For financial-services teams exploring AI
AI Advisory
Give AI a clear purpose before giving it a role.
The starting point is a specific operational problem. FinMandate helps teams examine where AI assistance may be useful, what information it would need and how people would check its work. The aim is an informed pilot decision, not adoption for its own sake.
Where we focus
Use-case selection grounded in an operational need
Data readiness, access boundaries and human review
Pilot objectives and measures for deciding what happens next
A starting approach
How the work
takes shape.
The scope and sequence are adapted to your needs before an engagement begins.
- 01
Define the problem
Identify the task, its users and the current effort or quality issue. Agree what a useful improvement would look like.
- 02
Assess readiness
Review the information needed, its availability and the people responsible for checking outputs. Identify unresolved constraints.
- 03
Shape a bounded pilot
Describe a limited use case, the review process, evaluation examples and conditions for stopping or changing the pilot.
- 04
Agree the evaluation
Compare results against an agreed baseline before deciding whether to adapt, expand or stop. Model development and deployment are scoped separately.
What you take forward
A clearer basis
for the next decision.
A prioritised use-case shortlist and a pilot brief covering data needs, human oversight and evaluation.
Before your first discussion
Describe a repetitive task and who performs it. Explain the result you need and the information available. Keep personal customer data and confidential documents out of the initial enquiry.
The first discussion is free. Further work, deliverables and fees are agreed before the engagement begins.
Practical answers
Before we talk.
Do we need to choose an AI tool first?
No. Clarifying the task, information needs and evaluation criteria comes before selecting a tool.
Could AI make lending decisions for us?
Our described pilot approach is assistive: people review outputs and retain decision responsibility. Automated credit decisions are outside this initial advisory scope.
Will you build and deploy the solution?
This engagement starts with strategy and pilot planning. Any model development, software delivery or live deployment needs a separate agreed scope.
Let’s understand
what you need.
Share your objective, location and timing. We will first confirm whether our support fits.
Choose a time on Google Calendar ↗Prefer to write first?
Tell us what
you have in mind.
Share a short outline. We will review your enquiry and contact you to clarify fit.