Autonomous agent governance
Every AI agent registered. Every directive scoped. Every decision audited. Every override logged. The architectural foundation for "human-in-the-loop" today and the autonomous-finance operating system of the 2030s.
Directives · 3
scope, guardrails, audit, performance · per directiveContinuously evaluate Equinor / Aker BP / Frontline against Nordic energy cascade signals. Alert on regime shift; recommend size adjustment; never trade.
Monitor all Article 9 fund holdings against the 85% threshold proposal. Auto-generate reclassification scenario reports for human review.
When an AEGIS risk event affects regions with system-alignment friction, automatically run KG inference + spawn synthetic scenario.
Audit log · 5 recent decisions
every action SHA-256 timestamped · full reasoning preserved · zero revisionist history| When | Directive | Decision | Conf | Status | Hash |
|---|---|---|---|---|---|
| 2h ago | dir_1 | Reduce Wallenius Wilhelmsen by 30bps given Red Sea cascade + insurance premium spike. Cascade impact -1.8% expected over 28 days; portfolio exposure currently 8.4%; reducing 30bps trims tail without losing core thesis. | 0.82 | pending approval | aab1c2d3… |
| 8h ago | dir_1 | Equinor insider net flow flipped to +18m EUR over 7 days (z-score 2.4). SMK_INSIDER_NETFLOW_NORDIC crossed 2-sigma threshold; smart-money consensus shifted from neutral to long. | 0.86 | approved | bbc2d3e4… |
| 18h ago | dir_2 | Storebrand fund taxonomy alignment now 78%, below proposed 85% threshold. Holdings reclassification scenario A: lose Article 9 designation; scenario B: divest 4% of holdings to clear threshold. | 0.91 | approved | ccd3e4f5… |
| 1d ago | dir_3 | Run synthetic scenario 47 (Triple Squeeze) given current European bank stress + ECB OIS + sanctions context. KG inference flags 3-hop path. Surprise factor 0.91. Surface to IC for review. | 0.78 | overridden | dde4f5g6… |
| 2d ago | dir_1 | Aker BP Q1 production guidance revised down 1.4% on platform outage. Filing extraction + cascade matching; production miss has historical 0.6 elasticity to share price. | 0.74 | auto executed | eef5g6h7… |
- · Max confidence threshold per directive (currently 0.78–0.90)
- · Approver list defined per directive scope
- · Auto-pause if accuracy falls below 0.85 over 30-day rolling window
- · Hard rules: never trigger trading actions; never modify portfolio without approval
- · Decision accuracy by sector — top: Energy 94%, bottom: Information Technology 82%
- · Decision accuracy by region — top: NORDIC 95%, bottom: EAST_ASIA 86%
- · No systematic bias detected at 95% confidence over 30-day window
- · Next quarterly review: 2026-07-15
Every override and outcome is preserved. After 5 years, this becomes the largest dataset of human expert oversight of AI financial decisions in existence. After 15, the Agent Control Plane sets the regulatory standard for autonomous finance. Today, it's how you stay EU AI Act compliant. Tomorrow, it's how autonomous finance is governed.