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AI into existing systems
Weekly reporting depended on manual exports and scattered spreadsheets.
We centralized KPIs, cleaned the data path, and added AI-ready reporting notes.
Meta-ready WhatsApp systems
Inbound questions needed faster answers, structured capture, and cleaner staff handoff.
We designed intake, triage, booking or order capture, and human handoff flows around existing staff routines.
Agent ↔ tool connections
Operational data moved through fragile exports and duplicate entry.
We connected APIs, validation checks, and reviewable workflow steps.
