2026
CYBIC OS · v0.1SECT_01 · HEROLAT 54.71 · LON 20.51--:--:--REC
AI SYSTEMS ENGINEERING · AI PLATFORM STUDIO
We build AI platforms that generate revenue
Blockchain · LLM · Data Science · agent fine-tuning · automation & integrations.
06
CASES
63
CLIENTS
1.6M
API TOKENS
99.9%
UPTIME
Core load
Signal · oscilloscope
Radar · detect
Throughput / hour
uptime 99.9%lat 212msrps 1 284
Display:
STREAM · CLASSIFY · INFER · ROUTE · FINE-TUNE · ORCHESTRATE · INTEGRATE · DEPLOY · UPTIME 99.9% · LAT 212ms · SESSION SECURE · AI-CORE ONLINESTREAM · CLASSIFY · INFER · ROUTE · FINE-TUNE · ORCHESTRATE · INTEGRATE · DEPLOY · UPTIME 99.9% · LAT 212ms · SESSION SECURE · AI-CORE ONLINE
How we build AI platforms
MOD.02 / PLATFORM7 NODES LEARNING LOOP
One engineering conveyor for any project: data → pipeline → memory → model → orchestration → integrations → an agent in production that keeps learning. Explore the pipeline stages.
07 этаповнажмите на этап
- 01
входлюбые источники, база знаний
- 02
- 03
- 04
- 05
- 06
- 07
Model-agnostic. Not tied to any brand: we work with Russian models (YandexGPT, GigaChat) and our own local LLM/ML models. The model provider is an abstraction we swap per task, security and data-residency needs.
CONV 68% · DIALOGS 1 274 · LEADS 866 · UPTIME 99.9% · LATENCY 212ms · RPS 1 284 · TOKENS 4.1M · SALES 1.24M ₽ · AGENTS ACTIVE · SIGNAL NOMINALCONV 68% · DIALOGS 1 274 · LEADS 866 · UPTIME 99.9% · LATENCY 212ms · RPS 1 284 · TOKENS 4.1M · SALES 1.24M ₽ · AGENTS ACTIVE · SIGNAL NOMINAL
Live platform telemetry
MOD.03 / TELEMETRYOur systems are measurable: conversion, dialogs, uptime, growth — real metrics in real time.
0
Dialogs handled
0
Заявок / Leads
0%
Dialog→lead conversion
0M ₽
Продажи / Sales
Agent load● live
Agent load
RPS1 284
Latency212 ms
Tokens4.1M
Uptime99.98%
Lead growth (30d)+38%
max 84now 84
день 11530
Hourly activitypeak 14:00 · 95
00040812162023
Funnel · 30d
Диалоги / Dialogs1 274
Заявки / Leads866
Продажи / Sales522
99.9%
Platform uptime
212 ms
avg response
What we do
MOD.04 / CAPABILITIES6 MODULES[01]ACTIVE
Complex AI projects
Problems with no off-the-shelf solution — we architect from scratch.
[02]ACTIVE
Platforms with agent fine-tuning
Fine-tuning, RAG, memory and agent orchestration.
[03]ACTIVE
Blockchain / Web3
Smart contracts, on-chain verification, decentralized services.
[04]ACTIVE
Data Science
Data pipelines, analytics, ML models.
[05]ACTIVE
Automation & integrations
We connect systems and automate business processes.
[06]ACTIVE
Prompt engineering
We design correct commands and instructions for AI agents — so the model does exactly what is needed.
What we built
MOD.05 / CASES 06 DEPLOYEDThe UM ecosystem
Three products of one family — work separately and together
PortUM
Platform core
Store-site, catalog, data and admin. The gateway of a business into digital.
AvtoUM
AI salesperson
Consults and sells 24/7 on site, VK and Avito. Even with no website.
AgentUM
Profile for AI
Describes the business to AI agents: Alice, ChatGPT, buying agents.
In short:PortUMholds your business,AvtoUMsells,AgentUMopens you up to AI.
Filter:
2026
> initializing stack :: 6 layers :: OK
Technology stack
MOD.06 / STACKWhat we build with: from LLM and data to Web3 and infra.
AI / LLM
YandexGPTGigaChatЛокальные LLMFine-tuningRAGOrchestration
DATA SCIENCE
PythonPandasMLFeature selectVector DBClassification
WEB3 / CHAIN
SoliditySmart contractsEVMOn-chain
BACKEND
FastAPINode.jsPostgreSQLRedisWebSocketSupabase
FRONTEND
Next.jsReactTypeScriptTailwindReact Flow
INFRA / DEVOPS
DockernginxVPS (RU)CI/CDAlembic
INCOMING · CH-07
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