By Abdulrahman Otenyo

How Kenya’s digital farm-mapping and traceability initiative will transform sugarcane production, protect investment and connect the entire value chain.

For generations, sugarcane has sustained households, supported rural businesses and supplied factories across Kenya. Yet a basic set of questions has often been difficult to answer with confidence: who is growing the cane, where exactly is it growing, how much is likely to be harvested and which miller is entitled to receive it under the applicable agreement?

The impasse is not only a shortage of information. Farm records, production estimates, contracts, input advances and delivery records may sit in separate systems or paper files. When stakeholders cannot see a sufficiently complete and current picture of the cane resource, the consequences travel through the entire industry: disputed contracts, cane poaching, uncertain factory supply, costly harvesting delays and farmers struggling to demonstrate their productive capacity to lenders.

Sugar Visual Integrated Smart Technology for Agriculture (SugarVISTA) will address this information gap. Developed by the Kenya Sugar Board (KSB), the initiative is built around geospatial farm mapping, digital farm profiles, traceability and smarter contracting. Its promise is not just to digitise records, it is to create a stronger shared information foundation for decisions about cane production, contracts, finance and delivery.

In practice, the platform brings together four connected tasks: registering growers and their supporting details, mapping each farm using GPS points and boundary polygons, viewing mapped parcels alongside satellite imagery and recording the relationship between a grower, a farm and the relevant supply agreement. The strength is in connecting these records, rather than treating registration, mapping and contracting as separate exercises.

Its scale is very ambitious; SugarVISTA will register and map more than 400,000 farmers, achieve at least 80 per cent geospatial coverage, reduce poaching-related disputes by 30–50 per cent and enable more than 100,000 farmers to access formal financial services. This goes to show that digital mapping can become a practical management tool when it is grounded in field verification and built around the needs of farmers and mills.

From fragmented records to a visible sugar industry

A mapped farm linked to verified grower information, crop records and relevant contractual details can become a more useful unit for planning. Depending on the information collected and validated, a digital profile will include farm boundaries, acreage, cane variety, planting or ratoon history, crop age, estimated maturity, projected yield and the status of supply agreements.

When this information is kept current, stakeholders can ask more practical questions. How much cane is growing in a mill’s catchment area? Which fields are likely to mature in the next harvesting window? Where are supply gaps emerging? Which farms may need extension support and where is additional cane development required?

The platform’s usefulness will depend on the quality of the original fieldwork. Ideally, the boundary should be walked with the grower present and, where necessary, with a neighbouring grower or another locally trusted person available to help clarify the parcel. This gives the farmer an opportunity to confirm what is being mapped and helps surface boundary questions early, rather than allowing them to become larger disputes later. Satellite imagery can strengthen the picture, but it should guide verification, not replace it.

Mapping alone cannot prove land ownership, guarantee crop condition or make a yield estimate certain. Those conclusions require the appropriate documents, field checks and updated data. SugarVISTA’s value lies in connecting information that can be verified, showing where gaps or conflicts exist and giving authorised users a clearer basis for action.

What millers stand to gain

Tackling cane poaching and double contracting

Cane poaching is more than a dispute over where a truck delivers sugarcane. It can undermine the commercial arrangement through which a miller invests in a crop and expects to recover that investment when the cane is delivered. Millers may provide seed cane, fertiliser, land preparation, extension services or other support on the understanding that the resulting crop will supply their factory. If cane is diverted in breach of the relevant agreement, the miller may lose both the expected raw material and the return on its investment. Double contracting is especially damaging when two parties plan production, provide inputs or forecast factory supply based on the same cane.

The problem has been publicly raised by millers, farmers and government representatives. In October 2024, reports from western Kenya described concerns that cane diversion and the harvesting of immature cane were contributing to cane shortages and threatening factory operations. These events illustrate why better traceability must be paired with responsible cane development, sound contracts and enforcement.

SugarVISTA will help prevent disputes from remaining hidden until harvest. Before a new agreement is registered, authorised users will be able to check whether an active contract is already associated with the mapped farm parcel. If two millers appear to claim the same parcel, the system will flag the overlap for verification. A contract record will then be linked, where available, to harvesting authorisations, transport documentation and factory delivery records.

