AI agents for systems that cannot stop
We engineer software, electronics and autonomous control loops
Evidence instead of promises
The team has been through 20 Russian and international hackathons and took 15 prize places — from Junction in Helsinki to winning Digital Breakthrough. Below is a verifiable chronology with sources.
- 2018
The team's first hackathon — Saint Petersburg
Prize for the best technological solution: a portable computer-vision camera assembled over a weekend.
COMPETITIONSOURCE ↗ - 2018
Local Hack Day / Impossible.Hack — organizers
Dmitry Ichetkin and Emil Sataev organized a local hackathon in Zelenograd: about 60 participants, from prototypes to working demos in one day.
EVENTSOURCE ↗ - 2018
Junction, Helsinki — 3rd place in the Blockchain track
Europe's largest hackathon: third place in the track for a decentralized asset registry on Ethereum.
COMPETITIONSOURCE ↗ - 2019
Skoltech / Akado Telecom hackathon — 2nd place
A system automating replies to users on social networks: NLP request classification and suggested operator responses.
COMPETITIONSOURCE ↗ - 2019
IoT hackathon Skoltech / Sberbank / Huawei
Special nomination for a solution on the Huawei OceanConnect platform: device telemetry and IoT fleet control scenarios.
COMPETITIONSOURCE ↗ - 2019
Digital Breakthrough finals — winner
Won the Association of Volunteer Centers nomination: a media platform with a video-generation neural network. Prize — 500,000 ₽. Finals with 3,000+ participants.
COMPETITIONSOURCE ↗ - 2020
48-hour MIET Hackathon — partner
HaClever acted as a partner and authored two applied challenges for student teams; mentoring at the intersection of hardware and software.
PARTNERSHIPSOURCE ↗ - 2023
Publication: multilevel a-Si memristive structures
Co-author of a scientific paper on multilevel amorphous-silicon memristive structures — a joint work of MIET and the Kurchatov Institute.
PUBLICATIONSOURCE ↗
HACKATHONS
participation and organization
PRIZE PLACES
as a team
One team — the whole circuit
Full cycle: from research and software to hardware and on-site deployment
Software
Intelligent agents, digital twins and industrial telemetry
AI-Agents
Autonomous agents for control and optimization
Industrial Backend
Reliable backend for mission-critical systems
Telemetry
Data collection and processing in real-time with edge-aggregation
Digital Twins
Virtual models for simulation and forecasting system behavior
Research
Own research and algorithms for complex industrial tasks
Memristor Computing
Energy-efficient computing on new physical principles
Anomaly Detection
Early stage detection of abnormal operating modes
Causal Analysis
Understanding causes of deviations and decision support
Deployment
We implement turnkey solutions and ensure their continuous operation
Commissioning
Commissioning and integration with existing infrastructure
Observability
Full transparency: metrics, logs, tracing, alerts
Secure Updates
Secure updates without downtime and with integrity control
Hardware
Reliable hardware platform for collection, processing and control at the device level
Embedded Controllers
Industrial IoT gateways and edge controllers
Sensors and Meters
Pressure, flow, temperature and electrical metering
Edge Nodes
Fanless industrial computers for field deployment
Robotics & IoT
Sensor networks, robotics integration and edge computing
AI agent for electrical equipment
A multi-agent system continuously analyzes equipment status, coordinates actions and ensures safe execution of decisions under operator control.
Input
Analysis / Orchestration
Action Planning
Early anomaly detection
Detects deviations early and focuses on real risks.
Explainable recommendations
Shows causes, impact and alternative action scenarios.
Controlled execution
Actions are executed safely, with operator approval and full audit.
From signal to verifiable action
HaClever01 Observe
sensors and telemetry in real time
▲ Anomaly detected
Root cause: insulation degradation
Confidence: 0.92
02 Diagnose
AI identifies anomaly and root cause
Recommendation
Isolate Transformer T-2 due to insulation risk
Risk: High03 Decide
supervisor agent recommendation
Confirm critical action
04 Approve
engineer confirms critical action
✓ Command executed
Equipment: CB-17
Action: Open
2026-07-20 09:41:03 UTC
Audit log · sealed
05 Act & Learn
equipment command and audit log
Critical actions remain under human control
MISSION // RELIABILITY
PRINCIPLE // VERIFY BEFORE YOU ACT
SELECTED PROJECT
AI diagnostics for distribution equipment
Early defect detection without production downtime
AI platform for telemetry and equipment behavior analysis
Edge controller, ML models, SCADA, MQTT, OPC UA
Continuous monitoring and reduced unplanned outages
- 2024
Industrial Telemetry Platform
Sensor data collection, aggregation and visualization: edge gateways, stream processing, operator dashboards and integration APIs.
SOFTWARESOURCE: GitHubActive - 2019–2024
Web platforms: Lectr, Vimbo, Prizma
Subscription content platforms with an audio player, an audio publishing house with e-commerce, and a Telegram end-to-end analytics SaaS.
SOFTWARESOURCE: lectr.ruIn production - 2024
Edge Controller Prototype
An industrial controller for local telemetry processing and running ML models next to the equipment.
HARDWARESOURCE: InternalPrototype - 2023
Memristive Structures Research
Multilevel a-Si memristive structures for analog computing — jointly with MIET and the Kurchatov Institute.
RESEARCHSOURCE: Ioffe InstitutePublished - 2019
Digital Breakthrough — finals winner
A media platform with a video-generation neural network; won the Association of Volunteer Centers nomination, 500,000 ₽ prize.
EVENTSSOURCE: MIETWinner - 2020
MIET Hackathon Partnership
Authored two applied challenges and mentored student teams at a 48-hour hackathon.
EVENTSSOURCE: MIETCompleted
Research
We study matter. We build working systems.
Together with MIET and the Kurchatov Institute, we research memristive structures and their integration into AI systems and industrial electronics.
Team / Studio
Dmitry Ichetkin
founder / engineer
Emil Sataev
co-founder / AgentOps
Sasha Grigory
head of frontend
Have equipment and a complex task? We'll assemble a verifiable circuit.
Tell us about your task — we'll respond within one business day.