
THE FINANCING FRONTIER.
The clearest shift at Skoll this year: domestic financing, not donor funding, is where durable CHW programs are built.
In our session co-hosted with the Skoll Foundation, From Pilot to Policy: Community Power in Public Systems, two country examples made this concrete—and they pointed in different directions.
In Guinea, ten municipalities pooled roughly $350,000 of their own revenue to put CHWs on payroll. One mayor used market tax income to fund 35 workers serving 25,000 people. The first paychecks go out June 1.
In Côte d’Ivoire, the money is already there. The government covers 51% of CHW costs, but the sector rarely counts it. That undercounting makes genuine government ownership look like donor dependency.
Together, the cases reframe the financing question. Guinea shows that local revenue can be mobilized where none was assumed to exist. Côte d’Ivoire shows that domestic investment is already happening but going unrecorded. There is more money in the system than the narrative suggests. The work now is making it visible, replicable, and politically sustainable.

AI BELONGS INSIDE THE SYSTEM, NOT ALONGSIDE IT
The same implementation pressures are shaping how AI tools are being introduced into community health.
On the sidelines of Skoll World Forum, we convened a working session with CHW-implementing NGOs, technology partners (including Google and Anthropic), and funders on what it takes to move AI beyond pilots and into systems.
The answer kept surfacing: the bottleneck isn’t the technology. It’s who shapes it. CHWs are still rarely involved in designing the tools built for them. Data flows upward but rarely back to the people collecting it. And most AI pilots are still running alongside public systems rather than inside them.
One phrase captured the room: “You can’t AI your way out of a broken system.”
The tools that work are built by people who understand how CHWs actually operate, and designed to strengthen public systems rather than route around them.


As Maureen Akomo Wauda, a CHW from Migori County, Kenya, reflected during the week: “When the system is working well, I feel connected to it… When there is a problem with the system, I feel the gap immediately.”