Plant historian. PI, IP.21, Wonderware and similar. Already downstream of control, already collecting, and reading it usually adds no load to the process network. The path is worth confirming, because a historian that sits inside the control network or replicates from it is not as far downstream as its name suggests. Usually the lowest-risk path and the fastest to approve. The constraints are resolution and retention: many historians compress aggressively, and a signal stored at one-minute averages cannot be un-averaged later.
OPC UA. The modern standard, with per-certificate rights and built-in security. Most DCS platforms expose a server as a licensed option. Where one already exists, this is normally the preferred path. Where it does not, adding it is a change to the control system and needs the same approval as any other.
OPC DA. Legacy, COM and DCOM based, Windows only, and awkward to secure across a network boundary. Common on older installations. Workable, usually via a tunneller so DCOM does not have to cross the boundary at all.
Modbus TCP. Ubiquitous, simple, and easy to constrain by function code. No native security, so it depends entirely on network segmentation. Register maps are often undocumented or stale, which is usually the real cost rather than the protocol itself.
MQTT, including Sparkplug. Publish rather than poll, which suits constrained links and reports by exception. It requires something on the plant side to publish, so it is an addition rather than a read of what is already there.
PROFINET and fieldbus. Closest to the process and the most intrusive to join. Reserve for cases where the data genuinely does not exist further up, and expect the safety and warranty review to be correspondingly heavier.
What Yuji supplies for this. The Yunify protocol gateway speaks the paths above, OPC UA, OPC DA, Modbus TCP, MQTT with Sparkplug and PROFINET among them, and normalises them into one tag model so the acquisition decision does not have to be made per protocol. It writes into the Yunify Historian, a time-series store that sits on the site operations network and keeps the raw record at full resolution alongside the plant state that explains it. Both run on the plant side of the boundary described below, and neither requires a change to the installed PLC, DCS or SCADA. Where a site already has a historian it stays the source, and the gateway reads from it rather than replacing it.