BY ROLE · DATA & ML
Agents are only as good as the data they can reach.
The operationally important systems — ERPs, finance platforms, supply-chain tools — are exactly the ones without first-party connectors. And once data lands, agents that query it need to be observable and bounded. Bytevon builds both halves for you: the long-tail integration and the governed query layer on top.
THE DIFFERENCE
Before and after the system we build.
WITHOUT
The usual data gap
- Critical systems (SAP Business One, niche ERPs) have no connector.
- Agents run ad-hoc queries with no schema discipline or review.
- Analytics blends humans, bots, and agents into one misleading stream.
- No lineage from a model's answer back to the data it used.
WITH BYTEVON
With Bytevon's data layer
- Production Airbyte connectors for the long-tail systems you depend on.
- Agents generate parameterized SQL against a fixed schema — never ad-hoc DDL.
- Populations separated and explained; the SQL shown for review.
- Retrieval with explicit citations back to the source record.
THE DISCIPLINES THAT APPLY
Where we do the work.
GET STARTED
Sound like your problem?
Tell us what you're trying to build. A real engineer replies — no pitch, no slide deck.