Audit & ROI
We map the current process, loss points, and calculate impact before development starts.
Business automation
Private LLM for companies
Private LLM for companies: delivered with ROI, a secure environment, and team handover.
Private LLM for companies only makes sense after a clear business job.
We start from process and data, then pick models and integrations.
AI is a means of automation — not the goal.
Typical problems
- Technology chosen before the pain
- Pilots never reach production
- No process owner or metrics
- Data risks unresolved
What you get
- Scenario with KPIs
- Architecture and risk review
- Production delivery
- Docs 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
Private LLM environment
Deploy LLM in your perimeter, configure API, guardrails, monitoring, and integrations.
Service detailsFAQ
- Cloud or on-prem?
- Depends on data and compliance. Often hybrid.
- Which models?
- Claude, GigaChat, YandexGPT, open-source — by task and security needs.
- Timeline?
- Audit 1–2 weeks, pilot 2–6 weeks.
Related solutions
Contact
Discuss your project
Describe the process or integration — we reply within 4 business hours.