Audit & ROI
We map the current process, loss points, and calculate impact before development starts.
Ticket intake, first-line chatbot, and routing — less manual work for your support team.
Support automation starts with a map of inbound channels and repeat questions.
We connect messengers, email and CRM, add a bot for routine cases, and keep complex issues with humans.
AI accelerates support — it does not replace your team.
We map the current process, loss points, and calculate impact before development starts.
We design workflow, CRM/ERP/API links, and an AI layer only where it delivers measurable value.
Production launch, documentation, team training, and optional SLA support.
−40–80%
manual work in the target process
2–8 wks
to first production release
3–6 mo
payback on a typical project
Architecture, LLM integration, CRM/messenger connectors, production deployment, and team handover.
Service detailsDescribe the process or integration — we reply within 4 business hours.