Model deploys from five days to five minutes
At a large insurer: the move to API-based models on AWS, plus a freight-sizing heuristic that improved logistics planning.
At Porto Seguro, good models were slow to reach production — a five-day deployment cycle throttled how fast the business could act on them.
Great models, stuck in the lab
A multi-day deployment process meant every model improvement waited days to ship — and logistics planning relied on rough freight sizing that left efficiency on the table.
APIs, cloud, and a sharper heuristic
Renan started the company's move toward API-based models and AWS cloud computing, and shipped a freight-size estimation heuristic used in logistics planning.
Minutes, not days
Deployment dropped from five days to five minutes, and the freight-sizing heuristic improved logistics planning by around 20%.
What BIS would do
Closing the gap between a working model and a reliable production system is engineering — API serving, cloud architecture, and the pipelines to trust a deploy. BIS builds that so your team ships in minutes.
Have a problem worth solving?
We start with a conversation, prove the value on a focused POC with your real data, then ship it — measurable ROI, not a model demo.