Introducing ALFA
Chandini Jain
We are thrilled to announce ALFA – our AI deployment vehicle for finance.
ALFA is built on nearly a decade of foundational work across banks, asset managers, and consultancies. Today, we deploy agentic workflows that automate meaningful parts of the deal cycle.
It's the first step toward something much bigger.
Economies run on the assumption that expertise is scarce. For all of human history, knowledge work has been capped by the number of people who can do it.
AI breaks that assumption.
The labs are making expertise abundant and cheap, and every industry, from finance and law to defense and pharma, will have to rebuild in ways many can't yet imagine. Industries once constrained by scarce expertise will soon become autonomous, with output no longer capped by headcount.
A fully autonomous enterprise is the end state. For the finance industry to get there, the supporting infrastructure must understand how a firm operates and thinks: How you weigh risk and the trade-offs debated that make up your unique investment thesis. The experiences of your best people passed down decade after decade.
Most of that knowledge is trapped in people's heads, scattered memos, old decks, and position files. It can be contradictory and unstructured. It's know-how a junior might not even know to ask about. It scales only as fast as you can hire and train, and it's often lost when people leave or retire.
When expertise is abundant, everyone has the same general intelligence and can generate the same general outputs. The better the models get, the more critical it becomes to blueprint your institutional knowledge.
Enter: ALFA
ALFA exists to make autonomous financial institutions possible: investment banks, asset managers, and insurers whose capacity can grow far beyond what their human teams could support alone. These institutions can assess infinite opportunities, serve infinite customers, and support revenue that is too costly or complex to deliver at the moment.
We forward deploy our domain experts alongside your best people, embedding into your existing processes and turning your judgment into AI systems that work at scale.
Practically, how that works:
- Map. Bring together all of your firm's proprietary knowledge and relevant data sources, wherever it lives. Anything from the News Wire feed to the reminder sticky note on your MD's monitor.
- Model. Capture how your firm operates, encoding this behavior as a layer of judgment and ensuring it's reflected in the workflow.
- Configure. Workflows that work how you do: diligence, credit review, portfolio monitoring, reporting, and more.
- Operate. Ongoing observation, model optimization, and compounding improvements based on how work changes and markets shift.
ALFA supports banks, asset managers, and consultancies on their path to autonomy, first automating important work, then connecting functions end to end, and, eventually, operating across an organization's full remit.
We must think beyond productivity gains. We’re rearchitecting an entire industry to operate in a world of infinite knowledge.
It’s a way of working that can feel unimaginable. Or an invitation to think audaciously about your future.
If expertise were no longer a constraint, what could your institution achieve?