Independent AI advice and implementation for investment and advisory firms.
We help you decide where to start, then put it into practice.
Technology we help with
ChatGPT 
Claude 
Gemini 
Microsoft Copilot 
Perplexity Or we build what’s missing.
Less time on admin and first drafts. More time on the work clients pay for.
Winning work
Every proposal starts with a hunt through old ones for the right case study, CV or answer.
We set up first drafts from your own approved material, so your team's time goes into the pitch.
First draft
1 Our understanding of the brief
Drafted from the client's brief and your call notes.
Drafted · from the brief2 Relevant work
Two case studies you approved for proposals.
Approved material · Mar 20263 Fees and timing
Needs a personDelivering work
Clients want more for their money, and some assume AI should make you cheaper.
We use AI to raise the quality of what you deliver, with a person checking every figure and claim, and help you show clients how.
Results
Enquiries rose 18%1 over the quarter, against a 12%2 target. Most came from the September campaign, after two events3 with existing clients.
Running the firm
Notes, follow-ups and status updates fill the hours between client meetings.
Notes, actions and follow-up emails are drafted when the meeting ends, in the tools you already use. You check and send.
Thank you for your time today. As agreed, we will send the revised plan by Friday and book your next review for March.
Your team
One or two people use AI brilliantly. Everyone else does it their own way, on their own accounts, or not at all.
Approved tools, one shared way of doing each job, and training on the work your team already does.
How we do it
Pick one. We map where your team's time goes on it, free. Then we fix it with AI, and you only pay the second half if we can show you the hours back.
One task, fixed at £4,000 all-in: half at the start, the second half only when 20 new cases are timed at least the agreed amount faster, checking time included. Built inside the AI you already pay for, such as Microsoft 365 Copilot, ChatGPT or Claude.
AI advice, setup and support
Choose what fits.
Automate the repeat work.
Research you can check.
Fictional examples, not customer results.
Before
When is the review?
After
12 May
Project plan, page 2
Next step: not stated.
Check the source.
Before
Please send an update.
Review due Friday
Figures need checking.
After
Draft
Review due Friday.
Next: confirm the figures.
You approve before sending.
Before
Here’s how I do it.
After
A shared guide
Try it together.
Copilot can help you understand a PDF. Check the details before relying on it.
Keep a source link beside each fact.
Check totals. Flag missing information.
A person checks the result and gaps.
What would help your team?
Talk through your work“Working with CURN changed how I think about what AI adoption looks like in practice. I had assumed the work would require a team, but they got to grips with the process, saw where AI could genuinely help and carried it through to a finished result. It showed me that the bigger opportunity isn’t simply doing the same tasks faster. It’s changing how the work gets done.”
“We came to CURN to understand how AI could help with our marketing and online presence. They helped us move quickly from discussing the options to doing the work. On our website build, their advice on AI tools and workflows helped us translate an idea into a fully working, published site in less than a day, and we no longer needed the slower, more expensive workflows and tools we had planned. We left knowing how to continue with the approach ourselves.”
CURN is an AI advisory and implementation business. You work with our team to choose tools, build where needed and put them to use.
Yes. We work with the tools your team already uses.
We agree the work, price and timing before starting.
We agree what data the work needs and how it will be handled before starting.
Read the privacy policy →Bring the work you want to improve.
30 minutes. No preparation needed.
Speak with the people doing the work.
