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Foundational framework

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.

Learners, educators and advisers working together around a table in a bright, accessible innovation hub

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 methodology: Codify, Personalise, Govern

The framework is applied in three named stages. Codify captures the knowledge, Personalise adapts it to the person, and Govern proves it stayed safe.

  1. Stage 01

    Codify

    Turn what you know into structure

    We capture the knowledge, policies and processes that already live in people's heads and turn them into structured, reusable instructions an assistant can follow — so nothing depends on one person remembering it.

    See how codifying works
  2. Stage 02

    Personalise

    Adapt to the person in front of you

    ALFI reasons and plans while EDIE reads tone and context, so the same codified knowledge lands differently for a Year 10 student, a support worker and a board director — hyper-personalised without rewriting the source.

    Meet the dual core
  3. Stage 03

    Govern

    Prove it stayed safe

    Safeguarding checks, consent-driven memory, decision logs and audit trails run on every turn, mapped to UK GDPR and the UK's cross-sector AI principles — so responsible AI is evidenced, not asserted.

    Read the responsible AI hub

The dual-core, at a glance

Click any node to see how the piece fits into a single response.

1-2-1 vs group chat — how your data is handled

Click any card to see the exact privacy rule for that mode. Two chat modes, one governance model.

All rules are enforced server-side by row-level security and audited on every request.

The five layers

Each layer is reusable across every assistant we build on the framework.

Layer 01

Identity & Access

Email sign-in via Lovable Cloud, role-aware permissions, and per-assistant scope. Every interaction is attributable.

Layer 02

Safeguarding & Privacy

Consent-driven memory, age-appropriate guardrails, redaction and audit trails — the safety net under SAMU and every future assistant.

Layer 03

Dual-core AI

ALFI handles reasoning, planning and orchestration. EDIE handles empathy, tone and engagement. They collaborate per turn.

Layer 04

Adaptive Governance

Corporate, operational and PMO governance baked in — policies, escalation paths and review loops travel with the assistant.

Layer 05

Observability

Conversation logs, decision traces and outcome metrics so parents, educators and leaders can see what's happening.

A single turn, two minds

01
Listen

EDIE reads the emotional context and intent.

02
Reason

ALFI structures the problem and weighs options.

03
Respond

EDIE shapes the voice; ALFI keeps it accurate.

04
Govern

Safeguarding and audit checks run before delivery.

For business

Governed AI for your organisation

Start small with a token pack, train your people, then roll out with Enterprise. All prices include VAT.

  1. Recommended here

    Start today · Consultants, leaders & small teams

    ALFI + EDIE token packs

    From £19.00 one-off

    Strategy, decisions and people support from the strategist and the empath, with every step logged.

    • Pro pack (£79.00) suits most teams
    • Audit log export and governance analytics
    • No subscription: tokens never expire
  2. Build capability · Boards, L&D and delivery teams

    AI Learning Pathways courses

    £125.00–£395.00 per course

    Certified courses on AI governance, responsible AI and generative AI delivery.

    • All four courses for £795.00
    • Pass mark and downloadable certificate
    • Course guides and brochure to share
  3. Roll out · Schools, councils & organisations

    Enterprise

    From £999.00 or a tailored quote

    Multi-seat governance, approved knowledge and EU AI Act / ISO 42001 reporting.

    • Role-based access and full audit trails
    • Custom personas and approved policies
    • Reply within 4 working hours
  • Governance and audit built in

    People stay accountable for consequential decisions. Important interactions are recorded and explainable.

    How we govern AI
  • EU AI Act and ISO 42001 guides

    Free downloadable guides to help you map your own obligations. They are guidance, not legal advice.

    Get the guides
  • Enterprise reply in 4 working hours

    Enterprise enquiries get a reply from a named person within 4 working hours, Monday to Friday.

    Send an Enterprise enquiry

Not sure where to start? Tell us what you need.

Which plan fits you?

Start free, then choose the plan that matches what you need. All prices include VAT.

  • Recommended here

    Professionals & small teams

    ALFI + EDIE Framework

    From £19.00 one-off pack

    Plan, decide and support people with the strategist and the empath — every step logged.

    • Long conversations, memory and voice
    • Audit log export and governance analytics
    • No subscription — top up when you need
  • GCSE students & families

    SAMU GCSE companion

    From £9.99/month

    Or £99.00 for the full year
    Paid upfront · VAT included · recurring subscription

    Revise every GCSE subject with worked examples, feedback and a parent portal.

    • All GCSE subjects plus wellbeing check-ins
    • Parent & teacher updates with consent
    • Games Club included in every plan
    Choose a SAMU plan

    Cancel anytime. Your access continues until the end of your paid period.

    Manage or cancel in My account · Cancellation terms

    Explore SAMU free
  • Years 7–11 learners

    Games Club

    From £4.99/month

    Or £49.00 for the full year
    Paid upfront · VAT included · recurring subscription

    Curriculum games across 10 subjects with fresh questions every round.

    • Scores and personal bests saved
    • Family plan for up to three learners
    • Phone, tablet and computer
    Join Games Club

    Cancel anytime. Your access continues until the end of your paid period.

    Manage or cancel in My account · Cancellation terms

    Browse the games
  • Schools & organisations

    Enterprise

    From £999.00 or tailored quote

    Multi-seat governance, SSO-ready provisioning and EU AI Act / ISO 42001 reporting.

    • Custom personas and approved knowledge
    • Role-based access and audit trails
    • Named human contact for onboarding

Why customers can buy with confidence

  • Governed & private by design

    Human oversight on consequential decisions, consent before personalisation, UK GDPR-aligned data handling.

    How we govern AI
  • Cancel anytime

    Monthly and yearly plans can be cancelled from your account. Token packs never expire into a subscription.

    Refund policy
  • VAT-inclusive prices

    The price you see is the price you pay — 20% VAT included. Secure checkout by Stripe.

    All prices
  • Free tools to try first

    Chat with ALFI + EDIE, use HELIX and the Scenario Builder free — no card required.

    Try free
Working withAGS — Automated Governance Systems (opens in a new tab)SENSORA1UP ESPORTS (opens in a new tab)

Ready to build on the framework?

Chat free with the dual-core assistants, or pick the pack that matches your team.

Try the demo