Infrastructure
DBCV
An open platform for orchestrating AI workflows and a multi-agent runtime with token-cost-aware routing.
DBCV is Carbonfay’s strategic asset: an open-source platform for AI workflows and multi-agent systems. Not a library, not a model wrapper — the environment in which production systems are built with predictable economics and traceable behavior.
What it is
An open orchestration platform: a visual workflow editor, a multi-agent runtime, cost-aware routing and enterprise integrations. One runtime for workflows, agents and tools — instead of every team rebuilding the infrastructure from scratch.
Cost-aware routing and hybrid model networks
DBCV distributes steps between cheap/fast and strong models by a step’s cost, latency and risk. A hybrid model network produces cost-controlled pipelines instead of one expensive model for everything — and that decision is made at the platform level, not hardwired into each workflow.
Orchestration and runtime
Orchestration of workflows and multi-agent scenarios: branching, retries, explicit state, handoff to a human. Workflow state is materialized and observable — for any result you can reconstruct how it was produced.
Open source and integrations
Open source code, enterprise integrations, extensibility. The platform can be modified for your needs, used in research and in theses — with no licensing lock on core infrastructure.
Education and labs
DBCV is the basis for practical AI engineering labs: a student builds a small but complete system thinking in workflows and the platform, not a single prompt. See the education section for details.