Websites and products
Public sites, portals, SaaS products, directories, member systems, APIs, and internal tools built around a complete user task rather than a page count.
Work and capabilities
The useful starting point is the workflow already in place: who uses it, what must stay working, where the data goes, and what changes for people in Lebanon.
Public sites, portals, SaaS products, directories, member systems, APIs, and internal tools built around a complete user task rather than a page count.
Connect CRM, identity, payments, documents, reporting, messaging, and operations with visible errors, safe retries, and a clear system of record.
Assistants, retrieval, classification, research, and workflow support with defined data access, human review, evaluation, and a fallback when the model is wrong.
Recover fragile systems, preserve useful data, replace risky dependencies, improve accessibility and performance, and leave a release path the owner can understand.
Country-specific acceptance
Language, privacy behavior, commerce, accessibility, release timing, and support need named owners. These are the current issues to carry into discovery.
Next step
The clearest scope starts with the actual Lebanon operation: people, access, content, transactions, deadlines, support, and acceptance.