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Sit with the actual workflow — not the org chart version of it — before proposing anything.
We don't hand a project between departments. The same team that scopes it ships it and stays through optimization.
Sit with the actual workflow — not the org chart version of it — before proposing anything.
Rank the possible automations by effort versus impact, and start with the clearest win.
Map the system's inputs, decisions and escalation points before writing any code.
Build a narrow version against real data to prove the approach before scaling it up.
Engineer the production version with the logging, error handling and tests a real system needs.
Connect it to your CRM, helpdesk or internal tools — no separate login for your team to remember.
Ship with monitoring in place so we know within hours, not weeks, if something needs attention.
Keep refining after launch using real usage data, not assumptions from the design phase.