AI won't replace your advisers. It takes the paperwork off their desk. Here are the five jobs where firms are saving real hours today, each with a live demo and the check that keeps it safe.
Before every meeting, the adviser reads the file, past notes, the portfolio and any news. AI does the reading and hands over one page.
Before
30–45 min
With AI
5–10 min
AI steps
Pull last 3 meeting notes and open tasks
Check portfolio vs agreed model
Scan news on the client's holdings
Write a one-page brief with questions to ask
Why it's safe: the brief is for the adviser only. No client sees it, and every point links to its source note.
Live demo · sample client
Press Run to start.
› Reading 3 past meeting notes (Jan, Apr, Jul)…
› Portfolio: equity 53% vs 45% target
› News: UK inheritance tax now based on residence
✓ Brief ready · 6 sources linked · 42 seconds
Meeting brief · James W. (sample) · Thu 10:00
Since last time
Daughter starts university in London next Sept [Jul notes]
Still waiting on proof of 2023 UK property sale [task #41]
Portfolio
Up 6.8% this year. Shares are 8 points over target [platform, 30 Sep]
Ask him
How will tuition be paid? Need cash set aside by Aug?
When did he leave the UK? New IHT rules may apply [news link]
Job 02 · Medium risk
KYC and onboarding paperwork
A new client sends passports, bank statements and payslips. AI reads them, fills the forms, builds a draft risk profile and flags what's missing.
Before
2.5 hours
With AI
60–90 min
AI steps
Extract name, ID, address, income from uploads
Fill the fact-find and engagement letter
Score the risk questionnaire, spot contradictions
Flag missing proof of source of wealth
Why it's medium risk: it handles personal data. Use a tool that keeps data in your account and doesn't train on it. The compliance officer signs off every file.
Live demo · sample documents
Press Run to start.
› Passport: name, nationality, expiry read
› Bank statement: salary AED 68,000/month confirmed
› Risk answers: "cautious" but wants 12% a year CONFLICT
✓ Draft ready · 180 words · sent for supervisor review
Q3 update · draft · awaiting approval
Your portfolio grew 2.9% this quarter [report p.1]. Most of the gain came from global technology shares, which rose 9% as large companies reported strong profits.
Your bonds added a steady 1.2%. Gulf property funds fell 2% as rents in some areas cooled. That holding is small, about 6% of your money.
Because shares did well, they now make up more of your portfolio than we agreed. I'll suggest a small rebalance when we speak.
Job 04 · Low risk
Rebalancing notes
When the adviser moves money between investments, the reason has to be written on file. The adviser decides. AI writes the note.
Before
15 min each
With AI
3 min each
Per-note times are illustrative. The source says "small per change, adds up over a quarter".
AI steps
Read the trade the adviser approved
Compare before and after against the model
Link it to the client's risk profile
Write the file note
Why it's safe: AI records a decision a human already made. It never makes the decision.
Live demo · sample trade
Press Run to start.
› Trade: sell USD 190k global equity, buy short-dated bonds
› Equity 53% → 45%, bonds 29% → 37%
✓ File note saved to client record
File note · rebalance · 5 Oct 2026
Equity had risen to 53% against a 45% target, outside the 5-point tolerance band for a balanced profile. On the adviser's instruction, USD 190,000 was moved from global equity funds to short-dated investment-grade bonds. This restores the agreed mix. No change to risk profile. Client informed by email.
Meeting confirmations, reminders, "we've received your documents", status updates. Dozens a week, each one small.
Before
5–10 min each
With AI
1 min each
Per-email times are illustrative. The source says "small per task, adds up over a month".
AI steps
Spot what needs a reply in the inbox
Draft it from the client record and calendar
Queue drafts for one-click approval
Why it's safe: no advice in these emails, and staff approve before anything sends.
Live demo · this morning's inbox
Press Run to start.
› 14 emails need a reply
› 9 are routine: confirmations, receipts, reschedules
✓ 9 drafts ready for approval · 5 left for the adviser
Draft 3 of 9 · To: Sarah M. (sample)
Hi Sarah, thanks for sending your passport copy and bank statement. Both are received and on your file.
We're confirmed for Thursday 9 Oct at 11:00 at our DIFC office. Parking details are in the invite. Let me know if you need to move it.
● The 15-minute walkthrough · press Start
Twelve jobs, one screen at a time
A presentation you can run live. Each step shows what AI does, the exact prompt to try, and what to do next. Use the buttons, click any step, or press the arrow keys and space bar.
15:00left
Prompts use [BRACKETS] for your own details. Use them in an enterprise AI account that doesn't train on your data, or remove client names first. Demo figures are sample data.
● Set it up in Claude · no coding
Four features that do the heavy lifting
The prompts above work in any chat. These Claude features make them repeatable: the firm's files are always there, Claude can reach your email and drive, and your best prompts become one-click skills.
Projects · the firm's folder
One project per job, files and rules inside
A project is a workspace with its own files and standing instructions. Every chat inside it can use them, so you stop re-uploading the same documents and re-explaining the same rules.
How to set it up
In claude.ai, open Projects and click New project.
Name it for one job, for example "Client updates".
Add files to Project knowledge: house style guide, model portfolios, risk definitions, disclaimers, template letters.
Write the Instructions: who you are, the tone, and what never to do.
Start every chat for that job inside the project.
Keep it safe: put firm policies and templates in projects, not client files, unless you're on a Team or Enterprise plan your compliance officer has approved.
Example · project instructions
You support advisers at [FIRM], a DFSA-regulated wealth manager in DIFC.
Clients are expat professionals, families and companies.
Always:
- Write in plain English, short sentences, warm but professional.
- Use the house style guide and disclaimers in project knowledge.
- Link every figure to the document and page it came from.
