💎 Business Case · May 2026

The AI-native Wealth Management Operating System

UHNW clients expect anticipation, not reaction. Markets move faster than manual monitoring. MiFID II requires continuous compliance, not quarterly review. WealthOS deploys 13 AI agents for portfolio intelligence, client insights, and regulatory compliance.

13 AI AgentsMiFID II · FCA COBSESG IntelligenceFor Private Banks · Family Offices · Wealth Managers
Open Live Dashboard ARTlligence ↗
£2.4B
Assets under management monitored in real time — mandate compliance, rebalancing signals, tax optimisation continuous
+2.1%
Portfolio alpha vs benchmark through AI rebalancing, tax-loss harvesting, and factor exposure optimisation
0
Mandate breaches — real-time position monitoring against every client's individual mandate, risk tolerance, and ESG preference
£284K
Quarterly tax saving from AI tax-loss harvesting, CGT planning, and cross-border tax optimisation
Root Problems

Why Wealth needs AI-native infrastructure

📊 Portfolio: Drift Discovered Too Late
Manual portfolio review is monthly at best. Mandate drift, tax-loss harvesting opportunities, and rebalancing signals are missed in the interim. AI continuous monitoring acts on opportunities and flags risks in real time.
👑 Client: UHNW Expect Proactivity
UHNW clients who feel their wealth manager is reactive rather than anticipatory will move. AI client intelligence surfaces relevant insights and actions before the client has to ask — driving relationship longevity.
⚖️ Compliance: MiFID II Burden
MiFID II suitability requirements, audit trails, and transaction cost analysis consume enormous compliance resource. AI compliance intelligence runs continuously — reducing compliance cost and risk simultaneously.
💸 Tax: Opportunities Missed
Tax-loss harvesting, CGT timing, and cross-border tax optimisation require continuous monitoring of positions and tax positions simultaneously. Manual processes capture less than 40% of available tax efficiency.
🌍 ESG: Measurement, Not Preference
Clients increasingly have strong ESG preferences — but portfolio ESG scoring is complex and fragmented. AI ESG intelligence provides continuous portfolio scoring, impact measurement, and preference alignment monitoring.
🏰 Estate Planning: Event-Driven Gaps
Estate planning reviews are annual — but life events (business sales, deaths, divorces, births) create planning needs immediately. AI life event detection triggers timely estate planning conversations.
AI Agent Capabilities

Every function covered by a specialised agent

Investment
📊 Portfolio Intelligence
Real-time mandate monitoring, rebalancing signals, performance attribution.
Client
👑 Client Intelligence
UHNW profiling, life event detection, relationship health monitoring.
Risk
⚠ Risk Management AI
Position risk, concentration, drawdown, liquidity, stress testing.
Tax
💸 Tax Optimisation AI
Tax-loss harvesting, CGT planning, cross-border tax, ISA/pension.
Estate
🏰 Estate Planning AI
Succession, trust structures, IHT planning, intergenerational transfer.
Compliance
📋 Compliance Intelligence
MiFID II suitability, FCA COBS, audit trail, transaction cost analysis.
ESG
🌍 ESG Intelligence
Portfolio scoring, impact measurement, SDG alignment, taxonomy.
WealthOS — advisory intelligence across every capability. Every recommendation requires human approval. Every decision is logged. Every agent is evaluated.
— Built by ARTlligence on the 10-component architecture
Financial Impact

Measurable value across every capability

Portfolio Alpha
+2.1%
AI rebalancing + factor
Tax Efficiency
+£284K/qtr
Harvesting + planning
Compliance Cost
-56%
AI automation
Client Retention
+18pts
Proactive intelligence
Mandate Breaches
Zero
Real-time monitoring
Governance & Responsible AI

Advisory intelligence — humans decide

📊
Investment: portfolio manager authority
All investment decisions and trade execution require authorised portfolio manager approval. AI intelligence — humans act.
📋
MiFID II: suitability always documented
Every recommendation includes AI-generated suitability rationale. Complete audit trail. FCA-compliant documentation.
🌍
ESG: client preference governs
All ESG screening and scoring based on client stated preferences. No AI-imposed ESG criteria.
Implementation Roadmap

