AI and Workflow Automation for Financial Services
Financial services firms have a specific version of the manual work problem. The task list looks like any other business, but every task carries a documentation requirement, and the cost of getting one wrong is not just a bad afternoon.
That is why so much of this work is still manual. Automating it feels risky. Doing it by hand feels safe. In practice, the manual version is usually the one producing the errors.
Who this is for
Registered Investment Advisors (RIA), insurance agencies and brokerages, retirement plan administrators and Third Party Administrators (TPA), lending and mortgage shops, community banks and credit unions, and accounting practices. Mostly firms between five and one hundred people. Big enough that the manual load hurts, small enough that there is no internal technology team to fix it.
What gets automated
Four places where the time usually goes. Open any one for detail.
Client onboarding
The usual first project. New account paperwork arrives, the data gets extracted, records get created across your Customer Relationship Management (CRM) system and your custodian or carrier portals, disclosure documents generate, and the compliance file assembles itself while the process runs.
Compliance documentation
Most compliance work is assembly rather than judgment. Gathering records, formatting them consistently, timestamping, and producing something that holds up when someone asks. The judgment stays with your team. The assembly does not need to.
Account and portfolio reporting
Pulling from custodian feeds, carrier systems, or your book of record, then generating statements, performance summaries, and review packets on a schedule instead of by hand.
Document processing
Applications, statements, policy documents, tax forms. Reading them, pulling out the fields that matter, and flagging anything that looks wrong before a person sees it.
Why work with me
I have worked inside financial services and I write the code myself. That means I understand why a documentation requirement exists rather than treating it as an obstacle, and I can build the thing instead of handing it to a developer who has never seen a custodian feed.
Everything I build leaves an audit trail, runs in parallel with your manual process until the output matches, and stays inside your existing systems. I also take no referral fees from any vendor, so a recommendation is just a recommendation.
Where to start
Client onboarding, usually. It touches the most systems, generates the most paperwork, and the time savings show up inside a month. If onboarding is already smooth, the next candidate is whatever your team does at quarter end.