HELVETIA Assist

AI-Powered Consular Operations — Concept Executive Summary

Prepared for: Consular Leadership

Prepared by: The Aigency

Version: Concept 1.0

Classification: Internal · Draft

Executive thesis

AI removes preparation and completeness overhead from Schengen visa processing at the Abu Dhabi mission. Officers reclaim time for judgement; applicants submit fewer incomplete files; leadership gains a real-time operating picture. Every decision remains with a human, every AI finding cites its source, every action is logged.

Simulated pilot KPIs

Metric	Before	After	Δ	Source
Average processing time	13.2 days	6.4 days	−52%	Case timestamps
First-pass completeness	61%	94%	+33 pt	Smart Upload logs
Officer minutes per file	28 min	9 min	−68%	Cockpit telemetry
Routine queries deflected	—	78%	new	Chat transcripts
Fraud flags raised · confirmed	—	14 · 9	new	Forensics module
SLA compliance (15 days)	84%	96%	+12 pt	Case timestamps
Applicant NPS	+22	+58	+36	Portal survey

Operational metrics

Lane · Fast-track

58%

Lane · Standard

34%

Lane · Enhanced

Backlog >10d

4 files

Decisions/day

Approve rate

88%

Request-docs rate

Refer/refuse rate

Integrity & fraud analytics

Pattern	Raised	Confirmed	Precision
Edited bank statement	5	5	100%
Insurance-date manipulation	3	2	67%
Employer identity spoofing	2	1	50%
Duplicate itinerary bookings	2	1	50%
Passport MRZ mismatch	2	0	0%

Zero AI-driven refusals. Every flag reaches an officer with cited evidence.

Volume & seasonality forecast

Month	Forecast	Capacity	Gap	Driver
June	410	420	+10	Baseline
July	520	420	−100	Summer travel
August	640	420	−220	Eid Al-Adha + summer peak
September	380	420	+40	Post-peak
December	560	420	−140	Winter holidays

Recommendation: 2 temporary officers for July–August + extend AI-triage hours to 20:00 through Eid. Holds SLA compliance at ≥94%.

Governance posture

✓
Human-in-command
0 AI decisions. Officers decide every file.
✓
Explainable flags
Every finding cites its source document.
✓
Full audit trail
Timestamped log of AI and human actions.
✓
Swiss data residency
FADP-aligned · data stays under Swiss jurisdiction.
✓
CoE AI Convention
Aligned with the Framework Convention on AI.
✓
Model transparency
Model cards + change log published to leadership.

Risk register

Risk	Likelihood	Impact	Mitigation
Over-reliance on AI brief	Med	High	Mandatory source-click policy + weekly sampling audit.
Bias in triage lane assignment	Low	High	Quarterly fairness review across nationality, gender, age.
Model drift on new fraud patterns	Med	Med	Monthly forensics retraining + human red-team.
Applicant data leakage	Low	Critical	Swiss data residency · encryption at rest and in transit.
Officer change-management	Med	Med	Two-week shadow mode + on-call champion per team.

Cost & ROI (indicative)

12-week pilot cost

CHF 240k

Annual run-rate (yr 2)

CHF 480k

Officer time reclaimed

1.8 FTE

Projected annual saving

CHF 1.1M

Payback period

5.2 months

Applicant re-submissions avoided

~2,300/yr

VAC email volume

−71%

Fraud losses averted (est.)

CHF 180k/yr

12-week pilot roadmap

Weeks 1–2
Environment setup · data residency confirmation · officer onboarding.
Weeks 3–4
Shadow mode: AI runs alongside current process, no applicant-facing changes.
Weeks 5–8
Portal + Cockpit go live for Tourism and Business visas. Weekly readouts.
Weeks 9–10
Gate review vs. KPI targets. Extend to Family and Study categories on pass.
Weeks 11–12
Final report · go/no-go decision · plan for rollout to Dubai and Doha missions.

Recommended next step

Approve a 12-week pilot in Abu Dhabi across Tourism and Business visa categories, with weekly KPI readouts and a formal gate review at week 9. Full audit log and human-in-command guarantees in effect from day one.

Concept demonstration by The Aigency — not an official product of the Swiss Confederation. All data is fictional.