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AI Implementation Cases: AI Agent & System Examples

NDA-safe engineering case studies of AI implementation: examples of AI agents, multi-agent systems, RAG and process automation — problem, architecture, outcome.

Automation 2 min

AI Advertising Generation Engine

Generation and optimization of large numbers of targeted ad variants with measurable feedback on results.

Omnichannel 2 min

AI Communication Monitoring System

A workflow that watches shared mailboxes and channels, classifies significant signals, creates tasks and escalates by role and SLA.

Automation 2 min

AI Content Operations Platform

A workflow for producing, adapting, reviewing and publishing multi-format content with mandatory human involvement.

AI Systems 2 min

AI Customer Interaction & Recommendation Assistant

A multi-agent assistant built on knowledge retrieval, workflow orchestration, CRM integration and explicit handoff logic.

Automation 2 min

AI Project Operations System

An internal platform for orchestrating engineering workflows: task qualification and decomposition, reconciling data across systems, reporting.

Contract engineering 2 min

AIUI — algorithms as a service

A cloud subscription platform for ready-made algorithms: plug smart services into existing information systems via API, without code disclosure or in-house development costs.

Contract engineering 1 min

Carbon Log — Error & Log Monitoring

A self-hosted real-time error-monitoring system: log collection and aggregation across all company projects in a single interface, with no dependency on foreign services.

Contract engineering 1 min

Cloudbank — Cloud Bioinformatics Registry

A next-generation cloud bioinformatics registry: federated data exchange between biobanks, laboratories and clinics for rare-disease drug development.

Contract engineering 1 min

CRM for Fresh Auto

A single operational CRM for a federal used-car player: company processes, a 29-role access model, telephony and automatic listing publication in one loop.

Contract engineering

CRM for Moskva Cinema

A user account and CRM for a premium 17-hall cinema: loyalty, ticket and table booking, a payment gateway and online club-card authorization in one loop.

AI Systems 2 min

Enterprise Knowledge & AI Context Platform

Knowledge-retrieval (RAG) infrastructure connecting internal sources, conversations, tasks and repositories into AI workflows.

Contract engineering 1 min

Home UI — smart-home dashboard

A resident dashboard for a smart-home management system built on Wiren Board controllers: lighting, security, sensors and automation scripts in one interface.

Contract engineering 1 min

Information service for LeasePlan

A conversational service (conlan) for an operational-leasing operator: it folded the company's key functions into one mobile interface and offloaded the call centre.

Contract engineering 1 min

Inspektor SCADA — Automation Controller Monitoring

A cloud monitoring and control system for automation controllers: up to 300 channels per device, failure alerts, and remote troubleshooting.

Infrastructure 1 min

Multi-Provider Data Integration Platform

Ingesting, normalizing, versioning and monitoring data from many external providers, isolated from their instability.

Omnichannel 2 min

Omnichannel Communication Orchestration Platform

An event-driven platform for segmentation, communication rules and automated campaign control across multiple channels.

Infrastructure 2 min

Operational AI Analytics Dashboard

A live dashboard of agent, workflow, error, cost and business-process state in real time.

Contract engineering 1 min

PIP — media piracy monitor

A statistical aggregator for pirate-site tracking: automated traffic collection, screenshots, ad-network detection, Roskomnadzor blocking checks and WHOIS data.

Contract engineering

SmartDriving client dashboard

A client dashboard for a telematics platform: data from an in-car device — trips, fuel use, diagnostics — plus basic remote control of the vehicle.

Contract engineering 1 min

The Bafsy platform

A corporate constructor for digital communications: visual assembly of engagement tools (BOX) and a customer-data platform (CDP) — launch mechanics with no developers on the client side.

Contract engineering 1 min

The EDK platform

An online platform for launching corporate accelerators and training programmes: application intake with moderation and scoring, learning tracks, role-based access control.

Contract engineering 1 min

The PromoKit platform

A promo-campaign engine: CRM and service modules (receipt and code validation, prize draws) under the hood of any landing page.

Contract engineering 1 min

Trails — task tracking from email

A project-management system built into working email: a three-letter project tag turns a thread into a structured tracker with time tracking and billing.

Contract engineering 1 min

Wiren Board — controller web UI

An open web interface for the Wiren Board universal Linux automation controller: device control, sensor and meter readings, and automation script configuration.