This creates a path from knowing where cane grows to being able to examine its contractual status and delivery history. Records must be accurate, authorised changes must be captured and disputes must be reviewed fairly. A farmer may legitimately change arrangements where the contract and law permit it. The system will distinguish a genuine duplicate contract from an expired, varied, transferred or otherwise lawfully changed agreement.

SugarVISTA will support administration and verification of these arrangement, it will not replace the agreements or the law. This aligns with the Sugar Act, 2024, which provides for sugar industry agreements between growers and millers, growers and out-grower institution and millers and out-grower institutions. Additionally, the Sugar (General) Regulations, 2025 prescribe relevant forms and requirements, including execution of applicable grower-miller agreements at least three months before the intended harvest.

Protecting outgrower investment

A miller’s cane-development investment is exposed when the farm, the grower, the support provided and the supply agreement cannot be reliably linked. A digital record will help show which parcel received support, what agreement governs the supply and whether competing claims need to be resolved before additional investment is made. This will give millers a stronger basis for managing exposure across large outgrower schemes and deciding where future support is justified.

Forecasting cane supply and improving factory utilisation

Factory capacity is only useful when enough mature cane is available at the right time. By linking mapped acreage with crop age, expected maturity, estimated yield and contract status, SugarVISTA will help millers estimate the cane they can realistically receive. Forecasts will inform harvesting programmes, factory receiving schedules, transport deployment, maintenance windows and plans for the next crop cycle, identify a likely shortage earlier, focus field interventions and cane development on the areas that need them and avoid some of the costs associated with poorly coordinated harvesting and delivery.

Harvesting, transport and input efficiency

Geospatial information can support practical scheduling: grouping nearby farms into harvesting windows, identifying access constraints, coordinating loading and transport, and reducing avoidable waiting between cutting and milling. Where field assessments or remote-sensing tools are integrated, possible crop stress can be flagged for follow-up. Millers will also be able to target seed cane, fertiliser and extension services to farms where timely intervention is likely to improve future yields.

Better control of advances and commercial risk

Where millers advance inputs or services against future cane proceeds, linked farm, contract and delivery records will improve visibility over the investment and its expected recovery. Subject to suitable integration, the miller will be able to track services provided, outstanding exposure and actual delivery against the relevant agreement. This will support more disciplined account management without guaranteeing recovery where crops fail or agreements are breached.

A more visible and bankable farmer

The most important benefit for farmers is having credible information about their productive asset that can be used to access services and make better decisions. Many smallholders have land and growing cane but struggle to provide lenders with the organised production records needed to assess agricultural risk.

A verified farm profile will document acreage, crop cycle, expected harvest period and production history, and where available, it will be supplemented with historical delivery tonnage, payment records and evidence of previous loan repayment. Together, these records will help a lender assess expected farm income more realistically than relying on a farmer’s estimate alone.

The same information will support more tailored extension services. Field teams and millers will be able to identify farms requiring agronomic follow-up, while suitable remote-sensing information will help flag possible crop stress for field verification. Better records will also help insurers identify insured parcels and assess exposure, subject to the insurer’s own requirements.

Farmers will benefit from clearer contracts, fewer unresolved disputes over the same crop, better visibility of services supplied on credit and more reliable harvesting coordination. Farmers will also be able to review and correct inaccurate records, understand how their data will be used and consent to sharing where required. When integrated with transparent delivery and payment records, the system will also help farmers keep a record of what was harvested, delivered and paid for.

How financial institutions will assess creditworthiness

Agricultural lending is difficult when a lender cannot readily verify the farm, estimate the crop or understand when income is likely to arrive. SugarVISTA will reduce some of that information gap by providing a structured source of farm and production data, subject to the farmer’s consent and appropriate data-sharing arrangements.

For example, a bank, microfinance institution, SACCO or agricultural lender considering an input loan will be able to examine verified acreage, crop stage, estimated production and the status of the farmer’s supply agreement. Where permitted and available, historical cane deliveries, payment statements, existing liabilities and repayment performance will be added to the assessment. The lender will then be able to compare the proposed loan with the farm’s likely net proceeds and consider a repayment schedule aligned with the crop cycle.

This will support seasonal input loans, working-capital facilities, equipment finance and insurance-linked products. Where lawful and freely agreed by the farmer, a lender and miller will be able to explore repayment from cane proceeds under a clearly documented arrangement. Such arrangements shall include transparent deductions and safeguards so that the farmer understands what will be withheld and retains the proceeds due after authorised charges.

