Flagship research · In development

Maman Joia

Intelligence that reaches the last mile. An offline-first, multilingual decision-support platform for the community health workers who care for pregnant women across the DRC.

Scroll to read the story in six chapters.

01 · The scale
19,000

In 2023, about 19,000 women in the DRC died from causes related to pregnancy and childbirth. That is 7.2% of all maternal deaths in the world, level with India for the second-highest national total.

Source: WHO, UNICEF, UNFPA, World Bank Group and UN DESA, Trends in maternal mortality 2000 to 2023 (2025).

260 dots; 19 highlighted in amber

Each dot ≈ 1,000 of the 260,000 maternal deaths worldwide in 2023. Amber: the DRC.

02 · The connection
7 in 10

At the end of 2025, 69.5% of people in the DRC were not using the internet. Any tool that depends on a connection will fail exactly where it is needed most.

Source: DataReportal, Digital 2026: The Democratic Republic of the Congo.

100 squares; 30 lit, 70 dark

Each square is 1% of the population. Lit: online.

03 · The moment

One health worker. One decision. No signal.

Maman Joia is designed for a single moment: when a community health worker must judge whether a pregnant woman needs to be referred — far from a specialist, and beyond the reach of the network.

A signal fading with distance; a health worker beyond its reach
04 · The approach

Three design principles.

It works offline.The intelligence runs on the device and on the NKOD.IA Box, at the point of care, with no connection required.
It speaks French and Lingala.Health workers use the language they work in every day.
It supports judgment, never replaces it.Maman Joia helps with referral and maternal risk assessment. The decision stays with people.
05 · The program

Not an app. An implementation program.

A model is the easy part. Maman Joia is being built as six connected workstreams:

  1. Clinical workflow
  2. Interoperable data
  3. AI and validation
  4. Offline and edge deployment
  5. Public and community ownership
  6. Sustainable financing
Six connected workstreams123456
06 · The principle

Public health stays in charge.

Any deployment of Maman Joia will be placed under the authority of public-health officials. Nothing will be used with patients without validation and their agreement.

StatusIn development. Projects like Maman Joia are the kind of real problem the MSAI capstone is built around.

Sources

  1. WHO, UNICEF, UNFPA, World Bank Group and UN DESA/Population Division. Trends in maternal mortality 2000 to 2023. Geneva, 2025.
  2. DataReportal. Digital 2026: The Democratic Republic of the Congo.