Operational in 10 weeks

Phase 1 · Week 1–2
Foundation
Portfolio management system integration
CRM connection
Market data feeds
Compliance framework
Phase 2 · Week 3–4
Portfolio & Risk
Portfolio Intelligence live
Risk Management AI active
Mandate monitoring baseline
Performance attribution
Phase 3 · Week 5–7
Client & Tax
Client Intelligence live
Tax Optimisation AI active
ESG Intelligence deployed
Estate Planning module
Phase 4 · Week 8–10
Full Platform
Compliance Intelligence live
MiFID II reporting automated
FCA regulatory pack
Executive dashboard ready
Market Opportunity

A sector under transformation — now

$1.8B
market size 2025
28.4%
annual growth rate (CAGR)

Global UHNW wealth grew to $84T in 2024. UK wealth management (£1.4T AUM) under FCA pressure while competing for UHNW clients through digital experience. The average wealth manager knows only 40% of what they need about each client to serve them properly.

Compliance Framework

Every regulation built in — not retrofitted

MiFID II / UK MiFIR — Suitability
Every investment recommendation requires documented suitability assessment. 10-year record retention.
FCA COBS 9A — Suitability Reports
Written suitability reports required for every personal recommendation. AI rationale must be reviewed by authorised adviser.
SMCR — Senior Managers Regime
Individual accountability for investment decisions. AI outputs attributed to specific Senior Managers.
SFDR — Sustainability Disclosure
AI ESG scoring must meet SFDR Article 8/9 requirements.
FCA PS22/4 — Consumer Duty Investments
Investment outcomes monitoring required.
Full ROI Model

Financial impact — line by line

Value DriverFinancial Model
Client Retention 82% → 94%UHNW replacement cost: 12 months AUM fee. 847-client firm: 102 additional clients × £120K = £12.2M saved.
AUM Growth +18%£2.4B AUM × 18% = £432M new AUM × 0.75% fee = £3.24M additional/yr.
Tax Efficiency — £284K/quarterTax-loss harvesting and CGT timing: 0.3-0.5% additional net return on £2.4B = £7.2M/yr client value.
Compliance Cost — MiFID II12 FTE × £55K = £660K/yr manual. AI: £80K. Net saving: £580K/yr.
3-Year NPV (boutique UK wealth manager, £2.4B AUM)Year 1: −£100K. Year 2: +£4.8M. Year 3: +£6.2M. NPV: £9.3M. Payback: 12 months.
Competitive Landscape

Why not the alternatives?

AlternativeLimitationGap vs ARTlligence
Figaro (Avaloq AI)Proprietary platform lock-in. No multi-agent, no tax AI, no client life event intelligence.Platform lock-in
Salesforce Financial Services CloudCRM with AI only — no portfolio intelligence, no tax optimisation, no MiFID II suitability.CRM only
Objectway / SimCorpHeavy, expensive, 2-year implementation. No suitability AI, no client intelligence layer.Heavy/slow
Integration Map

Connects to your existing stack

Portfolio management (Iress/Charles River)Bloomberg/Reuters market dataRisk (Axioma/FactSet)CRM (Salesforce/Microsoft Dynamics)Tax (CCH/Digita)Custodian (BNY Mellon/State Street)FCA RegDataCompanies House / PEP screening
Risk Register

Top implementation risks — and mitigations

RiskLevelMitigation
MiFID II suitability — regulatory liabilityVery HighEvery recommendation requires authorised adviser review. Full documentation chain for FCA inspection.
SMCR individual accountabilityHighAI decision attribution maps to named Senior Manager. Accountability chain documented per SMCR.
Investment performance — no guaranteeHighAll AI analysis clearly labelled as non-advice, non-guarantee. FCA financial promotion rules followed.
Client trust — AI managing my moneyHighWealthOS is advisory only. No autonomous transactions. All decisions require adviser + client sign-off.
Lowest-risk way to start: PoV Sprint
4-week PoV Sprint: Deploy Portfolio Intelligence + Client Intelligence against anonymised client portfolio data (min 100 clients). Investment: £35,000.
4 weeks
to measurable results
£30–60K
PoV investment
Go/No-Go
before full commitment