We are building the research, the platform, and the agentic AI to change that. Safe by design. Evidence by default. Built for the 638,745 children who deserve better than paperwork.
Does the support in this child's plan actually improve their life? Everything we build exists to answer that - from intake, through drafting, to the outcomes dataset that has never existed.
EP assessments, medical reports, parental statements. Our AI extracts and structures the clinical findings automatically - no retyping, no lost context.
RAG architecture retrieves relevant case law and guidance at generation time. No child data touches the model. Every statement sourced and cited.
Graph-based algorithms check that needs connect to outcomes connect to provision. Vague language gets flagged before it becomes a tribunal case.
Annual reviews feed structured data back in. Over time the platform answers, for the first time, which provisions produce results and which do not.
No platform in the UK links specific SEND provisions to whether children actually improve. We are building that dataset. The White Paper now requires councils to prove outcomes to access £6 billion in funding. This is not a feature - it is infrastructure they need by law.
Every existing tool faces the council only. Our portal gives families real-time visibility into plan progress, plain-English explanations, and provision status. The adversarial dynamic that drives £153M in tribunal costs starts with information asymmetry.
We process children's disability data. Our middleware enforces the ICO Children's Code at the technical layer: purpose-coded data tagging, algorithmic transparency records for every AI output, and automated screening that prevents the AI from disadvantaging the child it serves.
Policy literacy, frontline fluency, and the engineering chops to build production-grade AI for public services.
Legal advisory at The Commonwealth. Compliance at Clifford Chance. Frontline carer for individuals with learning disabilities and complex needs.
SEND domain specialist with frontline experience across three local authority teams: Lambeth, Newham, and Sandwell.
Software Engineer, Core Engineering (Authentication) at Goldman Sachs. Built RAG-powered AI systems and led the replacement of a 20-year-old authentication system across 800+ applications.
Working papers and briefings on SEND policy, AI in public services, and the evidence gaps we exist to fill.
"Every Child Achieving and Thriving" introduces ISPs, retains EHCPs, and ties £6B in deficit relief to outcomes evidence. What this means for councils, schools, and companies like ours.
Castro-Kemp et al. found that most EHCP outcomes are not functional. Ahad's review found no systematic tracking of provision effectiveness. The gap is not accidental, it is structural.
Everyone claims privacy by design. We explain what that looks like at the engineering layer: purpose-coded tagging, transparency records, and detrimental-use screening on every output.
Whether you work in a SEND team, run a school, care for a child with SEND, or invest in companies that solve hard problems - Sensol is pre-launch and we want to hear from you.