One foundation. Many assistants. Always equitable, accessible and safe.
The ALFI + EDIE framework is the substrate for every hyper-personalised AI assistant we build — starting with SAMU for Samuel's GCSEs, and extending to families, educators, community groups and organisations.
ALFI · The Brain
Logic · Structure · Planning
- · Frames the goal and the plan.
- · Selects tools, knowledge and policies.
- · Runs risk and reward assessments.
- · Orchestrates other agents and workflows.
EDIE · The Heart
Empathy · Creativity · Human connection
- · Reads the emotional context first.
- · Adapts tone — gentle or motivating as needed.
- · Validates feelings before offering advice.
- · Keeps the human relationship at the centre.
When shown together, ALFI's geometric precision intersects with EDIE's organic flow — a hard edge meeting a soft wave. Every assistant inherits both.
The five layers
Each layer is reusable across every assistant we build on the framework.
Identity & Access
Email sign-in via Lovable Cloud, role-aware permissions, and per-assistant scope. Every interaction is attributable.
Safeguarding & Privacy
Consent-driven memory, age-appropriate guardrails, redaction and audit trails — the safety net under SAMU and every future assistant.
Dual-core AI
ALFI handles reasoning, planning and orchestration. EDIE handles empathy, tone and engagement. They collaborate per turn.
Adaptive Governance
Corporate, operational and PMO governance baked in — policies, escalation paths and review loops travel with the assistant.
Observability
Conversation logs, decision traces and outcome metrics so parents, educators and leaders can see what's happening.
A single turn, two minds
EDIE reads the emotional context and intent.
ALFI structures the problem and weighs options.
EDIE shapes the voice; ALFI keeps it accurate.
Safeguarding and audit checks run before delivery.