Benefits for other industry stakeholders

Kenya Sugar Board and regulators

A more complete view of mapped acreage, grower-miller relationships and expected cane supply will strengthen sector planning and regulatory oversight. Authorised officers will be able to use relevant records to identify conflicting contracts, investigate delivery discrepancies and target verification where risks are highest. Aggregated information will also inform cane availability assessments, policy decisions and monitoring of the industry’s development. These uses depend on data quality, clear access rules and fair procedures for correcting errors.

The same evidence can strengthen wider sector planning. When aggregated and appropriately protected, mapped acreage and crop-maturity information can help the Board assess cane availability, identify areas where production is under pressure and evaluate where additional cane development may be justified. It can also contribute to more evidence-based discussions about domestic supply and import requirements.

Out-grower institutions and farmer organisations

Out-grower institutions will use verified farm and contract records to improve member registers, aggregate production forecasts, coordinate extension support and communicate more clearly with millers. Better records will also help them identify members who need assistance with registration, contractual clarification or production planning. Their role remains important in ensuring smallholders are represented and understand the arrangements affecting their cane.

Extension officers, researchers and agronomists

Farm-level information can help direct field visits and research towards practical production constraints. When linked to verified agronomic observations, soil information, weather data or remote sensing, SugarVISTA will help identify possible crop stress, compare performance across areas and target advice on seed selection, ratoon management, nutrition, pests and disease. Digital indicators will be treated as prompts for assessment rather than definitive diagnoses without field confirmation.

Transporters, harvesting teams and service providers

With appropriate access to relevant scheduling information, transporters and harvesting teams will coordinate assignments against expected crop maturity and delivery windows. This will reduce unnecessary trips, waiting time and congestion at receiving points. Service providers will also plan equipment and labour requirements more accurately, while maintaining the separation between operational access and confidential farmer or contract information.

County governments, investors and development partners

Aggregated, appropriately protected data will help identify where rural roads, extension services, irrigation, research, climate adaptation or other investments will have the greatest impact. Investors will use validated production information as one input into feasibility studies, while counties and development partners will better target support. SugarVISTA will complement and not replace financial due diligence, public participation, environmental assessment or other statutory requirements.

Food and beverage manufacturers, industrial sugar users and traders may also benefit from a more reliable picture of domestic supply. Better visibility of expected production and delivery can support procurement planning and help businesses assess when supply gaps may require alternative sourcing. Consumers will not use the platform directly, but they may benefit over time if better planning contributes to fewer avoidable supply disruptions and a more transparent route from the field to the mill. These are potential downstream benefits, not outcomes that mapping alone can guarantee.

Delivering SugarVISTA with millers and farmers

SugarVISTA will be implemented through thorough, sustained engagement with the people whose cane, contracts and livelihoods it will record. Millers, farmers, out-grower institutions, farmer organisations, county governments, financial institutions and extension providers will each have a role in shaping how the platform works before it is used at scale.

The Kenya Sugar Board will hold structured engagements with millers to agree how farm, contract and delivery information will be shared, who will be authorised to see what, and how the platform will connect with existing miller systems. In parallel, the Board will work with farmers directly through farmer organisations, out-grower institutions and community forums in the cane-growing zones. These sessions will explain what information will be collected, why it matters, how it will be protected and how farmers will review and correct their own records.

Kenya also has a practical starting point in the grower information already captured through MkulimaOnBoard. Subject to data-quality checks, appropriate permissions and clear rules for use, existing grower records can help field teams identify the people who need to be linked to mapped parcels, reducing unnecessary duplication. The field workforce and local relationships built through previous registration exercises can also inform the approach to training, mobilisation and verification. SugarVISTA wi build on these foundations where they are fit for purpose, while keeping farm mapping and contractual verification as distinct checks.

Farmers’ and millers’ feedback will be recorded and acted on. Where a concern points to a design problem, such as a form that is difficult to complete, a boundary that is hard to confirm or a permission that is unclear, it will be corrected before the platform is expanded.

The engagement must also address the questions that determine whether people will trust the platform: who can view a farmer’s identity and parcel details; whether a miller can see only the records relevant to its legitimate role; how a grower can correct an error; and how a disputed boundary or contract will be reviewed. Clear, plain-language explanations, accessible support and properly controlled access are not administrative extras. They are part of the conditions for adoption.

