FARMWORKS · EAST AFRICA

The AI operating system for African food.

One algorithm. Five years of proprietary data and a closed-loop AI engine recalibrating prices, allocation, and inventory across every node, every day.

Live · 100M+ transactions Built in Kenya Scaling regionally
6,000 smallholder farmers/ 25,000 B2B retailers/ 45 smart branches/ 70% reduction in post-harvest loss/ +48% farmer income increase/ 400+ jobs · 65% women · 80% under 30/ 6,000 smallholder farmers/ 25,000 B2B retailers/ 45 smart branches/ 70% reduction in post-harvest loss/ +48% farmer income increase/ 400+ jobs · 65% women · 80% under 30/
WHAT FARMWORKS IS

An AI-native platform that organizes the world's most fragmented market.

FarmWorks is the operating system that connects smallholder farmers to formal and informal markets, through an intelligent branch network, running on five years of proprietary data and a closed-loop AI decision engine. We are the largest aggregator and distributor of fresh produce in Kenya today.

01 / INTELLIGENCE

The brain.

Proprietary AI engines for pricing, allocation, demand forecasting, and discounting. Recalibrating daily across every node.

FOUR ENGINES · DAILY RECALIBRATION
02 / NETWORK

The rails.

45 smart branches and growing, optimized logistics, and a central packhouse. The physical infrastructure the algorithm runs on.

45 BRANCHES · OWNED FLEET
03 / DATA

The asset.

Five years of farmer, yield, market and customer data. Our intelligence asset that compounds to help us scale efficiently.

100M+ LABELED TRANSACTIONS
04 / TRUST

The relationship.

Reliable income for farmers. Consistent quality supply to the market. A relationship informal brokers cannot replicate.

+48% FARMER INCOME
THE INTELLIGENCE LAYER

Four AI engines. One closed-loop system.

These are the engines doing the work that 99% of African agriculture still does manually. Every day, touching every farmer, and across every branch.

Demand Forecasting
LIVE

Five years of transaction history predicts next-day demand per crop per branch. Feeds the allocation engine and farm-gate buying.

Pricing Engine
LIVE

Sets daily prices for every SKU across all 45 branches. Inputs: buying price, demand signals, inventory age, target margin. No salesperson discretion.

Allocation Engine
LIVE

Distributes packhouse inventory across branches daily based on live stock levels, expected next-day sales, and total supply available.

Discount Engine
LIVE

Rule-based discounting on order size, customer type, competitor pricing, and overstock conditions. Replaces negotiation with policy.

The moat is not the code.
The moat is the data the code runs on.

Five years · 100M+ labeled transactions
SMART BRANCH ARCHITECTURE

One brain. 45 nodes. Real-time data flowing both ways. Every minute of every day.

01

Branches transact

Sales, prices, stock levels, customer behaviour, all logged at the SKU level across 45 nodes.

02

Data flows to HQ

Farmer supply, branch sales, live inventory. All piped into the central decision layer in near real-time.

03

AI recalibrates

Pricing, allocation, and discount engines run nightly. The next day's plan is generated before sunrise.

04

Decisions push back

Daily prices per SKU, stock allocations branch-by-branch, discount rules by customer. All pushed to every node.

05

Margins improve

The loop runs again. Every day. Across 45 branches. Margin compounds with scale.

OUR CONTRARIAN VIEW
Let there be income first. Let there be economics first. Then, and only then, will there be real, lasting climate impact.
Yi Li · Co-founder & CEO · TED Countdown, 2025
THE STANDARD SEQUENCE

Train, hope, measure.

1Train the farmer in climate-smart practices
2Wait for behaviour to change
3Hope yields go up
4Hope a market exists at harvest
5Try to measure climate impact
SLOW UPTAKE · FEW FARMERS REACH STEP 5
FARMWORKS · THE INVERSE

Buy, pay, then build.

1Guarantee the market. Buy what the farmer grows.
2Pay on time, at a fair and transparent price.
3Watch farmer income stabilize.
4Add inputs, training, agronomy on top.
5Climate behaviour follows as a rational investment.
+48% INCOME · 91% CHANGED CLIMATE PRACTICE
+48%
Farmer net income, 2022 to 2024 (IDH longitudinal study)
91%
Of farmers report changed practice since joining (60 Decibels Survey, N=220)
70%
Reduction in post-harvest loss vs. Kenyan industry average
400+
Jobs created across the network, with women and youth at the center

“I am comfortable knowing that I have somewhere to sell my produce, so I focus more on farming. There is no greater joy to a farmer than that.”

FEMALE FARMER, 60 · 60 DECIBELS SURVEY

“Before, I had to leave very early and travel far to buy stock, and it would take up a big part of my day. Now I can get everything close to my stall. It saves me time, and I can focus on selling instead of running around.”

FEMALE CUSTOMER, 32

“With more money made from my crops, I can now invest in better fertilizers and better protect my soil health.”

MALE FARMER, 42 · 60dB

“The quality is consistent. I don't have to worry if today's produce will be worse than yesterday. And if there's ever an issue, I can just tell your team and it gets sorted. That gives me peace of mind when I'm doing business.”

FEMALE CUSTOMER, 38

“I have enough food to feed my family. This has helped to reduce the cost of buying food in the market.”

FEMALE FARMER, 48 · 60dB
SISTER NON-PROFIT

Feeding minds, not just stomachs.

The same conviction we apply to farmers, applied to children. Build capacity, not charity. A one-time grant of $1,500 to $3,000 funds a school kitchen, equipment, and cook training. After that, parents pay about $1 per child per week for five hot, locally-sourced meals.

Malaika operates independently, connecting schools to local maize, beans, rice, and vegetable suppliers, extending the same logic that runs FarmWorks. Local supply, local agency, financial sustainability over donor dependency.

2M+
Meals served to date
ROI per dollar invested
20%
Improvement in academic performance
$1/wk
Cost per child for 5 days of meals
MEDIA & SPEAKING

Where you've seen us.

From the TED Countdown stage to the case studies that shape how the field thinks about catalytic capital, women-led African logistics, and income-driven climate impact.

TED · COUNTDOWN 2025

The Missing Piece in Climate Action: It's Not What You Think

Yi Li's TED Countdown talk on income-driven climate change. The case for putting income before behaviour change, built on five years of fieldwork in Kenya and the data behind FarmWorks.

Watch on TED.com →