The AI Operating System for European mid-market wealth management
Three macro forces converging. The window to build the AI OS in wealth is open now.
The largest intergenerational wealth transfer in history is underway. Recipients expect digital-native, personalised, always-on service that most wealth managers cannot deliver at scale. Source: Brooks Macdonald UK wealth transfer data.
AI spend at wealth management companies is set to triple within the next 3-5 years, surging from 16% to 37% of IT budgets as firms race to keep pace with industry change. Source: Wipro 2024 US wealth management survey.
Up from 58% in 2022. Wealth firms are moving from experimenting with AI to embedding it in regulated workflows, including compliance, research, and reporting. Source: Bank of England and FCA AI survey 2024.
Legacy systems can't scale trust, personalisation, or performance.
Relationship managers at private banks lose most of their day to manual data processing, fragmented platforms, and unintegrated research rather than clients. Source: McKinsey, Analytics transformation in wealth management.
Automating operational work can free almost half of RM time, with enough capacity to double AUM and revenue per adviser. Today that upside is trapped behind admin. Source: Accenture, Future of Asia Wealth Management 2023.
Wealth and asset managers spend most of their technology spend running legacy systems, leaving only 20-40% for change. Innovation is starved while costs compound. Source: McKinsey, Reshaping asset management operations with technology transformation.
Fragmented tech stacks across custody, portfolio, CRM, research and compliance mean every workflow crosses multiple systems, breaking data quality and oversight. Source: PwC Digital Banking Survey 2023.
An AI-powered operating system that connects data, agents, and workflows into a single workspace. Purpose-built for wealth managers.

One intelligent workspace for every role. Natural-language research, policy-governed actions, full audit trail. Unifies data, applications, news, research, and third-party providers with the WealthAi OS orchestrating workflows at scale.
Purpose-built for Family Offices & EAMs, Wealth Managers, and Private Banks. Founded in 2023, backed by leading fintech VCs, strategic investors who are also clients, and industry-aligned angels.
Deep domain expertise across wealth management, AI engineering, regulatory compliance, and enterprise platform building.
20+ years fintech & WealthTech. Built and scaled regulated platform businesses. Scaled Paxos.
Strategic leader in enterprise AI and platform delivery. Deep financial services and platform background.
Qualified lawyer, ex-regulator. Extensive wealth and investment management expertise.
Full team: AI Engineering, Forward Deployment, Pre-sales, Commercial, Marketing. Growing to 26 FTE by end of 2026.
A dedicated AI-powered co-worker for every role. Advisors, Compliance Officers, Investment Managers, and Operations.
Every layer designed for regulated wealth workloads. A deeper view of how the platform is built and what it ships with today.

Experience is where the sales motion lands first. Intelligence is where the platform compounds with every agent added. Foundation is where the regulatory and integration work that competitors underestimate gets done. The three pillars are built to operate together, not as separate modules bolted on later.
An example 100-person wealth manager grows from 10 users with 1 agent to 100 users with the full platform. ARR grows ~10x in 24 months.
| Tier | Example | Headcount | Assistant Users | ACV (Platform) |
|---|---|---|---|---|
| Boutique | New College Capital | <10 | 3 | £18K |
| Small | Patronus Partners | 10-25 | 10 | £57K |
| Medium | Saranac Partners | 25-100 | 25 | £147K |
| Large | JM Finn | 100-500 | 40 | £196K |
| Very Large | Mediobanca | 500+ | 150 | £495K |
| Average ACV | LTV:CAC | CAC Payback | NRR | Gross Margin |
|---|---|---|---|---|
| £132K | 16.9x | 7.1 months | 108% (compounding) | 75% |
Modelled metrics from financial model V2. The first cohort is in flight; observed CAC and ACV will be published after Q3 2026 close, NRR after 12 months of usage at the anchor client (Q4 2026).
| Stage | Firms | Y1 TCV (unweighted) |
|---|---|---|
| Live / MSA signed | 2 | £76.6K |
| Signed / Closed | 4 | £401.5K |
| Use Case Workshop | 5 | £267.4K |
| 2nd Meeting & Demo | 7 | £462.8K |
| Initial Contact | 7 | £1.4M |
| Total | 25 | £2.6M |
Partners flow into the platform to deepen what we sell. WealthAi flows out through platform partnerships to reach their clients.
"WealthAi will help transform the Wealth Management industry as AI helps drive a new era in performance. Already, we can see the direct benefits of AI supporting our business in terms of how we can develop user engagement & platform usage."
- Jonathan Cooper, CCO Capital Economics
Regulation compounding, enforcement sharpening, AI crossing the line, capital pricing the category. Inside a 24-month window.
