OpenRoper StrategyBuilder — Govern & Scale

Close the loop from pilots to portfolio impact. Strategy Builder gives you governance, ROI verification, and an improvement cadence so the organization can scale what works...safely.

OpenRoper AI Strategy Ecosystem diagram highlighting Strategy Builder stage

StrategyBuilder anchors the Govern & Scale phase...measuring results and guiding safe rollout.

What StrategyBuilder Does

This stage ensures AI delivers sustained, auditable value. It formalizes roles and guardrails, manages evidence and ROI, and sets a release cadence so improvements become routine rather than ad hoc.

  • Governance & roles: owners, approvers, least-privilege data scopes, and audit.
  • Finance-grade evidence: KPI and ROI attribution rules, versioned assumptions.
  • Release & risk management: change control, rollback, and user communication.
  • Continuous improvement: feedback→tuning→retest loop across teams and sites.

Inputs & Outputs

Inputs

  • FieldAssistant workflow runs, KPI events, and operator feedback.
  • Blueprint ROI model & acceptance criteria.
  • Risk/guardrail definitions from TrailMap.

Outputs

  • ROI Ledger with traceable KPI deltas and attribution decisions.
  • Governance playbook (roles, approvals, data scopes, escalation paths).
  • Release plan & cadence for safe rollout across additional sites/users.

Example Deliverable — ROI Ledger (Excerpt)

KPI

  • MTTR
  • Repeat Truck Rolls
  • Recovered MWh

Delta

  • -22%
  • -28%
  • +0.3%

Attribution

  • Meets evidence rule A
  • Meets evidence rule B
  • Shared—weight 0.7

$ Impact

  • Labor + downtime avoided
  • Truck-rolls avoided
  • Energy value @ price/CF

Ledger entries link back to workflow runs and assumptions by version, enabling finance auditability.

Governance Model

Clear ownership and oversight keeps AI helpful and trustworthy. StrategyBuilder defines who can change what, how changes are reviewed, and how outcomes are communicated.

  • Roles: Product Owner, Data Steward, Approver, Operator Champion.
  • Approvals: change tickets, peer review of prompts/context and guardrails.
  • Auditability: provenance for recommendations and decisions.
  • Communications: release notes, quick guides, and training refreshers.

What Comes Next

StrategyBuilder turns pilots into a durable operating model. From here, teams loop back to FieldAssistant for the next iteration or scale to new sites and workflows.

Back to FieldAssistantView the Full Ecosystem →Start Your Journey