SugarVISTA Beta testing

The Board will soon launch the beta testing of SugarVISTA in a limited number of selected mill catchment areas. The beta will test the platform in real field conditions i.e how accurately farm boundaries are captured, how well the offline-first data capture works in areas with weak connectivity, how reliably contract overlaps are flagged and how easily farmers, field officers and miller staff can use the tools. Trained field teams and participating millers and farmers will work with the platform and report what works and what does not.

The beta will be deliberately small so that problems are found and corrected early, before they can affect large numbers of growers.

Field testing will need to look beyond whether the software opens and saves a record. Teams will check whether the mapped boundary reflects the parcel on the ground, whether data can be captured without a continuous internet connection and synchronised when service returns, whether duplicate or conflicting claims are flagged in a way users can understand and whether farmers can receive confirmation of their details. Random ground checks and a clear process for correcting errors will help distinguish a completed digital form from a reliable farm record.

Piloting

Lessons from the beta will shape a wider pilot across more mill zones, covering different cane-growing conditions, farm sizes and miller types. The pilot will test the platform end to end: farm registration, linking of farmers to contracts, forecasting of cane supply, treatment of disputed or overlapping claims and, with farmers’ consent, the sharing of verified records with lenders and other service providers.

Pilot results will be measured against clear indicators, including the share of acreage accurately mapped, the proportion of contracts linked to verified parcels, the accuracy of forecasts and the time taken to correct records. Independent measurement will separate verified results from stated targets and the findings will be shared with participating stakeholders.

National roll-out

Once the pilot confirms that the platform performs reliably and is trusted by users, SugarVISTA will be rolled out nationally, zone by zone, in a phased sequence agreed with millers, farmer representatives and county governments. Each phase will be supported by training for field officers and miller staff, farmer sensitisation before registration begins, a support channel for questions and corrections, and continuing quality assurance. The national roll-out will build on what the beta and pilot teach, so that each new zone starts with a tested approach rather than a first attempt.

The pace of expansion should follow evidence rather than pressure to report rapid coverage. A phased approach allows the Board and participating millers to correct problems in one zone before repeating them elsewhere. It also gives farmer organisations, out-grower institutions and county governments time to help explain the system, support growers whose records are incomplete and raise issues affecting tenants, leased land or farms managed within families. Inclusion matters: the easiest parcels to map should not become the only parcels represented.

Rewarding farmers: tracking and awarding bonuses

As SugarVISTA matures, it will become a platform not only for recording farm and delivery information but also for recognising good performance. Because the platform will hold verified records of what each farmer delivered, when and in what condition, it will provide the evidence needed to track performance transparently and to award bonuses fairly.

Bonuses will be built on measurable, verifiable indicators agreed in advance with farmers and millers. These will include consistent delivery of cane to the contracted miller, delivery of mature cane at the right time, improvement in yield over successive seasons, adherence to agreed good agronomic practices and honouring of contractual commitments. Each farmer will be able to see their own record, understand how it earns rewards and follow progress through the season.

Bonus schemes will be governed by published criteria, funding agreed with the parties that provide the rewards, and the data protection safeguards that apply to all farmer information. Bonuses will complement, and will never replace, the payments and terms already due to farmers under their sugar industry agreements. Over time, a consistent record of reward-earning performance will also strengthen the farmer’s standing with lenders, with the farmer’s consent.

Conclusion: connecting the field to the future

Kenya’s sugar industry will not become more competitive through factory investment alone. It also needs productive farms, fair and enforceable contracts, timely harvesting, reliable finance and credible information about the cane that sustains every mill.

SugarVISTA offers a chance to connect these parts of the value chain. It will help protect millers’ investment in outgrower schemes, make overlapping contracts easier to detect, give farmers a stronger record of productive capacity, help financial institutions assess agricultural risk and provide regulators and service providers with a clearer picture of the sector.

Its promise is that farmers, millers, lenders and public institutions can make better decisions when they work from accurate, current and responsibly shared information. The value of SugarVISTA will ultimately be measured in stronger farmer livelihoods, more predictable cane supply, more responsible investment and a sugar industry that competes through productivity and trust rather than uncertainty.

SugarVISTA: Seeing the farm. Verifying the contract. Financing the farmer. Strengthening the mill. Transforming the industry.