2026
MOD / CASES
What we built
Real systems in production and research projects: an AI salesperson, a deep-tech aggregator, medical ML, timber taxonomy and the UM platform ecosystem.
06 DEPLOYED
The 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
2025
2024
MEDCYB
СПбГПМУ · Machine Learning · medical · research
ML recognition of gestational diabetes predictors in pregnant women
Machine LearningData ScienceМедицинаResearch
◢ Result
5 000+
patients
~85
predictors
Glucose
95
BMI
80
Age
66
History
54
5 000+
Women in dataset
~85
Parameters
ML
Method
ГСД
Target
2026
PortUM
Экосистема UM · Core platform · CMS
Ecosystem core: store-site, catalog, data and admin — run by words, not a page builder
CMSПлатформаAIE-commerce
◢ Result
15 мин
to a live site with products
1 клик
export of site & data
15 мин
Launch
95+
Lighthouse
словами
Edits
1 клик
Export
2026
AgentUM
Экосистема UM · Agent layer · open profile
A business profile for AI agents: describe your business once — Alice, ChatGPT and buying agents understand it
AIAgentsMCPData
◢ Result
1 профиль
read by every AI
4+
standards from one source
YCP/ACP/UCP
Outputs
llms.txt
For AI
MCP
Store
schema.org
Markup

