobelani · HealthChain Analytics & Advisory

Health supply chain and analytics specialist. Twenty years inside the systems that keep African health programmes running.

From managing a R900M district procurement budget in the Eastern Cape to driving national syphilis screening coverage from 64% to 95% across 7 of 9 provinces — my career has been spent at the point where supply chain data meets the decisions that determine whether health programmes deliver.

PEPFAR / DATIM Global Fund Gates Foundation · CHAI NDoH · WHO · SANAC DHIS2 IAS 2025 · Kigali

20+

Years in health supply chain & analytics

95%

ANC syphilis screening coverage achieved · 7/9 provinces

R900M

Annual procurement managed · Amathole District

3

Major donor grants directly shaped

Thobelani Mfengwana — Health Supply Chain & Analytics Specialist

A stockout is always a data failure before it is a logistics failure.

After twenty years inside district supply chains, national procurement programmes, and donor-funded global health organisations, this is the conviction that shapes everything I do. The most sophisticated dashboard in the world has failed its job if the supply chain manager looking at it on Monday morning does not know what procurement decision to make differently. Data only matters at the moment it drives action.

— Thobelani Mfengwana · HealthChain Analytics & Advisory

The professional story

From district supply chain to national policy

My career in supply chain began not in an analytics department but on the ground — managing procurement for fourteen public health facilities across the Eastern Cape, where a data error was never just a wrong number in a spreadsheet. It meant a clinic running out of medicines. That ground-level accountability for what supply chain data represents in practice has shaped every analytical decision I have made since.

A decade in district supply chain management — culminating in oversight of a R900 million annual procurement budget for vaccines, pharmaceuticals, and medical equipment across the Amathole District — gave me an unusually deep understanding of the gap between what health systems report and what they actually procure and deliver. That gap is almost always a supply chain analytics and decision-making failure before it is a logistics problem.

Moving into national programme work through the Global Fund and then CHAI gave me the analytical platform to act on that understanding at scale. At CHAI, embedded within a Gates Foundation-funded programme, I led the analytics and diagnostics supply chain function for South Africa's national syphilis elimination programme — driving ANC syphilis screening coverage from 64% to 95% across 7 of 9 provinces, conducting a procurement gap analysis that quantified a 2,025,293 unit annual RDT shortfall under the RT41 Transversal Contract, and building Power BI dashboards adopted by NDoH, WHO, and SANAC as primary national policy review tools. Earlier in the engagement, I led a condom supply chain baseline assessment across 16 Primary Distribution Sites and 18 clinics spanning all 8 districts of the Eastern Cape, producing reform recommendations directly adopted into provincial supply chain redesign.

In 2025, that body of work was presented at the International AIDS Society Conference in Kigali — a peer-reviewed international stage where the methodology, the data, and the conclusions held up to global scientific scrutiny.

Through HealthChain Analytics & Advisory, I now offer senior TA consulting and fractional analytics leadership to global health implementers, donor agencies, and private sector health organisations — available for fixed-term contracts and select advisory engagements across South Africa and sub-Saharan Africa.

Selected impact

64% → 95%

ANC syphilis screening coverage — exceeded the 80% target across 7 of 9 provinces · Gates Foundation Grant INV-067199 (USD 362,128)

~2M RDT gap

Annual dual RDT supply shortfall quantified through procurement analysis integrating DHIS2 ANC data and BANC+ contact schedule. Adopted directly into Gates Foundation grant reporting and NDoH contract amendment advocacy.

NDoH · WHO · SANAC

Power BI STI cascade dashboards adopted as primary national policy review tools — built to drive decisions, not compliance reporting alone.

R900M budget

Annual pharmaceutical, vaccine, and medical equipment procurement managed across Amathole District · 14 public health facilities · full PFMA compliance · ZAR 3M savings delivered in 2015/16.

16 PDS · 8 districts

Condom supply chain baseline assessment across 16 Primary Distribution Sites and 18 clinics spanning all 8 Eastern Cape districts — procurement reform recommendations directly adopted into provincial redesign.

IAS 2025 · Kigali

Presenter — "Accelerating the elimination of congenital syphilis through dual HIV/Syphilis Rapid Diagnostic Testing in South Africa." International AIDS Society Conference.

What I do best

Core expertise

Health supply chain analytics

Supply chain performance dashboards, commodity availability analysis, forecasting and quantification, LMIS data quality assessments, and DHIS2 analytics for HIV, diagnostics, and maternal health programmes.

Procurement analytics

Spend analysis, supplier performance monitoring, procurement gap analysis, tender design, contract analytics, and strategic sourcing advisory for health commodities — ARVs, diagnostics, contraceptives, pharmaceuticals.

Power BI & business intelligence

Executive dashboards for supply chain, procurement, and programme performance. Automated reporting replacing manual Excel processes. Donor reporting dashboards for PEPFAR, Global Fund, and bilateral funders.

Health economics

Budget impact analyses, cost-effectiveness evaluations, resource allocation modelling, and investment case development for donor and government decision-makers across PEPFAR, Global Fund, and bilateral programme contexts.

DHIS2 & M&E

DHIS2 system design, indicator development, data quality validation, and surveillance module configuration. MEL framework design and PEPFAR DATIM reporting for HIV/STI, ANC, PMTCT, and maternal health programmes.

AI readiness & governance

Building practical AI capability in programme teams — accessible, contextualised, and grounded in PEPFAR and Global Fund programme workflows. Introduced as part of broader analytics engagements or as a standalone offering.

