Two barriers that kill projects before they ship:
12-18 months of internal development if you build it yourself. Most organizations cannot wait that long.
"We deployed AI — did it work?" without measurable KPIs turns into a subjective discussion at the next meeting.
We solve both. We deploy LLM solutions on certified Selectel infrastructure (152-ФЗ level 1, FSTEC orders 17/21, GIS K1 — all in standard offering, no markup). We measure outcomes with the open EduBench-RU methodology.
60-90 days from Discovery Week to a working pilot. Not consulting — a working solution with KPIs you can put in a report.
Russian-language pedagogy is our core area. EduBench-RU methodology, EduLLM-RU 27B, materials for educators, pilots with schools and universities. Teacher courses ("LLM for educators", from basic to certified) launch on learn.csylabs.com in Q2 2026.
learn.csylabs.com (Q2 2026) →Analytics and platform work already in production with Russian federations. Experience in this vertical is the foundation that led to the education projects.
Selectel certification stack (152-ФЗ level 1 + FSTEC + GIS K1) + Russian Software Registry in progress. We write in the format government procurement accepts.
Four stages, each gate-based. You do not have to continue if results do not convince — Discovery Week is often enough to understand whether a pilot is needed.
Workflow mapping → data ontology → seam analysis (where AI delivers measurable efficiency) → scope document + pilot SoW
Deployment on Selectel · integration with your IT environment · team training · measurable KPIs · documentation + case study
System evolution · new use cases · SLA · quarterly roadmap · onboarding for new team members
2-day workshop + 4 weeks of follow-up · certification · methodology transfer (for faculty councils, ministries, regional operators)
All stages month-to-month with 60-day exit clause. Annual contracts only at stage 3 and only after pilot validation.
Registered partner — deploying on infrastructure with 152-ФЗ level 1, FSTEC orders 17/21, GIS K1, ISO 27001, PCI DSS included in standard offering
Application in preparation under ООО ЛИИ
Own deployment stack for air-gap requirements
Laboratory of Innovation Initiatives · ИНН 2100031165 · registered February 18, 2026
Visible by choice. Tech-stack disclosure is a capability signal — our moat is integration depth and delivery speed, not vendor secrecy.
Founder, Director, lead architect
Eight years in production infrastructure for international sports — twenty thousand live events across a dozen countries. Last two years: deep focus on LLM and AI infrastructure. Author of EduBench-RU, trained EduLLM-RU 27B, writing openly about the process on Habr and in @techaroundsports.
Team is growing this quarter: IT-delivery + business development contracts in signing. Extended network (education domain advisors, video production, legal counsel) engaged per project.
Leave your contacts — we reply within 24 hours and propose a 15-minute call to scope the engagement.