AI agents

Financial-insight agent for a data provider

86% accuracy on financial-statement questions

Sector: Fintech: financial data
Market: Vietnam

86%response accuracy on test data

Top 5matches for vague company names

Multilingualanswers

The challenge

Users of a financial-data provider read long financial statements by hand to find trends and compare companies, and growing usage needed a scalable way to answer them.

What was built

An AI agent that retrieves, summarises and explains financial-statement data
Trend detection and side-by-side comparison of companies
The top five company matches when a name is vague
Answers in several languages

How it was built

Generative AI agent on AWS

More of our work

All work

80–90%less review time per report
Multi-agent review of lending reports
Report review cut from 30–60 minutes to 5–6
Banking: property-development lendingUnited Kingdom
<15 sfrom question to validated answer
Agentic analytics across 20+ markets
From weeks to under 15 seconds for a business answer
Consumer goods (FMCG)Asia-Pacific
60%less processing time per FX transaction
Multi-agent assistant for an FX desk
60% faster FX processing inside the team's own chat tool
Financial services: foreign exchangeSouth Korea

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The challenge

What was built

How it was built

More of our work

Multi-agent review of lending reports

Agentic analytics across 20+ markets

Multi-agent assistant for an FX desk

Want something like this built?