We Are
B.E.A.R
BigData · Edge Computing · AI · Real-time Analytics — we are a team that passionately pursues goals with values that make us who we are. Our aim is to make the world more livable with bleeding edge technologies.
What Does B.E.A.R Stand For?
Every letter defines a technology pillar. Every pillar is a domain where we build enterprise-grade solutions that real businesses run on.
Turning Machine Data into Business Intelligence
Beartell was founded on a single conviction: the gap between raw industrial data and actionable intelligence is where value gets destroyed. We bridge that gap.
We integrate and give service to companies in need of our technology expertise. We also offer software and IT solutions for an extensive range of uses — from deploying edge nodes on factory floors to orchestrating AI voice agents in call centers. Full-stack intelligence: hardware to cloud, sensor to dashboard.
"You know we do and it can be done!"
PLC integration, OPC-UA/MQTT data collection, predictive maintenance, and Industry 4.0 dashboards — built for harsh operational environments.
Rugged edge nodes running ML inference locally, buffering and aggregating data before cloud upload — zero latency for critical decisions.
Model-agnostic MLOps: bring your own model or use ours. Automated training pipelines, A/B rollouts, drift detection, and versioning.
Streaming ingestion, OLAP-style queries, and live visualization for operational KPIs — from sensor pulse to executive dashboard in seconds.
Four Focused Solutions
Each product solves a distinct problem at the intersection of data, intelligence, and operations. Together they form a complete stack for the intelligent enterprise.
Enterprise AI voice call center built on Knixus Cloud. Ultravox.ai voice AI meets Jambonz telephony — powering inbound/outbound campaigns with real-time speech, LLM-powered transcript analytics, and custom KPI extraction from every conversation. Multi-tenant SaaS with Prepaid/Postpaid/Hybrid billing and 100% whitelabel.
- Ultravox.ai real-time voice AI engine
- Jambonz VoIP telephony backbone
- LLM analytics — Gemini / Groq / Ollama
- Campaign engine with Pause/Resume lifecycle
- Custom KPI extraction from every transcript
An exabyte-scale, edge-to-cloud data platform for the diverse data needs of Industrial-IoT enterprise applications. Ingests, stores, and manages data at scale to make computational techniques and resources immediately accessible — from IoT sensors to Spark, ML, and TensorFlow workloads.
- MQTT / OPC-UA / S3 / HDFS / Kafka / REST ingestion
- Hadoop, Spark, TensorFlow, PyTorch, H2O.ai, Sklearn
- Pub-sub streaming — edge-first for IoT sensors
- Global data fabric: any cloud, no cloud lock-in
- Kubernetes-native with stateful app support
Just like pre-DevOps application development, most data science organizations lack standardized ML workflows. BEARTELL AnyMLOps supports every stage of the ML lifecycle — data planning, model construction, training, deployment, collaboration, and monitoring. Operates on-premise, multi-cloud, or hybrid.
- Framework-agnostic: TensorFlow, PyTorch, ONNX, scikit-learn
- Automated A/B and canary deployments
- Feature store with data lineage tracking
- Drift detection and automatic retraining triggers
- On-premise, public cloud, or hybrid deployment
The transition to Industry 4.0 is based on the convergence of OT and IT. BEARTELL enables real-time integration between any data source on the shop floor with flexible Docker-based deployment. Any-to-Any Hub Architecture — vertical integration between all layers of the OT/IT stack, horizontal integration between machines, with intelligent analytics and triggers between endpoints.
- OPC-UA / Modbus / PROFINET / Ethernet/IP bridging
- Node-RED low-code platform for OT/IT teams
- Machine-to-machine automation and predictive maintenance
- SAP / Oracle ERP & MES integration connectors
- Digital twin support with real-time state sync
The People Behind B.E.A.R
Nearly 20 years of industry and professional experience driving Beartell's vision of intelligent industrial transformation — from edge IoT deployments to AI-powered enterprise operations. Passionate about the intersection of data engineering, machine learning, and real-world manufacturing and enterprise challenges.
Beartell and Knixus Technologies are both members of the Seqular Core Development Team. Beartell runs its entire development infrastructure on Knixus cloud — including its own dedicated Redmine, knix-doc, mcp-loc, and other Knixus products, each provisioned as a separate instance through the Knixus cloud platform. Beartell brings deep BigData, IoT, and industry expertise; Knixus brings cloud infrastructure and AI tooling. Together we build smarter.
You've found us — now we'll find
the best technology for you.
Whether you're deploying on the factory floor, scaling an AI voice call center, or operationalizing ML models — Beartell has the products and expertise to get you there.