Agricultural finance for smallholder farmers

Unlocking financial access for smallholder farmers.

LitFin Intelligence is extending senior agricultural and credit judgement to everyone in the chain, from the farmer to the lender, and connecting the de-risking tools Tanzania has already built.

A person always decidesWorks in Swahili and EnglishEvery figure shows its sourceStarting in Tanzania

Mwikila

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AI-generated. Not financial advice. A person always makes the decision.

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Why agricultural finance is hard

In agriculture, the scarce thing has always been judgement.

Telling whether a field will produce, and whether a season can carry a loan, takes decades on the ground and in the credit room. Few people hold that judgement, and none can be everywhere. The tools meant to reduce the risk of lending to agriculture were built one at a time, and nothing joins them.

The adviser

Two careers, one mind.

Close to three decades in banking and four decades in agricultural production stand behind his judgement. Mwikila, LitFin Intelligence's AI Senior Agriculture & Finance Consultant, carries both.

  • Reads the case in front of him, photographed pages included
  • Reasons about it the way a senior adviser would, and explains every conclusion
  • Gives the page or calculation behind each figure, and labels an assumption as one
  • Is not tied to any one AI model
Everyone a season depends on

No one party sees the whole chain a smallholder is financed through. The aim is for every party to see it, with evidence behind each part. Only the lender is served today; service for the other four is being built.

Farmers and their groups

For the farmer, and for the person who wants to become one: advice in their own language, and a group a lender can finance.

The insurer and the guarantor

A written view of what their cover stands behind.

The buyer

The commitment to buy, which is often what a value chain loan rests on.

The village-based agronomist

Advises farmers and verifies the plot, the inputs and the deliveries.

The lender

Appraisal, underwriting and risk analysis on agricultural credit files.

Where we are

What works today, and what does not yet.

We are an early-stage company in Dar es Salaam, with no customer logos to show yet and no figure we cannot source.

Appraisal

An appraisal engine for agricultural credit files

It answers the questions a file raises from the evidence in it, and writes the appraisal a credit committee can question line by line.

Practice

Practice before the money is at stake

Officers practise an appraisal from three seats: the borrower's, the officer's and the credit committee's. Mwikila plays the other side and explains where the work was thin, so judgement is built on practice files first.

Policy

A lender's own rules, made teachable

A lender writes modules on its own policy and products, held to the same standard as the core curriculum, so its own way of lending becomes something it can teach.

Working today

What a lender gets.

Underwriting and risk analysis

Done on the same file as the appraisal: whether the season can carry the loan, and what the file puts at risk.

No silent gaps

A page it could not read is listed as unread, and nothing is filled in for it.

English and Swahili

The file is worked, and the appraisal written, in the language the officer chooses, one language at a time.

With a lender's officers

Tested on agricultural files with officers from a major agricultural lender that plays a large de-risking role for agricultural loans in Tanzania.

Individual, group and portfolio

An individual loan, a group loan or a whole portfolio, each worked at its own level.

Being built, not live yet

Outward from the lender, along the chain.

The same judgement, extended to the group, the buyer, the cover, the people on the ground and the farmer.

The chain

Appraising a whole value chain as one case, so a lender sees every link a loan rests on.

Groups

Helping farmers form and run groups a lender can finance, with every member visible beneath the group.

The field

Village-based agronomists confirm on the ground what a file says, with Mwikila beside them.

Everyone in the chain

The same mind beside the farmer, the buyer, the insurer and the guarantor, each in their own language and on their own terms. Everyone on a chain sees the whole chain for as long as it runs: who is in it, what each has committed to, what has been checked and what each status rests on. A person's private details are open from the start only to the parties whose job is to assess them, such as the lender, under signed data and privacy agreements. For everyone else they stay closed unless that person opens them.

The season

Following a financed season as it runs, so a problem is seen while there is still time to act.

The de-risking tools, connected

Guarantee schemes, value chain and group lending, warehouse receipts and savings groups already exist in Tanzania. This is the layer that lets them be used together.

The rest of East Africa

A plan, not a service. The roadmap below gives the order.

The road ahead

Starting in Tanzania, built for East Africa

Depth in one country first, then breadth across the region.

Now

Tanzania

Tanzania only, and only the lender's side of the chain.

Next

The whole chain

Value chain and group finance appraised as one case.

Then

East Africa

The same service taken to the other East African countries one at a time, fitted to each country's rules and farming.

Goal

Financial access

A smallholder farmer financed on the evidence of her whole chain, in every East African country.

Partner with us

Help us connect agricultural finance.

We are looking for technology and delivery partners, development programmes and lenders to build the connecting layer with us. If that is you, we would like to hear from you.

Contact

Partnerships and onboarding

Lenders, guarantors, insurers, buyers, farmer groups and partners: write to us here.

hello@litfin-training.com
Support

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