Why Helmark was introduced
Speaklay's engineering team provides an early implementation context for Helmark: visible AI involvement, explicit Human Owners, component criticality, proportionate Evidence and human acceptance.
Initial adoption structure
The first stage focuses on L1 Visible Control: NONE / ASSIST / CORE, Human Owners, criticality for important components and minimum verification proportional to AI involvement and risk.
For AI-assisted work, the objective is not documentation for its own sake. Where STD 3.0 requires it, the team uses FRAME to make Outcome, Owner, Boundary and Evidence explicit, then applies CHECK and human acceptance inside the existing delivery flow.
What will be documented next
As the implementation progresses, this case study will be expanded with the workflow used at Speaklay, examples of classification decisions, tooling changes, lessons learned and validated outcomes.