> Data engineering & AI
We turn open-source technology into enterprise-grade analytics platforms and AI products: deeper, more customizable, and dramatically more affordable than proprietary self-service tools.
> What we do
From raw source systems through ETL, warehousing and governance to executive dashboards, alerting and AI products.
DWH, Data Lake and DMP design; ETL/ELT pipelines; data cataloging and governance.
Interactive dashboards, financial reporting (P&L, cash flow, balance sheet), operational and compliance reporting.
Data models, funnels, customer analytics and forecasting that turn raw events into decisions.
LLM assistants, multi-agent systems, RAG document Q&A and AI-powered mobile apps.
> AI that ships
Not experiments: platforms and apps running in production for real clients.
"Data" + "Wizard": our flagship analytics platform and the umbrella for most client delivery.
A privacy-first iOS & Android app: your AI-powered mental-wellness companion, built with a custom multi-agent engine.
Try it at ness.chat >> What the work shows
Astana Hub resident since 2023, with 3+ years of continuous quarterly delivery for enterprise clients.
Shipped a production Superset BI suite (Daily, Weekly, New-Clients and Compliance dashboards) plus an early RAG document-Q&A chatbot.
Integrated 1C Accounting into DataWiz with dbt-modeled transformations for balance-sheet and turnover reporting.
Built a Risk-Management System and compliance stack with automated exports, a NiFi + ClickHouse + dbt funnel, and Ness multi-agent engine v2.
> How we work
Regulated / high-compliance
A major regulated operator needed transparent, auditable analytics across compliance, risk and payments, not fragmented spreadsheets.
A documented, monitored platform with root-caused reliability fixes (materialized tables) and systematic load reduction.
Fintech · payments
A fintech client needed consolidated financial reporting from multi-company 1C data, fast and reconciled.
Optimized data models and consolidated reports published to Power BI Service for finance teams.
Health-tech · AI product
A health-tech partner needed a production, privacy-first AI therapy companion for iOS and Android.
Shipped internal iOS/Android releases with onboarding, AI chat, personalization and a beta program, ahead of schedule.
Engagements described anonymously pending public-reference permission.
> What sets us apart
Superset + ClickHouse + Python: deep customization, no license lock-in, lower total cost of ownership.
From 1C, APIs and admin panels through ETL, warehousing and governance to dashboards and alerting.
Compliance reporting, risk-management systems, payment monitoring and encrypted, privacy-first health data.
A multi-agent therapy companion in app stores, a RAG document chatbot, LLM-automated investment reporting.
OKR/SAFe management, monthly client reports with hour-level accounting, Confluence docs, SonarQube gates.
Root-cause fixes, materialized tables, test coverage, monitoring services and documented pipelines.
> Keep In Touch!