Runtime Telemetry

Definition

Runtime Telemetry is the systematic design and evaluation of runtime telemetry within the live enforcement of identity, authority, policy, safety, telemetry, recovery and lifecycle controls during execution.

Why this matters

Weak runtime telemetry can lead to unsafe deployment, unlawful or unauthorised action, wasted public resources, loss of rights, poor accountability and declining institutional trust.

Research questions

Which controls, evidence and institutional arrangements make runtime telemetry effective in practice, and how do outcomes vary by sector, system risk, organisational maturity and operating context?

Hypotheses

An explicit, testable and continuously evidenced approach to runtime telemetry, with clear ownership, independent review, runtime telemetry and recovery, will outperform policy-only or periodic compliance approaches.

Proposed methods

runtime control testing; policy-as-code validation; fault injection; authority-path analysis; telemetry review; rollback exercises; stakeholder interviews; document and control review; fault and incident simulation; longitudinal implementation assessment; methods adapted specifically to Runtime Telemetry

Stakeholders and beneficiaries

citizens; public servants; executives; boards; regulators; auditors; legal and risk teams; technology teams; service users; civil society; suppliers