5 high-impact ways financial services firms are using AI today

By Chapman Technology Partners

26 Feb 2026

5 High-Impact Ways Financial Services Firms Are Using AI Today.png.png

Below are the real use cases we see delivering immediate ROI inside financial advisory firms, accountancy practices, wealth managers, and professional services firms across the UK.

 1. Automating Compliance Work Without Increasing Risk

Let’s start with the biggest pressure point in the industry: documentation and compliance.

AI can now:

- Draft or summarise client meeting notes
- Produce FCA‑aligned suitability letters
- Monitor communications for regulatory risks
- Provide consistent compliance formatting
- Flag missing documentation before a file hits audit


Real Example:

A Midlands-based financial advisory firm reduced their average suitability letter drafting time from 3 hours to 40 minutes by using an internal AI workflow that automatically:

  1. Reads the adviser’s handwritten notes
  2. Identifies the key advice points
  3. Aligns them to FCA expectations
  4. Drafts a structured letter ready for adviser review

This alone freed 12+ hours per adviser per month.

 
2. Reducing Client Admin by Up to 70%

Every firm has admin staff drowning in:

- Data entry
- Document creation
- Template building
- Report generation
- Form filling
- Chasing missing information

AI tools now complete most of these tasks automatically.

Real Example:

A wealth management firm in the North West implemented AI to handle annual review preparation. The system:

- Retrieves data from their back-office
- Creates a personalised review pack
- Summarises investment performance
- Highlights notable life changes

What previously took the admin team a full day per client was cut to just 20 minutes.

 
3. Improving Executive‑Level Decision Making Through Predictive Analytics

Instead of relying purely on “gut feel”, firm owners now use AI to:

- Identify clients at risk of leaving
- Forecast revenue dips
- Predict capacity bottlenecks
- Spot cross-selling opportunities
- Model fee increases


Real Example:

A growing accountancy practice used AI to analyse client sentiment across emails, meeting notes, and service history. It flagged 27 clients showing early signs of disengagement.

The firm intervened proactively - and retained 25 of them.

That was the difference between hitting and missing their FY targets.

 
4. Enhancing Client Experience Without Growing Headcount

AI can deliver personalised, high-quality client communications that feel human—not automated.

It can produce:

- Market updates tailored to individual clients
- Personalised financial insights
- Client-friendly summaries of technical documents
- Tax reminders using each client’s data
- Bespoke reports in minutes


Real Example:

One advisory firm now sends monthly personalised market updates to their top 200 clients. The email summarises:

- Market movements
- Areas of risk
- Portfolio-specific highlights


The open rate? 78%.
The unsubscribe rate? 0%.
The number of client referrals generated? 17 in the first quarter alone.

 
5. Streamlining Onboarding and Increasing Capacity

Onboarding has always been labour-intensive:

- Collecting documents
- Fact-finding
- Running initial checks
- Preparing advice
- Conducting risk profiling


AI now reduces onboarding time from weeks to days by:

- Automating fact-find analysis
- Pre-populating risk assessments
- Generating initial advice frameworks
- Ensuring all required documents are complete


Real Example:

A boutique financial planning firm used AI to cut onboarding from 21 days to just 7—without compromising quality. This allowed them to take on 30% more clients without hiring additional advisers.

 
So… What Does an AI-Enabled Financial Services Firm Actually Look Like?

It’s not a firm that replaces people with machines.
It’s a firm that elevates their people by removing the manual drag that slows them down.

An AI-enabled firm:

- Gives advisers more time with clients
- Reduces admin and compliance costs
- Protects margins
- Improves accuracy
- Makes smarter, data-driven decisions
- Offers a more personalised client experience
- Adds value without increasing headcount


This is why firms adopting AI now will become the premium advisory firms of the next decade.

 
Conclusion: The Early Majority Are Moving - Don’t Get Left Behind

The biggest misconception we hear from financial advisory firms is:

“We’re too small for AI.”
or
“We’ll adopt it later when it’s more mature.”

But the firms thriving right now, the ones growing faster, operating more efficiently, and delivering standout client experiences, are the ones implementing AI today.

The gap between AI‑enabled firms and traditional firms is widening every single quarter.

If you’re not exploring AI now, you risk falling behind permanently.

 
Ready to See How AI Can Transform Your Firm?

If you want to learn more about using AI in your firm, join our MD, Greg Chapman, in our next business briefing:

The AI Growth Accelerator – 4th March 2026 at 12noon. Click here to reserve your place.

This session will show you exactly how to apply AI inside a financial services firm - safely, profitably, and strategically.

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