8 Product Development Roadmap¶

Phase	Build first	Evidence required before expansion
Phase 1 Foundation	Single-asset diagnostic, availability definitions, loss taxonomy and event review	Repeatable method, sample deliverable and client validation
Phase 2 Assurance	Compliance tracker, incident workflow and operating responsibility map	Obligation review, workflow testing and clear professional boundaries
Phase 3 Intelligence	Recurring dashboards, reconciliation and market-performance reporting	Stable data pipelines, quality controls and support model
Phase 4 Decision support	Maintenance and BESS optimisation, scenario analysis and backtesting	Validated constraints, benchmark, governance and user acceptance
Phase 5 Portfolio	Fleet optimisation, contract-aware decisions and integrated planning	Multiple asset data models, portfolio governance and risk appetite
Phase 6 Automation	Controlled alerts, recommendations and approved workflow integration	Cyber review, change control, monitoring, fallbacks and accountable owners

Capability	Likely approach
Operational analytics and reconciliation	Build internally around the team's direct operating experience
Market modelling and optimisation	Build prototypes; seek specialist validation for production use
Formal legal and regulatory interpretation	Partner with qualified legal or regulatory advisers
Power systems studies and GPS certification	Partner with appropriately qualified power systems engineers
Cybersecurity and OT integration	Partner with accredited OT and cyber specialists
Production trading or dispatch services	Partner with or become appropriately authorised and resourced before offering
Tax, finance and investment advice	Refer to licensed specialists