Regulation compounds the compliance burden. Enforcement puts a live-fire price tag on failure, including £23M of redress at Lighthouse (Quilter) in May 2023, £18M fine at Julius Baer in September 2023, £426M set aside by SJP in 2024, CHF 12.7M confiscated from Mirabaud in 2024, and £42.4M in fines at Barclays in 2025 across two AML cases (one £3.1M tied to WealthTek client-money failings, the remainder relating to a separate Stunt & Co matter). Technology crossed the line with GPT-4, Claude 3.5 and reasoning models, with ESMA explicitly accepting AI under MiFID II. Market capital has priced the category with three AI-native Series As in twelve months. The cost strip above quantifies the burden on the firms we sell to.
Every other AI-native OS player is either tier-1 focused, US focused, or not wealth-pure. We own the open gap in the segment.
| Feature | WealthAi | Unique AG | Nevis | Avantos |
|---|---|---|---|---|
| Agentic Desktop App | ✓ | ✗ | ✗ | ✗ |
| Compliance-aware (FCA/MiFID II) | ✓ | ✗ | ✗ | ✗ |
| AI OS / full orchestration | ✓ | Partial | Partial | Partial |
| MarketPlace (17+ partners) | ✓ | ✗ | Limited | ✗ |
| 250+ custodian integrations | ✓ | Limited | ✗ | ✗ |
| Client File (CRM) | ✓ | ✗ | ✗ | ✗ |
| European mid-market ICP | ✓ | ✗ | ✗ | ✗ |
£5.5T UK wealth in motion. £600M addressable across our three initial markets (UK, Switzerland, Italy). Methodical, market-by-market expansion.
UK intergenerational wealth transfer underway over the next 30 years (Brooks Macdonald). The buyer base is changing.
From ~8,030 today, holding $5.4T in assets (Deloitte 2024). The fastest-growing buyer segment in our ICP.
Across our three initial markets (UK, Switzerland, Italy) at our blended ACV. GCC follows in 2027-2028, US in 2028+. 6% capture delivers £36M ARR.
US wealth managers increasing AI spend year-on-year (Wipro 2024). The European mid-market follows.
Reference clients, EAM compliance working group, seed funding.
Private Banking, Family Office & EAM density. Starting with strategic anchor clients including Mediobanca.
High-growth WM market, limited legacy tech, strong appetite for AI.
Largest WM market ($30T+ AUM). Planned entry with proven platform.
50% soft committed | Close target: June 2026
~£732K ARR signed, 11 clients live, UK and initial EU operations established, product roadmap proven. Cash positive throughout. Profitable in 2028 (+£4.0M EBITDA).
The AI Operating System for the next era of wealth management.
£3M Seed | 50% soft committed | Target close: June 2026
Jason Nabi
jason@wealthai.techwealthai.tech | Confidential - April 2026
Front office. Middle office. Back office. WealthAi is the AI OS that runs every function.
A structured B2B funnel converts prospects via a cohort programme. Founder-led to Q2 2026, then sales team activates Q3 2026 onwards.
Jason runs the first cohort with Saranac as anchor sponsor. First paying clients convert in Q2 2026 (Patronus leads). Sales playbook documented as the cohort engine is proven.
SDR, Inside Sales, Cohort Delivery, Customer Success and Marketing/PR teams hired. Switzerland & Italy commercial teams follow in Q4.
Head of Sales / CCO hired. Multiple cohorts run concurrently per market. Founder transitions to strategic accounts and partnerships.
Early reference clients lend credibility within the cohort programme. Their voices accelerate conversion across the room.
"By using AI to interrogate unstructured data, WealthAi has the potential to revolutionise compliance monitoring and risk management, saving an incredible amount of time spent manually searching for key data."
- Philip Dench, Head of Risk & Compliance
"Capital Economics selected WealthAi as the strategic partner for AI to deliver research intelligence directly into the Capital Economics platform, enabling our clients to act on macro research in real time without leaving their workflow."
- Jonathan Cooper, CCO Capital Economics
"WealthAi will help transform the Wealth Management industry as AI helps drive a new era in performance. Already, we can see the direct benefits of AI supporting our business in terms of how we can attract new clients and grow our AUM."
- Rob Reoch, New College Capital
Partners extend the platform. WealthAi earns 20% of partner revenues. Every integration deepens moat and strategic value.
Foundational build. Scaled growth. Category leadership.
This is a long-term category build. 2026 is the foundation. The investors who back this round are backing the infrastructure layer of the next generation of wealth management.
