Use-case mapping before tooling
Start with repeatable decisions, recurring content, intake, support, SEO, and admin workflows. Do not start with a model vendor.
Pillar page — Dutch SMEs
A practical page for founders and operators who want AI workflows with metering, review, audit trails, and rollback — not another loose ChatGPT habit.
Start with repeatable decisions, recurring content, intake, support, SEO, and admin workflows. Do not start with a model vendor.
Every AI action should have a pre-flight balance check and an append-only ledger, so usage stays visible instead of becoming a monthly surprise.
AI edits should be staged as proposals with a diff, rationale, risk flags, apply, and rollback. The operator remains responsible.
For Dutch SMEs, AI belongs inside workspace permissions, retention windows, DSR tracking, and documented subprocessors — not in private browser tabs.
Replaces scattered prompts, unmanaged AI subscriptions, manual content calendars, disconnected booking tools, and undocumented customer-data handling.
Hossam Afifi built iSystem after an MSc thesis on AI adoption in Dutch SME educational enterprises and years of hands-on SEO, recruitment, and digital operations work. The platform is built around governed AI because SMEs need control, not theatre.