B2Sage — build and deploy ML pipelines, no code required
Design, automate, and monitor your entire machine learning workflow — from loading raw data to training and redeploying a model — in one visual pipeline builder.
What it is
B2Sage lets you design and automate your machine learning processes as visual "pipelines" — covering everything from data loading to model development and deployment, managed side by side. You're not locked into a single database either: pipelines can pull from PostgreSQL, MSSQL, MongoDB, Amazon S3, or whatever source you're already running. Once a pipeline runs, its outputs and results show up both in the pipeline platform and directly inside the B2Metric IQ module — no manual export or hand-off required.
How a pipeline runs
Load your data
Pull data from PostgreSQL, MSSQL, MongoDB, Amazon S3, or whatever database you already use.
Clean & engineer features
Run your data through Data Clean and Feature Engineering steps before it reaches the model.
Train your model
The final step runs Model Training on your prepared data.
Keep it fresh, automatically
Set a Schedule trigger to retrain at a set frequency, or wire up an API trigger to retrain on demand.
Keep models fresh, automatically
Every pipeline can update itself through one of two trigger types — pick whichever fits how your data changes.
Schedule
Pick a frequency — daily, weekly, or whatever cadence fits — and the model retrains itself on that interval.
API
Connect an API endpoint. Every time it's called, a fresh model update kicks off.
One Run screen for everything
Track the status of every model, pipeline and trigger you've set up, and pull up the logs generated while a pipeline runs — all from the same screen.
Why teams use it
No-code pipeline builder
Design a full ML pipeline — from data loading to model training — without writing infrastructure code.
One screen to track everything
The Run screen shows the status of every model, pipeline and trigger you've set up, in one place.
Logs when you need them
Any log generated while a pipeline runs is available right there in the same screen.
Connected to B2Metric IQ
Pipeline outputs and results show up in both the pipeline platform and the B2Metric IQ module — no manual hand-off.
Build your first pipeline in B2Sage
Start free — no credit card. Connect a data source and train your first model today.
