Industries Financial services
Capacity that survives the next examination.
We design and deploy AI for financial services firms that has to hold up under supervisory review, with every action approved and recorded.
25+ years in enterprise IT, including Fortune 500 regulated-data environments.
- SEC
- FINRA
- SOX
- Model Risk
No preparation needed. You leave with next steps in writing.
Assess, build, embed
- 25+ yrs enterprise IT
- Fortune 500 regulated-data environments
- Founder-led
An automated action nobody can explain costs more than the work it saved. We deploy AI your supervisors can account for, so the capacity you gain survives the next examination.
The pressure
The cost of an unexplained action is not the action. It is the remediation.
Financial services operate under intense scrutiny around risk, controls, and recordkeeping. An automated step that acted without oversight and left no reviewable record is exactly what examiners and risk teams exist to find, and the bill arrives as a finding, a remediation program, and months of senior attention pulled onto it. Automation still pays here. It pays only when the record travels with it.
What the rules require
What supervisors expect.
- A model in production with no documented purpose, validation, or monitoring is a finding waiting for a reviewer, which is the substance of model risk management in the spirit of SR 11-7.
- An unretained client message is a recordkeeping problem whatever it said: supervised communications have to be retained and reviewable, consistent with SEC and FINRA obligations.
- If you cannot show where an input came from and how a decision was reached, the answer costs you an examination cycle rather than a meeting. That is what data lineage buys.
- Actions that move money or give advice keep a named human accountable on the record, which is what turns an automated step into a defensible one.
Where it goes wrong
What each gap costs once it is found.
- The unexplained action
- An automated step that moved a number with no lineage behind it. That is the line an examiner circles, and answering it becomes a project rather than a reply.
- Unsupervised outreach
- A client message an agent sent that no principal ever reviewed or retained. The message itself may be fine; the missing record is what costs you.
- The undocumented model
- A model in production with no validation record when risk management asks for one, which usually means the model comes out of production while the paperwork catches up.
What we bring
You keep the capacity and the supervisory record.
The decision comes first: what is safe to automate, which actions keep a named human accountable, and what evidence gets captured while the work happens rather than afterwards. That judgment comes from a career in regulated, audit-heavy enterprise IT, where access control, oversight, and evidence are the job rather than an afterthought.
A governed workflow
A governed workflow: drafting client communications without adding supervisory work.
Take a common target, drafting responses to client inquiries, and the review burden that usually arrives with it.
By hand, then governed
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The agent drafts from approved source material, and the lineage of each fact is retained.
Human approval -
Nothing reaches a client until a supervising principal reviews and approves it.
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The draft, the edits, and the approval are captured as a supervised-communications record.
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The underlying model is documented and monitored, so its role is defensible under a model-risk review.
How the governed build fits
Supervised, recorded, and defensible on the day it is questioned.
Your team gets the throughput and your risk function gets the lineage, because we run AI agents with permissioning, human-in-the-loop approval, and continuous audit logging. Nothing has to be reconstructed later, which is where the cost usually sits.
How a governed agent runs
If you are accountable for getting AI right here, let's talk.
A twenty minute intro call is the simplest next step: we work out which step fits, and you leave with one specific thing to act on. If you want the senior read on your business rather than a routing conversation, that is the AI Leverage Briefing.
Within one business dayYour scope is settled, in writing.
What you walk away with Prioritized 90-Day Roadmap · Risk Register · Governance and Compliance Gap Assessment · Safe-to-Deploy Read
25+ years in enterprise IT, including Fortune 500 regulated-data environments.
If AI is not the right tool for your problem, you will hear that from us.