The full stack behind intelligent products
AI is what we lead with, and we build the layers beneath it too — so we can deliver from raw sensor data all the way to a decision.
We build every layer — so we deliver intelligence end to end, not just the last mile.
One team across the whole chain
Most vendors own a slice. We design the devices, the connectivity, and the platforms that gather your data — then put AI on top of it. Fewer hand-offs, one accountable partner.
- Custom hardware and firmware at the edge
- Real-time ingestion, storage, and dashboards
- Intelligence built on the data you already collect
AI Solutions
Production AI applied to your hardest decisions and your highest volumes.
LLM & Generative AI
Production language models, not demos.
We build LLM systems that hold up in the real world — classification, extraction, document intelligence, and natural-language interfaces — with grounded, auditable outputs and reliability hardening for real load.
- Domain-grounded classification & extraction
- Retrieval-augmented generation (RAG)
- Natural-language interfaces over your data
- Prompt architecture & evaluation harnesses
- Timeout / retry guards & cost observability
Custom AI & Automation
AI embedded into the work you already do.
We automate complex decisions and high-volume processing that used to need manual experts — wired into your existing workflows, queues, and systems, with humans kept in the loop where it matters.
- Decision automation & triage
- High-volume batch & queue pipelines
- Workflow & back-office integration
- Human-in-the-loop review flows
- Versioned, auditable outputs
AI on Your Data
Turn operational and sensor data into decisions.
Predictive maintenance, anomaly detection, and forecasting on the operational and sensor data you already collect. Because we also build the IoT platforms that gather it, we can take you from raw telemetry to intelligence end to end.
- Predictive maintenance models
- Anomaly detection on time-series
- Demand & consumption forecasting
- Streaming + historical data pipelines
- Dashboards & alerting on predictions
Engineering capabilities
The platforms, hardware, and software that generate the data, run the models, and put the results to work — built and maintained by the same team.
Industrial IoT & Cloud
The data engine beneath the intelligence.
Multi-tenant platforms that ingest device telemetry in real time, store it reliably, stream it live to dashboards, and automate actions — MQTT to dashboard to device control.
- MQTT / HTTP / TCP ingestion at scale
- Time-series storage (TimescaleDB)
- Live dashboards & real-time delivery
- Alarm rules & flow automation
- Multi-tenant, role-secured architecture
Embedded Systems & Electronics
The sensors and edge that generate the data.
Custom hardware, firmware, and embedded Linux — wireless modules, gateways, sensors, and measurement probes engineered for demanding industrial environments. 25 years of building devices that simply work.
- Custom PCB & electronics design
- Firmware (RTOS, bare-metal, ESP32/STM32)
- Embedded Linux & Yocto custom OS
- Wireless: BLE, Zigbee, LoRa, cellular
- Industrial measurement & sensing
Enterprise Software & ERP
Complex business platforms, built end to end.
We design and run large, multi-module business platforms — procurement, sales, finance, HR, projects, and field execution — multi-tenant and role-secured. Proof that we ship production systems, not prototypes.
- Multi-module ERP (procurement → dispatch)
- Multi-tenant, white-labeled deployments
- Role-based access control (RBAC)
- React/TypeScript + NestJS + PostgreSQL
- Secure, maintainable, testable code
Have a problem worth solving with AI?
Tell us what you’re trying to build. We’ll tell you straight whether AI is the right tool — and how we’d ship it.