Document & inquiry intake
Classify incoming material, extract candidate fields, or route an inquiry. Keep source references and a path for incomplete or uncertain information.
PHILADELPHIA TO WILMINGTON / FINANCIAL SERVICES
Useful AI.
Clear responsibility.
AI strategy and implementation for financial-services teams. Start with a defined task, approved information, and a clear decision about what a person must review.
01 / THE PERSPECTIVE
Put the review
into the design.
A draft, a summary, a routed document, and a completed transaction carry different consequences. We start by being specific about what the proposed system will do and where its authority stops.
I help your operational, technology, risk, and compliance teams work through that scope. The aim is a workflow they can examine, evaluate, and take responsibility for.
A useful output should be something the responsible person can check.
02 / THE WORK
Possible starting points
for your team.
Discuss document work
Preparation & internal drafts
Prepare a briefing or draft from approved material. Define source checks and the review required before anyone relies on or shares the output.
Adoption & vendor decisions
Review a proposed use case, the vendor terms, the data involved, and the operating responsibilities before deciding how to proceed.
03 / IN PRACTICE
Work with
your requirements.
We document data permissions, retention expectations, review steps, and the evidence your team wants to retain. Testing should cover ordinary examples and the exceptions that matter for the chosen task.
A prototype can help a team evaluate a proposed workflow. Your legal, risk, security, and compliance owners determine the approvals needed for its use.
Engagement requirements and approval responsibilities are defined with your firm.
04 / A FEW QUESTIONS
Before we
get started.
How do you begin a financial-services project?
We define the intended task, the people responsible, the approved data, and the review required. Those choices guide the scope and evaluation plan.
Will an AI system make decisions without a person?
That is a scope and governance decision. We identify the proposed actions and required approvals explicitly; a model response does not by itself authorize a consequential action.
How do you address compliance?
Your firm identifies the applicable requirements and approval owners. We document the proposed workflow and controls so those teams can review them; technical work does not replace their assessment.
LET'S TALK
Start with the workflow
and its boundaries.
Tell me about the task and the teams involved. Use a general description and keep confidential information out of the initial inquiry.
Discuss your firm