Manual market reporting replaced by automation.
Faster reports, lower costs, happier stakeholders.
An AI system that pulls FX and crypto market feeds, economic releases and news together into annotated daily summaries, and emails them out with no one manually assembling the report.
unified into one feed
generated automatically
covered in one system
to stakeholders
Client
A FinTech company specialising in market intelligence for FX and crypto markets.
Goal
Build an automated system to generate daily FX and crypto market summaries by drawing on market feeds and economic releases.
Every report meant a person stitching feeds together by hand.
Producing a daily market summary meant pulling together RNS feeds, economic release calendars and price data for FX and crypto markets, then writing it up and getting it out before it went stale.
Doing that by hand, accurately, every single day, wasn’t sustainable. Each data source was another manual step, and each manual step was another place for delay or error to creep in before the report reached stakeholders.
Three constraints were non-negotiable:
- High accuracy and reliability, every day
- Multiple sources to integrate: RNS feeds, economic calendars, price data
- Reports had to reach stakeholders on time
Feeds in, annotated summary out, automatically.
The company built an automated system that draws together RNS feeds, economic release calendars and live price data for FX and crypto markets, then hands it to a generative AI model to format into a summary.
The report used to be someone copying feeds into an email. Now it writes itself, on time, every day.
The model doesn’t just paste data together. It annotates the summary with the relevant economic releases and news articles, so the report reads as a coherent market update rather than a raw data dump.
Finished summaries are delivered automatically through the company’s email systems, so stakeholders get a comprehensive, up-to-date daily report without anyone assembling it by hand first.
The daily report now writes and sends itself.
What was a manual, error-prone process is now a fully automated pipeline: feeds in, annotated summary out, delivered by email every day, faster, cheaper and more consistent than before.
* Case studies reflect work undertaken by our Heads of AI either during their tenure with Head of AI or in prior roles before they were part of the Head of AI network; they are provided for illustrative purposes only and are based on conversations with our Heads of AI.
More case studies.
Your biggest pain point.
Fixed in 14 days. 50% off.
This started with one conversation. Book a 30 minute brainstorm call — we’ll plan your first AI project together and issue your 50% discount code. No payment today.
*Case studies reflect work undertaken by our Heads of AI either during their tenure with Head of AI or in prior roles before they were part of the Head of AI network; they are provided for illustrative purposes only and are based on conversations with our Heads of AI.