Konductor AI workflows
We build custom implementations of Konductor, our open-source, multi-model AI agent framework. It fits work that ordinary deterministic code can't handle but where unpredictable LLM output isn't acceptable: document verification, architecture reviews, automated content pipelines, and structured customer conversations.
We used it for a year on live projects that touched ERPs, payment gateways and POS systems before we open-sourced it.
Digital agents
We design and deploy fully autonomous digital receptionists and agents, such as Clara, Kamala, Tim, and Brian, that represent your business to clients 24/7. They answer inquiries, qualify leads against precise rules, check technical status, and answer pricing questions in short, direct replies.
Ava, the receptionist on this site, is built the same way. You can try her before you talk to us.
Analytics and BI infrastructure
We set up complete cloud data warehouses and analytics dashboards. The work runs from POS integration to ETL pipelines in Google BigQuery, where we clean and structure raw transaction data. The results appear in Looker Studio charts that your leaders can use to base decisions on data.
One coffee chain we worked with had more than 200 outlets on five different POS systems. We brought all of it into one BigQuery platform.
Edge AIoT telemetry
We connect physical hardware to cloud networks. Our builds run lightweight Node-RED flows on Orange Pi or Raspberry Pi hardware, with a PostgreSQL/Redis database backend and Grafana. Together they handle monitoring, alerting, and remote commands for industrial or experimental setups.
We have run Node-RED on Raspberry Pi 4 boards that monitor greenhouses and on Android phones running Termux.