01 - RESEARCH
Kernel Research
The evidence engine. Rigorous, independent, decision-ready impact evaluation and cost-effectiveness analysis.
02 - ACADEMY
Kernel Academy
School for jobs and entrepreneurship. Building the human capital and global connections that turn graduates into economic contributors.
03 - ACCELERATOR
Kernel Accelerator
Seed. Grow. Employ. Structured capital, mentorship and market access for the developing world’s most promising early-stage entrepreneurs.
04 - AI
AI for Development
Evaluating AI’s real impact, building local AI policy capacity, and ensuring developing countries lead the AI transition not just adopt it.
AI For Development
Ensuring AI Delivers Real Impact per Resource Invested
Artificial intelligence is reshaping how governments govern, how businesses grow, and how societies solve problems. Yet the governance structures, evaluation frameworks, and safety standards needed to ensure AI delivers real benefit and not harm remain almost entirely absent across the developing world. Kernel fills that gap.
Kernel applies its core model, rigorous evaluation, cost-effectiveness analysis, and decision-focused research, to ensure AI works in real-world, resource-constrained environments. AI is not an exception to Kernel’s model, it is where rigorous evidence and cost-effectiveness matter most.
PILLAR 01
AI Evaluation
We apply rigorous causal methods to AI deployments in public services, generating evidence on whether AI systems deliver measurable impact for the populations they are meant to serve, and at what cost.
PILLAR 02
AI Safety & Risk
We assess AI systems for risks specific to development contexts, where data gaps, institutional constraints, and accountability deficits create harm profiles that standard safety frameworks do not capture.
PILLAR 03
AI Governance & Policy
We build institutional capacity for responsible AI governance, designing regulatory approaches, procurement standards, and accountability mechanisms tailored to developing-country policy environments.
PILLAR 04
AI Practitioners Programme
We equip policymakers, analysts, and civil servants with the technical literacy and evaluation skills to understand, scrutinise, and govern AI systems, building the in-country capacity the AI transition demands.
KERNEL ACADEMY
Building Human Capital. Creating Careers.
Millions of graduates in the developing world face a wall of unemployment, not from lack of talent, but from a broken bridge between education and economic participation. Kernel Academy builds that bridge.
KERNEL Accelerator
Seeding Businesses. Employing Communities.
The developing world does not lack entrepreneurs. It lacks structured capital, mentorship, and market access that turns early-stage ideas into businesses that survive, scale, and employ others.
WHY KERNEL
Built Different. By Design.
Three commitments that set Kernel apart from every other research and development institute.
Impact-First, Always
Every study we undertake is anchored to a clear impact question. We do not produce research that sits on a shelf. Evidence that does not change decisions is not evidence, it is expensive documentation.
Rigorous & Independent
We apply rigorous research methods without bias, following the data wherever it leads, especially when findings challenge expectations. Our independence is non-negotiable and our methods are transparent.
Cost-Effectiveness is Our Core
We don’t stop at “Did it work?” We ask “Was it worth it and is there a higher-return alternative?” Cost-effectiveness is our decision framework, not an add-on, delivering real results backed by evidence.
Our Expertise
Eight Areas of Specialisation.
Across thousands of studies, evaluations, and policy engagements, we have built deep expertise in the areas that matter most for developing economies. Can’t see your sector? Get in touch.
01
AI & Digital Transformation
Evaluating what AI delivers, and governing it responsibly
03
Behavioural Science & Nudge Design
Low-cost, high-impact behaviour change that scales
08
Fragility, Conflict & Violence
Evidence-based programming in the world’s most difficult contexts
Our Expertise
Fragility, Conflict & Violence
Fragile and conflict-affected settings are where rigorous evidence is most needed and hardest to generate. Kernel has the methodology and field experience to produce decision-ready evidence even where standard research approaches are impossible.
Conflict Sensitivity & Programming
Conflict analysis, do-no-harm assessments, and evaluation frameworks adapted for fragile and conflict-affected operating environments.
Resilience & Humanitarian Response
Cost-effectiveness evaluation of resilience programmes and humanitarian response, which interventions produce the most durable recovery outcomes.
Violence Prevention & Social Cohesion
Evaluating violence prevention, GBV, and social cohesion programmes using methods adapted for sensitive and complex contexts.
Ready to Maximize Your Impact?
Whether you are a government, development organisation, funder, or entrepreneur, Kernel has a place for you.