By Folu Adebayo
In the United Kingdom, a family waiting for an autism assessment through the National Health Service will wait, on average, between two and five years.
Two to five years of watching a child struggle in a classroom that does not understand them. Two to five years of fighting for support that requires a diagnosis to unlock. Two to five years of being told by a system designed to help: we see you, but we cannot reach you yet.
I know this world intimately. My son Tade is autistic. I founded the Tade Autism Centre and the Autism Treatment Support Initiatives a registered UK charity because I lived the distance between what families need and what institutions provide. That distance is not measured in miles. It is measured in years of uncertainty, in children falling behind, in parents carrying a weight the system was supposed to share.
But my story does not end there. Because in parallel to that personal journey, my professional life took me somewhere I did not entirely expect.
Today, I serve as AI Risk and Governance advisor for several organisations including the very institution whose waiting lists I have navigated as a parent. I spend my days thinking about how AI is developed and deployed in consequential environments. About accountability. About explainability. About what happens when automated systems make decisions affecting vulnerable people without adequate human oversight.
One day, those two worlds the mother and the technologist asked each other a question.
If artificial intelligence can be deployed responsibly, with clinical rigour, with absolute transparency about its limitations, and with genuine safeguards could it help families while they wait? Not to replace the clinician. Never that. But to help a parent understand what they are observing in their child. To help them articulate it clearly. To point them toward the right pathways and the right organisations while the formal system catches up.
That question became Neurohelp.ai.
It is a free AI-powered autism assessment and support navigation tool. It applies DSM-5 and ICD-11 clinical frameworks the international gold standards for autism assessment to generate personalised pre-clinical reports. It includes NHS signposting, education and legal rights guidance, and a GP referral letter, available in ten languages, across five age stages from eighteen months to adulthood.
Every design decision was made through a governance lens. It is transparent about what it is and is not. It does not diagnose. It does not replace qualified clinicians. It helps families find their voice in a system that rewards those who already know how to navigate it and leaves everyone else behind.
I want to be direct about why these matters beyond the United Kingdom.
Across Africa, the gap between neurodevelopmental need and clinical capacity is even wider than in the UK. In Nigeria, as in many African countries, autism awareness is growing but diagnostic services remain scarce, culturally complex, and geographically concentrated in major cities. A mother in Kano or Enugu navigating concerns about her child’s development faces not just a waiting list but an entire system that may not yet have the language or the infrastructure to meet her.
Technology cannot substitute for systemic investment in health and education. That requires political will, policy commitment, and sustained funding. But technology, built responsibly and made freely available, can reduce the isolation of waiting. It can put knowledge in the hands of families who currently have none. It can help a parent walk into a doctor’s appointment with a clear, clinically framed picture of what they have been observing rather than struggling to find words for something they have felt but never been able to name.
Neurohelp.ai is built by someone who has been that parent. And who also knows, professionally, what responsible AI looks like.
It launches soon at neurohelp.ai. It is free for every family. In every language. At every stage of life.
Because no parent in London, in Lagos, or anywhere in between should have to wait years to feel understood.
Folu is a Tech leader, AI Architect and founder of Neurohelp.ai and Tade Autism Centre
