How AI matches policies to incidents
When an incident is submitted, Signal’s AI analyses the description and compares it against all the policy documents your school has uploaded. The AI looks at the content of both the incident and the policies to determine which ones are most relevant. For example, if a staff member records a concern about online bullying, the AI might match it to your school’s anti-bullying policy, online safety policy, and safeguarding policy.What you see
When viewing an incident, you see a list of the policies that the AI has matched. For each matched policy, Signal shows:- The policy name — so you can quickly identify which document applies
- Relevant excerpts — key passages from the policy that relate to the incident, so you can see the applicable guidance at a glance
Viewing the full policy
If you need more detail than the excerpts provide, you can click through to view the full policy document. This opens the complete document so you can read the relevant sections in full and follow the procedures laid out by your school.How matching works
Signal uses semantic embedding and vector similarity to match policies to incidents. This means policies are matched based on conceptual meaning rather than exact keywords — the system understands the intent behind both the incident and the policy. For example, an incident describing a child being left unsupervised would match a neglect policy even if the word “neglect” does not appear in the description. Key factors that influence matching:- The incident description — more detailed descriptions lead to better, more specific policy matches
- The policy content — policies with clear, detailed text are easier for the AI to match accurately
- Policy categories — the category helps the AI narrow down which policies are most likely relevant
Benefits
Consistent guidance
Every staff member sees the same relevant policies for the same type of concern, ensuring a consistent response across your school.
Faster response
Staff do not need to search through shared drives or filing cabinets. The right guidance is surfaced instantly alongside the incident.
Better compliance
Incidents are automatically linked to the policies that govern your school’s response, supporting Ofsted readiness and statutory compliance.
Continuous improvement
As you upload more policies and update existing ones, the AI matching becomes more accurate and comprehensive.
Policy matching is a suggestion to help staff find the right guidance. Staff should always use their professional judgement and consult their DSL if they are unsure which procedures apply to a particular concern.
