HOME/AI INTEGRATIONS & AGENTS
SERVICE LINE 07

AI integrations & agents: minus hours of routine per week

RAG assistants, AI agents in support and CRM, speech analytics, computer vision, RPA. Local LLMs for data that cannot go to the cloud.

SERVICES
WITHOUT AN OPERATOR
ML ACCURACY
wksAI AUDIT
SERVICE LINEAI that acts, not just advises
68%WITHOUT AN OPERATOR
87%ACCURACY
100%CALLS
01 / SERVICE-LINE MAP

How the services in this line connect

Hover a node to highlight its links. Click to jump to the service.

02 / WHO YOU ARE

Where to start depends on your situation

Pick an option: we highlight the services to start with and a budget benchmark.

03 / SERVICES IN THE LINE

11 services — pick your task

04 / HOW WE WORK

The project week by week — what we do and what you get

Hover a week. Every point is a concrete artefact in your hands.

WHAT HAPPENS IN 48 HOURS

A solution map is not a slide deck but an engineering breakdown. This is what its log looks like.

MG · SOLUTION MAP · 48H
05 / STACK & INTEGRATIONS

What we work with

GPT · Claude · DeepSeekLocal LLMsRAGRussian speech modelsComputer VisionRPAVector databasesQuality dashboard
06 / WHY US
68%

requests without an operator

THEY WORK WITH US
VTBUBRiRGREENWICHSVERDLOVSK FILM STUDIOECOVERDECOVERMOSCOW REGION GOVERNMENTALIBIOGONYOKMAGNOLIAPTIZZAFIRESTONEVTBUBRiRGREENWICHSVERDLOVSK FILM STUDIOECOVERDECOVERMOSCOW REGION GOVERNMENTALIBIOGONYOKMAGNOLIAPTIZZAFIRESTONE
87%

ML forecast accuracy

100%

calls analysed by speech analytics

07 / SERVICE-LINE FAQ
Will the agent hallucinate to clients?

Answers only by your policies and data; below the confidence threshold — handover to a human with a summary.

Data cannot go to the cloud

Local models inside your perimeter — as we did for an industrial holding.

Where to start?

With an AI audit: in 2 weeks — a process map where the effect is measurable.

GOT A TASK?LET'S TALKGOT A TASK?LET'S TALK GOT A TASK?LET'S TALKGOT A TASK?LET'S TALK
29 / contact

Describe the task — we come back with an estimate in 48 hours

In your own words: “our managers drown in Excel” is enough. Task breakdown and a price range are free.

3 fields. The rest — on the first call