The Platform Behind
the Assistant
Built on AWS for higher education — a secure, multi-model micro-agent platform powering automation, analytics, and student success.
Architecture Layers
Three intelligent layers power the SXP Platform — unifying experiences, orchestrating AI agents, and transforming institutional data into actionable AI knowledge — all with safety, analytics, and compliance built in.
Unified Experience Layer
Unifies campus systems, websites, and AI tools into one seamless student experience — performing intent detection and micro-agent selection to deliver the right support instantly.
Micro-Agent Layer
Powers and governs micro-agents — each built for specific workflows, policies, and AI tasks. Supports mixed-model orchestration and includes pre-built HE agents for rapid deployment.
Data & Knowledge Layer
Ingests and integrates data from institutional systems — including websites, VLEs, timetables, and student records — enabling the assistant to retrieve accurate, up-to-date information when needed.
Micro-Agents
At the core of SXP are micro-agents — intelligent, modular AI units that power automation, personalisation, and insight.
Micro-Agents:
A Platform Built for Change
Our micro-agents deliver scalable automation — each built for specific workflows, policies, and AI tasks — combining policy-driven safety, model flexibility, and rapid extensibility.
The Power of Micro-Agents:
- Built for Any LLM — each micro-agent can use any LLM, Amazon Bedrock, Anthropic, ChatGPT, or your own.
- No Vendor Lock-In — switch or add new models seamlessly as new Generative AI capabilities emerge, without disruption.
- Simplifies AI — eliminates the complexity of heavy RAG pipelines and model-centric systems, keeping the platform agile and cost-effective.
- Extends with Ease — new micro-agents can be added easily to automate or enhance emerging AI use cases.

Micro-Agent Analytics for Student Success
Every micro-agent transforms student interactions into actionable data — giving universities real-time visibility into engagement, sentiment, and well-being trends.
- Each micro-agent captures meaningful interaction data, revealing deeper insight into student engagement and behaviour.
- Each micro-agent supports configurable analytics, enabling the tracking of any dimension of interaction — from simple data points to complex conversation analysis.
- All analytics integrate seamlessly with existing learning analytics systems, enriching institutional insight and empowering data-informed decision-making.

Enterprise-Grade Security & Compliance
The SXP Platform is engineered from the ground up to meet the highest standards of safety, governance, and trust. Every interaction is policy-controlled, logged, and traceable — ensuring total accountability across the system.
- Certified & Compliant: ISO 27001/27701 certified; GDPR and EU AI Act compliant.
- AWS Validated Partner: We meet AWS best practices for security, reliability, and operational excellence.

Unify the Student Experience
Experience pre-built, content-aware, and workflow-automating micro-agents — all working seamlessly with our assistant.
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