Kenya · Dairy sector
Where should we invest in capability?
54%
Capability readiness
Illustrative pilot baseline
How assessed farmer capability compares with the capabilities required for productive and sustainable dairy farming.
100
Farmers assessed
8
Core capabilities
1–2
Partner cooperatives
Where are the critical gaps?
- Manure & Waste Management36%
- Digital Dairy Management39%
- Climate-Smart Dairy Farming43%
- Farm Business Management51%
- Feed & Nutrition54%
- Animal Health & Welfare66%
- Milk Hygiene & Quality78%
Illustrative POC data
Priority
Feed & Nutrition Management
89%
below required proficiency
Accelerator insight
Start with Feed & Nutrition.
Most assessed farmers are below the required proficiency level. Existing learning can address much of the knowledge gap, but practical application and farm-based validation remain limited.
89%
Below target
75%
Learning coverage
Illustrative
32%
Practical evidence coverage
Illustrative
Recommended intervention
Adapt existing learning.
Add farm practice.
Build validation capacity.
Is the programme working?
100
Assessed
87
Development pathways
79
Practice completed
71
Capabilities validated
+14 pts
Capability readiness
Illustrative POC data
One system. Three questions.
Individual
What does this person need?
Assessment → Gap → Development → Evidence → Capability
Programme
Is our intervention working?
Cohorts → Progression → Validation → Outcomes
Sector
Where should we invest?
Roles → Regions → Capability gaps → Priorities → Interventions
Accelerator insight
Feed & Nutrition represents the highest-leverage capability intervention for this cohort.
89% of assessed farmers are below target proficiency.
Existing learning covers approximately 75% of the knowledge requirement, while practical evidence coverage remains limited.
Recommended action
Prioritize farm-based practice and validator capacity before creating additional introductory content.
Deterministic POC insight — no live AI
Did capability change outcomes?
Investment → Development → Capability → Practice → Outcome
Productivity
- Milk yield per cow
- Feed efficiency
Quality
- Milk rejected or lost
- Milk hygiene compliance
Business
- Farm records adoption
- Gross margin / income proxy
Climate
- Climate-smart practices adopted
- Estimated emissions intensity
Pilot outcome indicators — to be measured
East Africa dairy capability
Kenya → County → Cooperative → Role → Capability → Population → Individual
Future portfolio illustration