SpektraBot Platform Overview
Executive Summary
SpektraBot is an AI-powered support platform that helps UK families and education professionals work through the Special Educational Needs and Disabilities (SEND) system. Built as a responsive web application, it provides instant, accurate guidance grounded in authoritative sources -- the SEND Code of Practice, local authority Local Offers, trusted national charity resources, and school SEND policies.
The platform serves two primary audiences: parents and carers seeking to understand their child's rights, processes like Education Health and Care Plans (EHCPs), and available support; and teachers and SENCOs (Special Educational Needs Coordinators) who need practical guidance on compliance, documentation, and best practice. An administrative layer gives system operators full visibility and control over the knowledge base, user management, support tickets, and platform analytics.
SpektraBot is developed by Spectrum Dynamics CIC, a Community Interest Company committed to making SEND navigation accessible to every family in England. The platform is currently in live pilot deployment, serving users with a feature-complete system designed for safety, privacy, and trust.
Platform Capabilities
AI-Powered SEND Guidance
SpektraBot provides real-time conversational support using an advanced self-correcting AI engine. Unlike simple chatbots, the system:
- Retrieves information from a curated knowledge base of authoritative sources before responding
- Cross-checks its own answers against source documents to prevent inaccurate information
- Adapts its communication style to the user's role and emotional state
- Provides inline citations so users can verify guidance against original sources
- Supports document uploads (PDFs, images) for personalised analysis of EHCP drafts, letters, and reports
- Filters outdated content (pre-2014 SEND Code references) to ensure current guidance
Role-Based Experience
The platform automatically tailors its responses based on who is using it:
- Parents and Carers -- Trauma-informed, plain-language guidance with emotional validation before problem-solving. Focuses on rights, processes, and practical next steps. Advocacy-oriented language helps families.
- Teachers and SENCOs -- Professional-oriented guidance with compliance frameworks, documentation templates, evidence-based strategies, and best practice recommendations.
- Administrators -- Full platform management with analytics, user oversight, support ticket handling, and content curation tools.
Authoritative Knowledge Base
SpektraBot's responses are grounded in a curated and validated knowledge base:
- National SEND legislation and statutory guidance
- Children's social services guidance -- looked-after children, Personal Education Plans, Virtual School Head duties, IRO role, foster carer rights, and the SEND/social services intersection
- Local authority-specific Local Offer content for each of England's 152 local authorities
- Trusted national charity resources (over 10 specialist organisations)
- School-specific SEND policies discovered automatically from school websites
- Data protection, safeguarding, and parental rights resources
- All content validated by administrators before inclusion
- Quality scoring and content freshness monitoring
Location-Aware Intelligence
The platform automatically personalises responses based on the user's location:
- Postcode-to-local-authority lookup determines the user's LA context
- Responses prioritise LA-specific Local Offer content, services, and contact information
- Child profiles linked to schools provide additional location context
- Statistical data enriches guidance with local EHCP, inspection, and tribunal outcomes
Automated Document Discovery
An intelligent web crawler continuously discovers and updates SEND-relevant content:
- Monitors local authority websites for policy changes across all 152 English LAs
- Tracks national charity publications and guidance updates
- Detects content changes for automatic refresh
- Ensures England-only content (excludes devolved nation variations)
- Content quality scoring and relevance filtering
School Policy Discovery
A parallel crawler system discovers SEND-relevant policies directly from school websites:
- Scans school websites across England for SEND policies and provision information
- Documents are automatically ingested into the knowledge base
- Admin interface for managing school crawl jobs and reviewing discovered content
- Integrated with the schools database for broad coverage
UK Schools Database
Integration with the Department for Education's official schools register provides:
- Data on over 52,000 schools across England
- SEND-specific information including SEN unit availability, resourced provision, and SEND population statistics
- Daily synchronisation to maintain accuracy
- Searchable by location, school type, SEND provision, and age range
- Ofsted inspection ratings with framework version tracking
