14 July 2026
SFIA as the accountability bridge
Responsibility levels for AI-era oversight.
work-skillsstandards
DIGITAL SKILL WORKS LTD / 12 PANES
SFIA in brief
- Point on sfia in brief in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Note constraints and what to defer.
Levels that stay human
- Point on levels that stay human in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Check prefers-reduced-motion style calm in delivery.
Routine work first
- Point on routine work first in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Note constraints and what to defer.
Oversight roles
- Point on oversight roles in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Check prefers-reduced-motion style calm in delivery.
Learning paths
- Point on learning paths in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Note constraints and what to defer.
Limits of taxonomies
- Point on limits of taxonomies in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Check prefers-reduced-motion style calm in delivery.
Pair with O*NET and ESCO
- Point on pair with o*net and esco in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Note constraints and what to defer.
Practical start
- Point on practical start in plain language.
- Owner and cadence if relevant.
- Link back to Insight and Action on the related pane.
- Illustrative signal only — not a benchmark.
- Check prefers-reduced-motion style calm in delivery.