Base scenario from financial model v2. £3M seed funds the build. Profitable in 2028 on +£4.0M EBITDA.
| Year | Clients | ARR | Net Rev | EBITDA | FTE |
|---|---|---|---|---|---|
| EOY 2026 | 11 | £732K | £212K | -£1.6M | 19 |
| EOY 2027 | 50 | £5.7M | £3.3M | -£1.5M | 21 |
| EOY 2028 | 116 | £15.5M | £10.9M | +£6.0M | 27 |
Base scenario from financial model V2. Conservative and Aggressive scenarios available in financial dashboard. Modelled unit economics: NRR 125% (2027) / 108% (2028), LTV:CAC 16.9x, CAC payback 7.1 months, gross margin 75%. The first cohort is in flight; observed CAC and ACV will be published after Q3 2026 close, NRR after 12 months of usage at the anchor client (Q4 2026).
Every fintech startup faces risks. What sets fundable teams apart is their ability to anticipate and mitigate them.
25-logo pipeline (£2.6M TCV), 7-firm Compliance Launch Group with built-in conversion path, Capital Economics distribution deal (250 end-clients).
Targeting mid-market (4-12 week cycles, not 12-18 months). £5-20K pricing removes procurement friction. Workshop framework accelerates from interest to commitment.
Different segment focus (mid-market vs RIAs/tier-1). Capital efficiency as a feature. Only team with genuine wealth management domain expertise.
Co-Founder is a qualified lawyer and ex-regulator. Compliance-first positioning is the moat, not the risk. SOC 2 in preparation.
The AI Operating System for the next era of wealth management.
£3M Seed | 50% soft committed | Target close: June 2026
Jason Nabi
jason@wealthai.techwealthai.tech | Confidential - April 2026
| Stage | Firms | Y1 TCV (unweighted) | Key Clients |
|---|---|---|---|
| Live (reference, non-invoicing) | 2 | £76.6K | Knightons, NCC |
| Signed / Closed | 3 | £326.5K | Saranac (MSA), CE (MOU, in redesign), Mediobanca PB |
| Use Case Workshop | 5 | £267.4K | R+B, Patronus, Brown Shipley, Plurimi, Alti Tiedmann |
| 2nd Meeting & Demo | 6 | £414.3K | Mediobanca WM, Swiss DFO, JM Finn, Stonehage, Saranac (Ops) |
| Initial Contact | 7 | £1.4M | Rathbones, Shackleton, Weatherbys, Holborn, Sanlam, Arbra, Raiffeisen |
| Total Pipeline | 23 | £2.48M TCV (unweighted) | First paying client en route: Patronus Q2 2026 |
Pre-integrated partners. WealthAi retains 10-50% of partner revenues.
| Partner | Product | Pricing | WAI Share |
|---|---|---|---|
| WealthAi | Assistant/Platform | £3,300/user/yr | 100% |
| WealthAi | Research Agent | £5,000/user/yr | 100% |
| WealthAi | Compliance Agent | £5,000/user/yr | 100% |
| WealthAi | API License | £15,000/firm/yr | 100% |
| Morningstar | Data Services | £5,000/user | 50% |
| MDOTM | Portfolio Optimiser | £36,000/firm | 20% |
| MDOTM | Portfolio Commentary | £36,000/firm | 20% |
| Axyon AI | Quant/PM | £100,000 | 25% |
| PlannerPal | Meeting Intelligence | £1,200/user/yr | 10% |
| Capital Economics | Research | £30,000 | 20% |
| Pritim | Data Aggregation | £90,000 | 10% |
| Stratiphy | PM App | £20,000 | 100% |
| Scrypt | E2C | £5,000 bps | 10% |
| ROYC | Alternatives | £50,000 bps | 10% |
| WealthKernel | E2C Custody | £100,000 | 20% |
| Tiller | AML Onboarding | £20,000/firm | 20% |
| GPTAdvisor | Advisory | £20,000/firm | 20% |
| Copper | Custody | £20,000 | 10% |
7 firms shaping the compliance product with direct input. Saranac Partners signed as anchor sponsor (MSA). 5 more being sourced to reach the 12-firm target.
| # | Firm | Type | Status | Pipeline ARR | Notes |
|---|---|---|---|---|---|
| 1 | Saranac Partners | EAM, UK | Founding Partner | MSA signed | Leading MAR Agent PoC |
| 2 | Patronus Partners | WM, UK | In Progress | £58K | Active engagement, also first paying client en route Q2 2026 |
| 3 | JM Finn | WM, UK | In Progress | £275K | 100+ users, board-level |
| 4 | Rathbones | WM, UK | In Progress | £93K | Major UK wealth manager |
| 5 | Mediobanca | PB, Italy | In Progress | £330K | Largest pipeline deal |
Combined pipeline ARR: £756K+ (4 firms in active discussions; Saranac MSA signed)