Software Retrofit for Existing Controls
Phaidra
This design choice turns a hard capex project into a fast software retrofit. Phaidra connects to the control systems a facility already uses, then writes better setpoints into the same valves, pumps, and fans, so the buyer does not need to shut down equipment, replace controllers, or win a large construction budget. That makes approval easier, deployment faster, and the sales process closer to buying software than rebuilding plant infrastructure.
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Phaidra plugs into existing building automation and SCADA systems through BACnet and OPC-UA. Those are standard ways to read data and send commands across building and industrial systems, which means the product can sit on top of mixed legacy equipment instead of forcing a rip and replace project.
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The workflow is lightweight by industrial standards. Phaidra first maps sensor points, trains in shadow mode, then starts making live adjustments every 5 to 10 minutes with operator override and automatic fallback to the original control logic. That lowers operational risk during rollout, which matters as much as technical fit in plant buying decisions.
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This is also how Phaidra competes against incumbents like Honeywell and Johnson Controls. Large automation vendors often sell broader hardware and controls stacks, while Phaidra can enter sites that already run those systems and improve performance without asking the customer to standardize on a new vendor or fund a multi year modernization program.
The market is heading toward software that rides on top of installed control infrastructure. As incumbents add more AI into their own platforms, the winners will be the vendors that can plug into the widest range of existing systems, prove savings quickly, and become the control layer customers trust before any future hardware refresh.