Local Authority Data Intelligence
The platform enriches guidance with statistical data from official sources:
- EHCP/SEN2 statistics -- Assessment requests, timeliness of 20-week assessments, and plan numbers per local authority
- SEN primary need breakdowns -- Prevalence of ASD, SEMH, SLCN, MLD, and other need types per LA
- SEND tribunal statistics -- Appeal rates, outcomes, family success rates, and mediation data
- Area SEND inspections -- Joint Ofsted/CQC inspection outcomes per local authority
- Ofsted school ratings -- Inspection results with framework version tracking across all rated schools
Admin Analytics Dashboard
A full dashboard provides administrators with real-time operational insights:
- Key performance indicators with trend tracking (users, conversations, engagement, feedback)
- User growth and conversation volume charts
- Feedback sentiment analysis (user satisfaction tracking)
- Local authority knowledge coverage metrics
- User role and persona distribution
- Support ticket metrics and resolution tracking
- All data visualised with responsive, accessible charts
Support & Feedback System
An integrated support system enables users to get help and provide feedback:
- Users can submit support tickets across six categories (support, feedback, bug reports, feature requests, billing, and general)
- Ticket tracking with status updates (open, in progress, waiting on user, resolved, closed)
- Admin dashboard for ticket management, assignment, and internal notes
- Post-resolution satisfaction ratings
- Aggregated support metrics for service improvement
Children Profiles
Parents can create profiles for each child to receive more targeted guidance:
- SEND diagnosis and school information
- Linked to the schools database for location context and local authority detection
- Separate conversation threads per child
- Complete privacy isolation between families
Help System & Onboarding
New users are guided through the platform with persona-aware assistance:
- Three-step onboarding wizard tailored to parent or professional roles
- In-app help drawer with tips, limitations, and keyboard shortcuts
- Links to external support services (SENDIASS, IPSEA, Spectrum Dynamics)
- Clear AI disclaimer and safe boundaries communication
Evaluation Framework
A systematic evaluation system validates AI response quality:
- Bulk evaluation with location-aware and age-diverse test personas
- Assertion-based checks for accuracy and compliance
- Automated test user creation and cleanup
- Admin interface for evaluation management
Safety and Trust
Data Privacy
SpektraBot is built with privacy as a foundational principle:
- UK data residency -- All user data stored in UK-based infrastructure. The AI engine (Azure OpenAI GPT-4.1) processes data within the UK (UK South region).
- Encryption -- All data encrypted in transit (TLS 1.3) and at rest
- Minimal data collection -- Only data essential for providing the service is collected
- No third-party tracking -- Privacy-focused analytics (Umami) with no external advertising or profiling
- 90-day data retention -- Conversation data automatically deleted after 90 days
- Right to deletion -- Users can export all their data or delete their account at any time
- Complete audit trail -- Every data access and modification is logged for accountability
GDPR Compliance
The platform is designed for full UK GDPR and Data Protection Act 2018 compliance:
- Informed consent collected at registration with versioned consent records
- Data processing records maintained via full audit logging
- User data export available in standard format
- Cascading data deletion preserving only anonymised audit records
- Consent middleware enforced on all data-processing operations
Trauma-Informed Design
Every aspect of user interaction is designed with trauma awareness:
- Validation first -- The AI always acknowledges emotions before offering solutions
- Plain language -- Responses target a reading level accessible to all adults
- No pressure -- Users are never rushed or made to feel judged
- Safe boundaries -- Clear disclosure that this is AI assistance, not human advice
- Crisis protocols -- Immediate escalation to human services when self-harm or safeguarding concerns are detected
- Inclusive language -- Respect for diverse family structures, neurodivergent parents, and varied cultural backgrounds
- Advocacy-oriented -- Language helps families to advocate for their children's rights
Accessibility
The platform follows Universal Design for Learning (UDL) principles and WCAG 2.2 guidelines:
- Configurable font sizes and contrast settings
- Reduced motion mode for vestibular sensitivity
- Full keyboard navigation with screen reader support
- Light, dark, and system-matched theme options
- Copy functionality on all AI responses
- Message density options for reading comfort
Technical Architecture (High Level)
SpektraBot is built on enterprise-grade architecture designed for reliability, security, and scalability.
