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Opian Health
National deployment · live since 2022

Ethiopia

Opian's anchor deployment. ForLab+ is in daily use across all 11 regions and 2 city administrations, supporting quarterly supply planning and real-time facility-level decision-making across 5,100+ health facilities.

Facilities
5,100+
Connected through ForLab+
Users
~7,000
Planners, pharmacists, clinicians
Coverage
13
Regions + city administrations
Since
2022
National live deployment

Photograph · EPSS central warehouse, Addis Ababa. Photograph to be commissioned.

EPSS central warehouse, Addis Ababa. Photograph to be commissioned.

Photograph · Regional Health Bureau team reviewing quarterly supply plans. Photograph to be commissioned.

Regional Health Bureau team reviewing quarterly supply plans. Photograph to be commissioned.

Photograph · Primary health care unit, rural woreda. Photograph to be commissioned.

Primary health care unit, rural woreda. Photograph to be commissioned.
Geographic reach

Where ForLab+ operates

ForLab+ is active in all 11 regions and 2 city administrations of Ethiopia. Regional coordination hubs manage facility onboarding, training, and ongoing support.

Detailed facility-level mapping is available on request.

AmharaAfarOromiaSNNPRSomaliAll regions active
Scope

Programs covered through ForLab+

HIV/AIDS

Tuberculosis (TB)

Malaria

Maternal & Child Health (MCH)

Partners

Government and implementing partners

National government
Ministry of Health
Ethiopian Pharmaceutical Supply Service (EPSS)
Development partners
Bill & Melinda Gates Foundation
Global Fund
Workforce

~7,000 active users across three tiers

Pharmacists, planners, and clinicians across the facility, regional, and national levels rely on ForLab+ for supply planning and decision support.

~3,200
Pharmacists
Facilities submitting quarterly forecasts, managing stock
~1,800
Facility-level planners
Supply managers, coordinators, supervisors
~2,000
Regional & central staff
Coordinators, supervisors, national analytics

Note: User counts are approximate and updated quarterly. Roles overlap — many users perform multiple functions.

Evidence

Supply plan completeness, quarterly

Every quarter, ForLab+ aggregates facility-level supply plans into a single national view. Completeness has risen from ~70% in late 2021 to 94%+ in Q1 2026.

97%89%81%73%65%Q4 2021Q4 2022Q4 2023Q4 2024Q4 2025Q1 2026
Source: ForLab+ national aggregate, 2021–2026.

Stockout risk

2021 baseline
6.5%
Q1 2026
3.1%
-3.4 improvement

Forecast accuracy

2021
18% MAPE
Q1 2026
7.1% MAPE
-10.9 improvement

Planning cycle time

2021 avg
12 weeks
Q1 2026
7 weeks
-5.0 improvement
All values rounded. Source: ForLab+ telemetry and MoH planning reports.
Measurement

Metrics that moved since launch

Supply plan completeness

Before

~70% (Q1 2024, pre-ForLab+)

After

94%+ (Q1 2026)

94%+

Stockout risk reduction

Before

Baseline (Q1 2024)

After

Q1 2026

—3.4 pp

Forecast accuracy

Before

Measured against actual dispensing

After

Within acceptable range (Q4 2025)

±7.1%

Quarterly planning cycle compression

Before

12–14 weeks (manual reconciliation)

After

6–8 weeks (automated)

~40%
Field feedback

Quotes from the field

"We used to look at spreadsheets EPSS sent and check them in Excel. Now I see my data live, I see what facilities submitted, and I can ask the real questions—why is this facility's consumption pattern unusual? That's the decision I need to make."

Regional Pharmacy Coordinator, Oromia Region
(Anonymized)

"Before, we'd fill out the forecast and hope it was right. Now we have numbers we understand and can stand behind. When the allocation comes back, we understand why."

Facility Supply Manager, Addis Ababa
(Anonymized)
5,100+
Facilities reporting
13
Regions + city administrations
Since 2022
National live deployment
Next phase

Upcoming work in Ethiopia

Link rollout to select hospitals

Link v1.0 testing begins Q2 2026. Planned deployment to 15–20 regional referral hospitals and specialty centers in Addis Ababa by Q4 2026.

Deeper DHIS2 integration

Automatic sync between ForLab+ and DHIS2 for facility-level performance reporting, reducing manual data entry and improving data freshness.

Regional analytics capability

Equip regional health bureaus with direct query access to ForLab+ data, enabling them to build custom dashboards and run analyses independently.

Learn more about Ethiopia

Download the Ethiopia country brief for detailed metrics, facility maps, and implementation timeline.

PDF, 2.1 MB. For printable maps and facility-level deployment status, contact us.

Last reviewed: April 2026