Neona Energies

Context

Energy storage changes the economics of electricity. But capturing that value requires coordinating physical assets, market participation, and real-time operations — a problem that spans engineering, finance, and regulation.

Challenge

Build software infrastructure that can operate reliably in a domain where the rules change, the physics is unforgiving, and the cost of being wrong is measured in real money and real outages.

Approach

We treated the system as a set of coupled control loops: physical state, market signals, operational constraints, and human oversight. Each layer had clear boundaries and explicit failure modes. Monitoring focused on invariants that mattered, not vanity metrics.

Outcome

Infrastructure that supported storage operations across changing market conditions, with enough observability that operators could trust the system’s decisions — and override them when context demanded.

Lessons learned

• Cyber-physical systems need cyber-physical thinking. Software reliability standards aren’t optional when atoms are involved.
• Markets are part of the system. Ignore economics and your engineering optimizes the wrong function.
• Operators are users. The best automation still needs a human who understands what it’s doing.