Practical work directions

Work can start with a diagnostic consultation and continue into architecture, implementation, deployment and support. Each direction has a clear boundary and a testable artifact.

AUDIT

Technical audit and system map

A fast assessment of the current system, risks, integrations, deployment context and the next useful changes.

  • Architecture snapshot
  • Risk and dependency list
  • Prioritized update plan
Discuss
ARCH

Architecture and requirements

Stakeholder needs, boundaries, viewpoints, API contracts and delivery plan in the ISO/IEC/IEEE 15288 logic.

  • Requirements baseline
  • Service boundaries
  • Verification criteria
Discuss
WEB

B2B sites, catalogs and portals

Production websites, B2B catalogs, product data, search, filters, request workflows and publication-safe content.

  • Static or dynamic frontend
  • Catalog data model
  • SEO/GEO publishing layer
Catalog
CRM

CRM, ERP and 1C automation

Lead flow, order handling, status sync, webhook routing, document steps and practical internal tools.

  • Process map
  • Integration endpoints
  • Operator-friendly screens
Discuss
DATA

Data imports and automation

Excel/CSV cleanup, supplier imports, parsers, registries, reconciliation and repeatable data pipelines.

  • Import validation
  • Deduplication rules
  • Traceable result files
Projects
PROC

Procurement and tender workflows

Tender package support, supplier matching, document structure, offer preparation and evidence tracking.

  • Package checklist
  • Comparison tables
  • Submission-ready artifacts
Examples
SCADA

Industrial automation support

АСУТП context, SCADA/HMI/PLC materials, telemetry, dispatching workflows and engineering documentation support.

  • Signal and object structure
  • Documentation set
  • Operation handoff notes
Industries
AI

AI tools, RAG and MCP workflows

AI-assisted search, document processing, internal assistants, MCP tools and controlled automation around existing data.

  • Use-case boundary
  • Retrieval corpus
  • Human review loop
Discuss
OPS

Deployment and operations

Docker, Coolify, nginx, GitHub deployment flow, smoke checks, backups and service observability basics.

  • Repeatable deploy
  • Health checks
  • Rollback notes
Discuss