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Business Value Note

Date: 2026-06-16

This note frames the project for a business or product reviewer without overstating the current engineering boundary.

Product Position

The system is an operator-preview layer for Ukrainian BESS arbitrage. It helps a human operator inspect source-backed DAM/IDM hourly price context, battery state, candidate schedule value, and safety/readiness blockers before any real market or dispatch workflow exists.

The current repository proves decision-support quality and evidence traceability. It does not prove autonomous trading, legal market submission, or inverter dispatch.

Stakeholders

Stakeholder Need Current repository answer
BESS operator Clear hourly recommendation context /operator shows DAM/IDM preview, schedule/value comparison, SOC/SOH context, and guardrail status
Technical reviewer Reproducible evidence Final evidence summaries, API docs, tests, and verification wrapper
Academic committee Defendable novelty without overclaiming V2+ headline evidence plus DT/HF shadow evidence under strict boundaries
Future pilot owner Safe path to operational validation No-execution design, explicit blockers, and source-readiness gates

Value Levers

  • Better schedule/value selection than the strict similar-day comparator in the offline evidence packet.
  • Transparent guardrails for abstention and source-readiness blockers.
  • Faster operator review because market context, battery context, and evidence status are visible in one dashboard.
  • Lower implementation risk for future pilots because the current system keeps market execution disabled and separates preview from market submission.

What The Dashboard Should Communicate

  • The selected row is a recommendation preview, not a command.
  • Official/source-backed price context is preferred; forecast-store rows are used only for unpublished horizons.
  • V2+ remains the headline/default evidence.
  • DT/V2+ and HF are useful shadow/manual research paths, not promoted control.
  • A HOLD or abstention is a valid safety outcome.

What It Should Not Claim

  • Guaranteed profit or ROI.
  • Production market execution readiness.
  • Replacement of operator responsibility.
  • Legal compliance for market submission.
  • A deployed Decision Transformer or full DFL controller.

Pilot Readiness Interpretation

The repository is suitable as a controlled pilot foundation only after separate work adds operational ownership, explicit market integration, source/publication receipts, monitoring, incident response, legal review, and an execution-specific gate. Until then, the correct business description is:

Source-backed DAM/IDM hourly operator recommendation preview with offline and shadow evidence; market execution disabled.