AI Insights & Executive Briefings
Curated national identity intelligence. AI recommends, summarises and explains — all final decisions remain with humans.
National identity posture stable with 2 high-priority items requiring action.
Iris pass rate dipped 1.8pp due to two device cohorts in Garissa and Mandera. Cross-facility duplicate cluster in Nairobi requires fraud-unit review. ODPC readiness holds at 86. Six briefings prepared below.
Prioritised briefings
Expand any briefing to see evidence and recommended actions
- Evidence
- Pass rate fell from 94.2% (Mon) to 92.4% (Sun) — 3σ outside 30-day baseline
- 78% of failures concentrated in 2 device cohorts (14 devices)
- Failure reason cluster: 'Excess reflection' (62%), 'Pupil constriction' (24%)
- Last calibration: 119 days ago (recommended ≤ 90)
Recommended actionDispatch calibration team to Garissa within 24h; remote firmware push v5.2.1 to Mandera fleet; raise CMS-level alert to county registrars.
14-day trend
Anomaly stream
Live signals (24h)
- 08:42HIGHIris AssuranceSpike in 'pupil constriction' iris failures · Garissa Referral · 14 devices
- 07:18MEDOfficer TrustOfficer Hassan Kibet — 6 manual overrides in 90 min (typical: 1)
- 06:55LOWIntegrationINT-ECT eCitizen latency p95 climbed to 1.8s (target ≤ 1.2s)
- 06:02HIGHFraud ClusterThree duplicate alerts from same mother phone across Nairobi facilities
- 05:30MEDField OpsMobile field kit MFK-09 offline > 14h · Turkana
- 04:12LOWComplianceAccess review C-07 overdue by 7 days (Security)
Ask the national assistant
Natural-language query
Approval SLA, Kisumu workflow uplift, certificate issuance throughput.
Iris device calibration cycle, northern county backlog, ODPC access review.
Cross-facility duplicate cluster, Immigration sandbox down with certificate expiring.