Audit & ROI
We map the current process, loss points, and calculate impact before development starts.
Business automation
Customer onboarding bot
Customer onboarding bot: less manual work, data in systems of record, measurable ROI.
Customer onboarding bot is a practical automation scenario.
Process and data first, then integrations and optional AI.
Pilots usually take 2–6 weeks.
Typical problems
- The process depends on people and chats
- No single task status
- Errors from manual transfer
- Leaders see results too late
What you get
- Process map and KPIs
- Production workflow
- CRM/document integrations
- Playbook and training
How we solve it
Architecture & integrations
We design workflow, CRM/ERP/API links, and an AI layer only where it delivers measurable value.
Delivery & handover
Production launch, documentation, team training, and optional SLA support.
Typical impact
−40–80%
manual work in the target process
2–8 wks
to first production release
3–6 mo
payback on a typical project
Package
AI implementation
Architecture, LLM integration, CRM/messenger connectors, production deployment, and team handover.
Service detailsFAQ
- Where to start?
- Audit one narrow scenario and calculate hours/money.
- Is AI required?
- Not always. Workflow and integrations are often enough.
- Budget?
- Pilots typically start from a fixed mid-market scope.
Related solutions
Contact
Discuss your project
Describe the process or integration — we reply within 4 business hours.