Everything changes What matters remains
Development gets faster and technology more accessible. But a good product still requires understanding the problem, engineering precision, and people ready to take responsibility for their decisions.
Artificial intelligence
AI for working with documents, images, speech and company knowledge. We build assistants, evaluation and forecasting models, and integrate them into workflows.
- document processing
- knowledge bases
- AI assistants
- image analysis
- speech recognition
- competitor monitoring
- real estate valuation
- selection and matching
- video translation
- digital avatars
- language models
Systems development
Systems for record-keeping, calculations and operations management. Client portals, marketplaces and industry-specific services, including integration, implementation and support.
- client portals
- document workflows
- cost calculation
- equipment selection
- commercial proposals
- order management
- marketplaces
- product catalogs
- integrations
- internal services
- websites and portfolios
- support
Data analysis and modeling
We collect and reconcile data, calculate profit and cost, and build reports and forecasts. We help find customers, assess markets and plan operations.
- management reporting
- profit and cost
- unit economics
- pricing
- procurement analytics
- customer prospecting
- competitor analysis
- forecasting
- trip planning
- staff assessment
- data reconciliation
- dashboards and BI
Cybersecurity
We assess applications, infrastructure and data practices. We help remediate vulnerabilities, set up secure development processes and manage the company's information security.
- application audit
- infrastructure assessment
- personal data
- AI code audit
- AI application security
- secure development
- access control
- perimeter monitoring
- attack detection
- fractional CISO
- audit readiness
Work
Public Procurement Analytics System
Analyzes notices and contracts with automated item classification, supplier comparison, and search for target buyers. The system helps explore the competitive landscape and pick tenders to pursue.
Tender Participation Management System
The full tender workflow: analytical tender selection, bid preparation and submission, and contract execution support.
Management Analytics Builder
An in-house analytics component for freely combining charts, metrics, and data slices. It extends the pivot-table concept: build complex views and explore data in different combinations. Load heterogeneous exports, validate data, and run hierarchical calculations without double counting.
Apartment Valuation for an Investment Fund
The system aggregates market data from multiple sources and values apartments for purchase selection. Price, time-on-market, and deal-probability models help compare the investment attractiveness of properties.
Automating Documentation and Cost Estimates from Building Surveys
An AI-powered system automating the path from building survey to documentation and estimate: it processes point clouds, recognizes structures and defects, calculates work quantities, and generates documents.
3D Terrain Models from Imagery
Reconstructs 3D terrain with buildings, relief, roads, and vegetation from satellite and other imagery combined with geodata. Models of selected areas support calculations, simulations, and visualizations.
AI Assistant for a Restaurant Chain
A messenger-based assistant for planning prep and purchasing, tracking stock, and monitoring write-offs across a chain of food service venues.
Competitive Intelligence for Fintech
The system tracks competitors' publications and website changes across multiple markets. AI evaluates the relevance of materials, selects significant changes, and produces themed digests.
Pump Selection and Proposal Generation
The system selects pumps by duty point using manufacturer catalogs, builds control panel diagrams, and auto-generates technical and commercial proposals.
Industrial Equipment Failure Prediction
Machine learning models analyze industrial sensor data, detect signs of impending failure, and estimate time to failure. The system helps schedule maintenance before emergency shutdowns.
AI Lawyer
A specialized system for objections, contract terminations, antitrust complaints, and litigation. It unifies documents and case history, and supports work with bank guarantees and penalties.
Management Accounting for Marketplaces
The system calculates profit and unit economics for each shipment across four marketplaces. It reconciles marketplace data with the accounting system and prices items based on cost.
Lab Report Generation and Document Workflow
The system manages testing lab orders and generates reports with AI. Document preparation from templates with tables, formulas, and images, backed by shared reference data and a knowledge base.
Wearable ECG Recorder Software and Analysis System
C++ software for the wearable device plus a system for subsequent analysis of long-duration ECG recordings. It detects events and anomalies, selects significant fragments, and transmits data to the physician.
Cryptocurrency Trading and Strategy Automation System
A unified terminal with real-time quotes, order books, and spreads. Trading bots for spread strategies and delta hedging, with alerts on custom triggers.
End-to-End Automation for an Investment Group
Automation of investment activities for a bank, investment companies, and pooled bank-managed investment funds (OFBU). The system covers trading, back office, trade accounting and control, and management and regulatory reporting.
Employee Incentive and Pay Calculation System
Job descriptions, performance metrics, and manager and peer reviews feed into final pay calculation. The software automates metrics collection (partly with AI), gathering ratings from participants and computing compensation.
Digital Avatars, Voice, and Video Translation
A suite for real-time dialogue with digital avatars, natural Russian speech, and online video translation with lip synchronization. Interactive screens let visitors continue the conversation on their phone.
Zhiva — Intelligent Company Knowledge Base
The system answers questions from employees and external audiences based on company materials. It generates responses from the knowledge base and backs them with source links.
New-Build Catalog for Real Estate Agencies
The system unifies developer feeds from different regions into a single catalog of buildings and floor plans. It normalizes data to a common structure, refreshes listings, and serves them under the agency's brand.