- Write "not found" rather than guess.
Never:
- Recommend a specific product or give investment advice.
- Promise returns.
- Include a client's full name, passport or account numbers.
Suggested projects for a wealth firm
Client updates
style guide, disclaimers, past good emails
Research
house view, screening rules, approved fund list
Onboarding
fact-find template, KYC checklist, engagement letter
A connector links Claude to an app you already use. Claude can then search your email, check your calendar or open a Drive file during the chat. It only sees what your own account can see.
How to connect
Go to Customize → Connectors (in older menus: Settings → Connectors).
Find the app, for example Google Drive or Gmail, and click Connect.
Sign in and approve the permissions.
In a chat, click +, then Connectors, and switch on the ones you need.
Team & Enterprise: an owner switches connectors on for the organisation first, then each person connects their own account. Claude asks before taking actions like sending an email.
What to connect, and what to ask
Connector
Try asking
Gmail
"Which client emails from this week still need a reply? Draft the routine ones."
Google Calendar
"List my client meetings tomorrow and prepare a one-page brief for each."
Google Drive
"Open the Q3 model portfolio sheet and compare it to these holdings."
Microsoft 365
The same jobs for Outlook, OneDrive and SharePoint firms.
CRM / custom
Other tools connect through MCP connectors, usually set up once by IT.
A skill is a small folder holding instructions, and sometimes templates or scripts, for one task. Claude reads the short description of each skill and loads the full recipe only when your request matches. You don't have to remember to call it.
How to switch skills on
Go to Customize → Skills (in older menus: Settings → Capabilities).
Turn on the built-in skills you want, for example Excel, PowerPoint, Word and PDF.
To add your own, click + and upload the skill's .zip, then switch it on.
Just ask normally. "Make the Q3 client deck" loads the deck skill by itself.
For the whole firm: on Team and Enterprise plans an admin adds a skill once under Organization settings, and everyone gets it.
Skills worth having in a wealth firm
client-update-email
Monthly email in house style, no advice, always ends offering a call
meeting-brief
One-page prep from notes, holdings and news, with sources
research-note
40-page report to 1 page, every figure with a page number
fact-find-extract
Pull KYC fields from documents, mark MISSING, never guess
xlsx / pptx (built in)
Turn results into a spreadsheet or a branded deck
Projects vs skills“A project holds the files for one area of work. A skill holds the method for one task, and works in every chat.”
A skill is a folder with one file called SKILL.md. The top two lines, the name and description, tell Claude when to use it. The rest tells Claude how.
Two ways to make one
Ask Claude: "Help me make a skill for our monthly client update email." Answer its questions and it builds the files for you.
Write it yourself: make a folder, add SKILL.md (copy the example), and zip the folder.
Upload the zip under Customize → Skills and switch it on.
Test it on 3 real cases. Edit SKILL.md, re-zip and upload again until it's right.
Tips: make the description say exactly when to use it ("Use when writing a client update email"). Keep one skill per task. Put long templates in separate files in the folder, not in SKILL.md.
---
name: client-update-email
description: Writes a client's monthly portfolio update email in [FIRM]'s house style. Use when an adviser asks for a client update, monthly email, portfolio summary email or review follow-up.
---
# Client update email
## Inputs to ask for if missing
- Client first name
- Year-to-date return and any drift from the model
- Open tasks for the client
- Any news that affects them
## How to write it
1. Open with one sentence on how the portfolio did.
2. If there is drift, explain it in plain words and offer a call.
3. List open tasks as numbered points, each with what the client needs to do.
4. Mention news only if it affects this client.
5. Under 150 words. Warm, plain English, no jargon.
6. End by offering a short call.
## Rules
- Never recommend a product, fund or trade.
- Never promise or forecast returns.
- Use only the numbers given. If one is missing, ask.
- Add the standard disclaimer from disclaimer.md at the end.
## Example
"Dear James, your portfolio is up 6.8% this year…"
The folder
client-update-email/
├── SKILL.md ← instructions above
├── disclaimer.md ← your compliance wording
└── examples.md ← 3 emails you liked
● Your numbers
What it's worth to your firm
Time back per month
303 hrs
≈ 1.9 full-time people
Value of that time vs tool cost
USD 60,600vsUSD 700
Uses 4.33 weeks a month and a 160-hour working month. The real figure depends on what the freed hours are used for. If they don't go to clients, the gain disappears.
● Never do these
Four lines not to cross
Let AI make the recommendation. An adviser approves and signs every one.
Use a chatbot with clients without telling them. Clients must know when AI is involved.
Paste client data into free AI tools that learn from it. That's a privacy breach.
Trust the AI over the adviser. The legal duty stays with a person.
● What a regulator will ask for
Five things to have ready
A written AI-use policy
A record of who approved each AI output
Telling clients where AI is used
Where each tool stores client data
Managers supervising AI-assisted work
The source covers US rules (SEC, FINRA). The DFSA's 2025 survey flags governance as the main gap in DIFC, so the same list applies.
● How to start
One job first, then the next
1Start with meeting prep, the safest job.
2Test with one adviser for two weeks, alongside the normal way.
3Measure the hours saved.
4Write the AI policy and have it reviewed.
5Add a second job after 2–3 clean months.
● Real example from the source
7 advisers, USD 400m under management, two jobs only
3 → 1 h
meeting prep per adviser per week
6 → 2 h
commentary per quarter
15 h
back per week, about 0.4 of a full-time person
Results after 90 days, as reported by Automaton, a vendor that sells these setups. Treat as a case study, not independent research.
Want this running in your firm?
A two-week pilot on one job, inside your own systems. See the full 15-minute walkthrough here.
Demo outputs use invented sample clients and figures. Nothing here is investment advice. Time savings are vendor estimates from the sources linked above.