Career history

Experience

HealthChain Analytics & Advisory

Founder · Senior TA Consultant & Fractional Analytics Manager

Jun 2026 – Present · Midrand, Gauteng

Independent practice
Boutique consulting practice offering senior TA consulting and fractional analytics leadership across four service lines: Health Supply Chain Analytics, Procurement Analytics, Power BI & BI Consulting, and Health Economics.
Available for fixed-term contract roles (global health track) and fractional retainer engagements (private sector health organisations, medical schemes, corporate supply chains).

Clinton Health Access Initiative (CHAI)

Health Analytics & Diagnostics Supply Chain Specialist

Jul 2024 – May 2026 · 1 yr 11 mos · South Africa (7 of 9 provinces)

Gates Foundation · USD 362,128
Led supply chain analytics and M&E for a national dual HIV/Syphilis RDT scale-up programme — driving ANC syphilis screening coverage from 64% to 95% against an 80% target, across 7 of 9 provinces.
Conducted procurement gap analysis quantifying a 45.3% annual shortfall (2,025,293 units) in dual RDT supply under the RT41 Transversal Contract — findings submitted directly to NDoH to support contract amendment advocacy.
Built and maintained Power BI dashboards tracking syphilis positivity, treatment coverage, and commodity trends — adapted for direct NDoH, WHO, and SANAC access, reducing dependence on CHAI for routine data interrogation.
Produced KP dual RDT quantification model projecting 1.7M+ test kits required annually at ZAR 34.5M–39.2M (2025–2030) — submitted to NDoH as evidence base for national scale-up decision.
Supported HCW training rollout across 8 of 9 provinces; Limpopo training directly drove a measurable provincial increase in BPG treatment uptake, contributing to national improvement from 66% to 77%.
Presenter — International AIDS Society (IAS) Conference 2025, Kigali, Rwanda.

Clinton Health Access Initiative (CHAI)

Supply Chain Associate — HIV Prevention

Apr 2022 – Jun 2024 · 2 yrs 3 mos · South Africa · Eastern Cape

Gates Foundation-funded
Designed and led a supply chain baseline assessment across 16 Primary Distribution Sites and 18 clinics spanning all 8 districts of the Eastern Cape — covering LMIS data management, storage, distribution, procurement, and HR capacity.
Identified a critical 818 m³ warehousing shortfall against ECDoH's 1,071 m³ storage capacity and developed a procurement and central warehousing investment case submitted to ECDoH and NDoH.
Produced supply chain reform recommendations — SVS integration, condom LMIS reform, and supplier integration into RSA Pharma — directly informing provincial supply chain redesign.
Built analytical tools using Power BI, R, and Excel spanning dashboard development, statistical modelling, and executive reporting across CHAI's multi-country African portfolio.

BeyondZero — Global Fund Principal Recipient

Procurement Specialist (Analytics & Forecasting) — Team Lead

2021 – 2022

Global Fund-funded
Led supply performance reporting and donor compliance analytics — producing executive dashboards adopted by senior stakeholders across the Global Fund programme.
Designed risk assessment frameworks using procurement lead-time and pipeline data to proactively mitigate stockout risk.
Strengthened data quality controls and reporting transparency across operational and executive reporting cycles.

Eastern Cape Department of Health — Amathole District

District Supply Chain Manager

2014 – 2021 · 7 years

Managed an R900 million annual procurement budget for vaccines, pharmaceuticals, and medical equipment across 14 public health facilities — full PFMA and National Treasury Regulations compliance maintained throughout.
Negotiated key supplier contracts delivering ZAR 3 million in verified cost savings in 2015/2016, with more than 50% of procurement budget directed to BBBEE-compliant suppliers.
Directed a team of 22 supply chain professionals including direct line management of 4 Assistant Managers.
Delivered evidence-based analytical inputs to District Management on resource planning and budget allocation.

Eastern Cape Department of Health

Assistant Manager, Supply Chain Management

2007 – 2014 · 7 years

Coordinated, analysed, and planned departmental procurement needs across multiple facility types in the district.
Developed and maintained the supplier database — improving performance tracking and procurement visibility across the district.

Mercedes-Benz South Africa

Production & Logistics Operator

2000 – 2007

Credentials

Education & professional development

Postgraduate degrees
Master of Business Administration (MBA)
Nelson Mandela University
Postgraduate Diploma in Health Economics
University of Cape Town
Supply chain & procurement
CIPS Level 4 — Diploma in Procurement & Supply
Advanced Programme in Sourcing & Supply Chain Management — UNISA
Pharmaceutical Systems Strengthening Skills Exchange — USAID MTaPS
Data, BI & AI
Google Business Intelligence Professional Certificate — Coursera
Google Data Analytics Professional Certificate — Coursera
Google AI Professional Certificate — Coursera
Microsoft Azure AI-900 (in progress)
Global health
Introduction to Global Health — Stellenbosch University
Languages
English (fluent) Xhosa (fluent)

Publications & presentations

Presenter · IAS Conference 2025 · Kigali, Rwanda

Accelerating the elimination of congenital syphilis through dual HIV/Syphilis Rapid Diagnostic Testing in South Africa

Mfengwana T. International AIDS Society (IAS) Conference; 2025; Kigali, Rwanda. Presenting findings from South Africa's national RDT scale-up programme — including the procurement gap analysis and DHIS2 cascade analytics methodology that informed Gates Foundation Grant INV-067199 and NDoH national programme review.

Work with me

Ready to put 20 years of supply chain expertise to work?

Available for fixed-term TA contract roles, freelance project engagements, and fractional analytics leadership. Global health track and private sector health — remote and on-site across South Africa and sub-Saharan Africa.