Tutor Matching Platform with Payment Protection
Find tutors for lessons, consultations, and assignment help: post requests, receive responses, chat, and leave reviews. A single account and work history across web, Telegram, and VK, with payment held until the result is accepted.
Candidate Sourcing and Assessment System
Collects vacancies and resumes from multiple sources, builds unified candidate profiles, and runs a hiring funnel. Automated communication and job-fit assessment streamline the path from sourcing to selection.
Wholesale Marketplace for Mobile Devices
A platform for trading phones and other mobile devices between wholesalers and retailers. The operator's own offers and partner inventory, stock reservation, order splitting across suppliers, and semantic search for device models.
Employee Goals and Motivation Management
The system ties employee goals and tasks to progress tracking and compensation. Goal approval, deadlines, execution oversight, and results factored into pay calculation.
Architecture Bureau Website
Award-winning website for an architecture bureau. Project galleries, transition animations, and publications showcase the bureau's work and approach to architecture.
Microbiome Research System
The system consolidates data on intestinal sections and their conditions, bacterial species, and bioactive compounds. Structured reference data and a library of scientific publications support research work.
Security Posture and Attack Path Analysis System
Security analysis of applications and infrastructure with identification of possible attack paths. The system helps assess vulnerabilities and prioritize their remediation.
Network Attack Detection System
Models analyze network traffic and detect signs of malicious activity. The system includes detection quality assessment by attack class and review of false positives.
Information Security Management System
A CISO's working environment: risks, policies, procedures, and management reporting. The system unifies materials and processes for managing security and supporting client security reviews.
Secure Software Development Pipeline
Security checks are built into the build and release pipeline. Secret and dependency scanning, cloud and container configuration checks, and access separation between development, testing, and production environments.
AI-Generated Code Audit System
Audit of AI-generated code for vulnerabilities in authorization, external data handling, secret storage, and dependency use. The system helps surface unsafe code before release.
AI Application Security Assessment System
Assessment of LLM-powered applications for prompt injection, data access violations, and tool permission overreach. Analysis of scenarios where the model may disclose confidential information or perform disallowed actions.
Personal Data Processing Control System
A registry of information systems, a map of personal data flows, and processing documents in a single environment. The system supports process auditing and incident response procedures.
External Perimeter Monitoring System
Inventory of the company's internet-facing services, change tracking, and vulnerability remediation oversight. The system helps maintain an up-to-date view of the external perimeter.
Patient Portal for a Clinic
Test and exam results with trend views, appointment booking, and visit history. Patients access their medical data and can share it with their doctor.
Fleet Trip Planning System
Route planning and load consolidation within delivery windows. The system calculates trip cost and estimates deadhead mileage, helping plan the use of the company's own transport.
Calculating and Arranging Deliveries from China
The system adds products via links from various Chinese marketplaces to a single shipment calculation. It suggests HS customs codes (EAEU TN VED) and compares delivery costs and lead times.
Procurement Analytics for Kazakhstan and Uzbekistan
Analysis of state and quasi-state procurement: item classification, matching of repeated procedures, and search for buyers and suppliers. Notices, award protocols and contracts are linked to assess demand and the competitive landscape.
Preparing to Bid in Kazakhstan Public Procurement
Preparing a foreign supplier to take part in tenders: registration, electronic signature, documents, bid security and calculation of contract terms. Requirements, deadlines and supporting material in a single workflow.
Warehouse System for a Trading Company in Uzbekistan
Inventory and batch tracking, goods receipt, shipment, transfers and warehouse documents. Desktop and mobile interfaces, an interface in Russian and Uzbek, and document forms shaped by the company's processes.
Reporting Module for Kazakhstan Education Systems
Student roster and attendance tracking with preparation of statutory reports, integrated with the platform the organization already runs. Support for Russian and Kazakh, user roles and an audit log.
Access Control Integration with Record-Keeping Systems
Delivery of entry and exit events from terminals into the client's system. A local queue for connection outages, redelivery without duplicates, and conversion of the data into the receiving system's format.
Sales, Assortment and Promotion Analytics
Analysis of demand, margins and stock by product and store. Sales forecasting, promotion impact assessment and recommendations on assortment, pricing and replenishment.
Production and Cost Analytics
Analysis of output, raw material consumption, scrap, energy use and downtime by batch, line and shift. Finding the causes of cost changes, assessing production losses and comparing capacity scenarios.
Demand and Capacity Analytics for a Clinic Network
Analysis of inquiries, bookings, cancellations and the actual utilization of doctors, rooms and equipment. Demand forecasting by branch and service, assessment of appointment availability and schedule economics.
How we make technical decisions
The economics of the problem
We weigh the expected benefit against the cost of development and operation, taking into account the volume of work, processing costs and the need for human review. We choose AI where it offers an advantage over a simpler solution.
Verifiable quality
We test a solution on examples from real work. Together with the client we define acceptable errors, the cases that go to manual review, and the acceptance criteria. The checks are repeated whenever models or system logic change.
Security of data and actions
We define what data a model can see, where it is processed and which actions it is permitted to take. Access permissions are defined, operation history is retained, and critical actions require confirmation.
Cost of operation
We match models to the complexity of each operation and keep resource use and processing cost under control. Caching, reuse of results and rate limits are applied where they are justified.