Financial Services
Financial systems are judged on correctness and evidence. We build with immutable ledgers, explicit reconciliation and audit trails that answer a regulator's question directly rather than requiring reconstruction.
Challenges we see
Patterns that come up in nearly every engagement in this sector.
- Manual document intake capping onboarding throughput
- Reconciliation across multiple channels performed after the fact
- Regulatory reporting assembled by hand each period
- Legacy core systems that cannot safely be changed
Outcomes we deliver
What the operation looks like once the system is live and adopted.
- AI-assisted document extraction with human review on low-confidence cases
- Automated reconciliation with exception queues
- Reporting generated from the ledger rather than from spreadsheets
- Incremental modernisation with parallel running and rollback
Where we usually start in financial services
Financial Solutions
Billing, receivables and reporting that close on time
Billing, invoicing, payments, receivables, budgeting and financial reporting engineered for organisations that cannot afford a wrong number.
Learn moreArtificial Intelligence
AI applied to a measurable business problem
Document intelligence, forecasting, anomaly detection, conversational assistants and retrieval systems built on your own data.
Learn moreCRM & Business Management
The commercial side of the business, instrumented
Customer records, pipeline, contracts, service requests and back-office operations connected end to end.
Learn moreBusiness Intelligence
Decisions from data you can trust
Data pipelines, warehousing, dashboards and self-service analytics that give every level of the organisation the same numbers.
Learn more
Delivered in this sector
- Financial Services2025
Automating document intake with AI-assisted extraction
A retrieval and extraction pipeline that reads application documents, structures the data and routes uncertain cases to a human reviewer.
- Next.js
- TypeScript
- Python
- PostgreSQL
Modernising financial services operations?
Bring us the process that hurts most. We will map it and tell you honestly what is worth building and what is not.
Or email walter.mussagy@gmail.com — we reply within one business day.