Key architectural features:
- Self-correcting AI -- The system verifies its own answers against source documents, retrying with refined queries when quality is insufficient
- Hybrid search -- Combines semantic understanding (vector search) with keyword matching (BM25) using Reciprocal Rank Fusion for thorough document retrieval
- Location-aware retrieval -- Automatically personalises content based on the user's local authority
- Real-time streaming -- Responses appear word-by-word for a natural conversational experience
- Horizontal scaling -- Auto-scaling infrastructure responds to user demand
- Multi-pod coordination -- Distributed architecture ensures reliability even during updates
- Full monitoring -- Azure Monitor and Log Analytics for operational visibility
Deployment Model
SpektraBot runs on UK-hosted cloud-native infrastructure:
- Serverless containers -- Azure Container Apps in UK South for reliability, scaling, and UK data residency
- Dual-layer backups -- Scheduled
pg_dumpto Azure Blob Storage plus point-in-time recovery on managed Postgres - TLS certificates -- Azure-managed certificates with automated renewal
- Network isolation -- Azure Container Apps environment boundaries and managed-identity scoping
- Health monitoring -- Azure Monitor metrics, Log Analytics workspace, automated health checks with self-healing
- Rolling updates -- Zero-downtime deployments via revision-based Container Apps
- Resource right-sizing -- Scale-to-zero eligibility on non-critical replicas; cost-efficient pilot operation
Current Status
SpektraBot is a live, feature-complete platform in active pilot deployment. Key metrics:
- 45+ frontend routes covering public information, user features, and administration
- 20+ API route groups with 110+ REST endpoints serving authentication, chat, knowledge management, analytics, support, and more
- 37 database models supporting the full data lifecycle
- 30+ automated tests covering unit, integration, and infrastructure testing
- 152 local authorities with automated content discovery
- 52,000+ schools synchronised from the Department for Education with Ofsted ratings
- 18 admin dashboard pages including RAG pipeline visualiser, prompt management, crawler control, support management, and school policy review
- 7+ analytics chart types with real-time dashboard insights and KPI trend tracking
- Dual-layer backup system with 6-hourly S3 dumps and continuous WAL archiving
- Prometheus monitoring with Grafana dashboards for operational visibility
- Support ticket system for user help and feedback management
The platform has been through multiple iterative improvement cycles covering chat UI extraction, admin dashboard visualisation, dark mode support, responsive design, knowledge base quality tooling, location-aware content delivery, LA statistical data enrichment, school policy discovery, support systems, application monitoring, and continuous AI pipeline refinement.
Roadmap Highlights
Future development priorities (subject to user needs and funding):
- Complete LA coverage -- Filling content gaps across all 152 English local authorities (51 currently with content, 103 pending)
- Mobile application -- Native mobile experience for on-the-go access
- Outcomes tracking -- Measuring impact on family and school outcomes over time
- Multi-language support -- Serving families whose first language is not English
- Integration with school systems -- Direct connectivity with school management platforms
- Enhanced analytics -- Deeper insights into SEND trends and service gaps at regional level
- Community features -- Connecting families with local peer support networks
- Alerting infrastructure -- PagerDuty integration for proactive incident response
About Spectrum Dynamics CIC
Spectrum Dynamics is a Community Interest Company (CIC) dedicated to using technology to improve outcomes for families working through the SEND system. As a CIC, Spectrum Dynamics is legally committed to operating for the benefit of the community, with an asset lock ensuring resources are used for social purpose.
SpektraBot represents the organisation's core mission: ensuring that every family in England can access accurate, empathetic SEND guidance -- instantly and at no cost.
For technical documentation, see the Technical Guide.