Jabali Agent Networks · Research and design

The people a community already trusts.

The chiefs, health volunteers, traders and creators a community already relies on, given AI and a verified record. We design these networks with governments, funders and the communities themselves. Studio Mtaani is the one that became a product.

Every network issues the same thing: an economic identity, through the people a community already trusts.

Trusted hubAgentVerified record
01 · What an agent network isThe method

Trust that already works, made visible and paid.

Every community already has people it relies on. An agent network equips them with a record and with AI, and never replaces them.

ANetworks that already work

Start with the people communities rely on. Never replace them; equip them.

BAI that scales the trust

AI agents work alongside human ones, sensing, verifying and paying, so a local network can run at national scale.

CInfrastructure Africa owns

The data stays with the people who create it. Each network becomes an ecosystem with its own business and mandate.

Built so that an agent, human or AI, can act for the earner and never instead of them.

02 · The networksBuilt once, pointed at the next sector

Built once. Pointed at the next sector.

Creative economy · KenyaStudio MtaaniProduct · pilot live

Creators as the network: verified identity, a rights record with co-signed splits, an income graph and payouts on one record, on WhatsApp, registered to the National Rights Registry. The agent network that became the product. Go to Studio Mtaani

Issues the same economic identity.

Climate and public administrationClimate and public administrationReference network

The most developed agent network the practice has built and the foundation it grew from: field agents, verified reporting and AI support for public administration and climate response.

Issues the same economic identity.

Maternal, child and nutritionCommunity healthDesign engagement

WhatsApp support for community health volunteers, designed with the public health system on the foundation proven in the reference network.

Issues the same economic identity.

Information integrityInformation integrityResearch programme

Humanitarian volunteers keeping people in the loop as AI responds to information disorder; the shared identity rail beneath every network.

Issues the same economic identity.

Contract-to-cash creditSmall-business creditDesign engagement

Turning contracts, invoices and marketplace sales into bankable records, so small enterprises invisible to credit become bankable.

Issues the same economic identity.

The next networkYoursOpen challenge

Point the shared foundation at the next trusted network. New sectors plug in with no rebuild: identity, records, payments and measurement come ready.

Issues the same economic identity.

03 · Networks that talkInteroperability

Networks that talk to each other.

An identity issued in one network is read by the next, within the consent the earner set. That is how a record becomes an economy.

Identity railCreator networkTrader or venue networkLive in the pilotLaunch waveAI agentAI agentConsentLender
Live in the pilot · one identity, four readers

One identity, issued in Studio Mtaani, registered nationally, reconciled by the collector and answered to a lender. One record, one consent.

Launch wave · agents acting for the earner

A creator's agent settles a show with a venue's agent. A collector's agent reconciles the play. A lender's agent prices a loan on twelve months of verified income. The earner set the rules once.

Same identityIssued once, recognised across networks, because it is keyed to the national ID and open identifiers and written to a national registry.
Same consentOne permission model for every reader, human or AI: purpose, scope, revocable, logged.
Same railMoney resolves to the identity in every network, so value moves between sectors without a new integration.

The live case is measured in the December evidence pack. The next case is the launch wave.

04 · How a network gets builtOne method, four moves

One method, four moves.

  1. 01Map the trust

    Field research with the people the community already relies on: who they are, what they carry, what they are owed.

  2. 02Design the record

    Identity, activity and money made visible with consent, in the tools the network already uses.

  3. 03Prove it in the field

    A pilot with real agents, hypotheses, gates and independent measurement, so the evidence stands up.

  4. 04Set it free

    A national standard, a business the community shares in, and data that stays at home.

Bring the next challenge.

You bring a sector and the people it already trusts. We design the network and the record, and the identity works with every other network.