A twin that stays consistent with the site
Ongoing model and data maintenance, metric iteration and scenario expansion
The most common fate of a twin after launch is gradual divergence from the site. Under an annual engagement we maintain models and data, iterate metrics and expand scenarios, with a change-sync mechanism that keeps the twin credible after site changes, equipment replacement and process adjustments.
Our approach
One team scopes, executes and retests; conclusions are delivered as evidence, not checklists.
Change sync built into site processes
Twin updates are a step in the approval flow for site modifications and equipment changes, so no change is missed.
Metrics and views iterated on usage
Usage data for each view and metric is reviewed regularly; unused ones are retired and frequent needs added.
Expansion reuses existing assets
New scenarios build on existing models, data integration and interfaces, with falling marginal cost.
Deliverables
Annual operations service
Model updates, data integration maintenance, platform operations and incident response.
Quarterly operations report
Availability, data quality, usage and iteration recommendations.
Scenario expansion
New areas, equipment and functions delivered to the annual plan.
How we deliver
Four stages, each with defined inputs, outputs and a client sign-off.
Operations start
Handover, change-sync mechanism, operations metric baseline.
Day-to-day operations
Change response, incident handling, data quality monitoring.
Quarterly review
Operations report, usage analysis, iteration plan.
Annual expansion
New scenario requirements, implementation, acceptance.
Frequently asked questions
Notes on scope, execution and delivery standards. Contact us for anything not covered here.
Model and data change updates, platform operations and incident response, data quality monitoring, quarterly reports and iteration recommendations. Scenario expansion is scoped separately under the annual plan.
Start from where you stand
Security, data and AI each start with a review of where you stand. The report and its findings are yours, whether or not the engagement continues.