01
AI strategy & roadmap
Where AI pays, and in what order
We help you separate the use cases that move a P&L from the ones that demo well. You get a costed, sequenced roadmap your exec committee can sign off.
We support your AI journey from strategy and design to implementation and launch.
cornerlab is an AI consultancy for regulated finance. We work alongside your teams inside banks, asset managers and insurers, and leave you able to run what we build.
What we do
We work as a small senior team alongside yours. Every engagement below can start on its own, and each one is meant to leave you less dependent on us than when it began.
TRADE BREAK MATCHING 88
NAV RECONCILIATION 72
COLLATERAL & MARGIN DISPUTES 58
DDQ & RFP RESPONSES 37
Scored on break volume, data readiness, control burden
02
Use-case discovery & business case
Feasibility before commitment
An evidence-led read on one middle-office process — trade break matching, NAV reconciliation, collateral disputes — covering what your data supports, what it would cost to run, and the number the business case turns on.
RETRIEVAL
AGENTS
DEPLOY
03
AI implementation & delivery
From pilot to production
We help you build and ship the system itself — retrieval, agents, evaluation, monitoring — inside your estate, against your change process.
Model documentation COMPLETE
Evaluation suite PASSING
Human in the loop DEFINED
Audit trail RETAINED
Mapped to SS1/23 REVIEWED
04
AI governance & model assurance
Evidence your regulator will accept
Model documentation, evaluation harnesses, human-in-the-loop design and audit trail, mapped to the frameworks your supervisors already use.
Retrieval & grounding 04 / 04
Evaluation design 03 / 04
Model risk for engineers 01 / 04
Taught on your own systems
05
Training & certification courses
For the people who will run it
Role-shaped courses for engineers, risk and front office, taught on your own systems rather than a generic sandbox.
SCOPE
BUILD
BUILD
EVAL
SHIP
DAY 5 Repo, patterns, review checklist
06
Bootcamps & team enablement
One intense week, one working thing
We help your team build something real in days, then hand over the patterns, the repo and the review checklist they will keep using.
Book a call
Thirty minutes, and a clearer next step.
Bring the process, the decision or the pilot that has stalled. We will tell you what we would look at first and whether it is worth doing at all.
- No preparation needed
- A senior consultant, not a sales call
- You leave with the smallest useful next step
Prefer to write first? hello@cornerlab.ai
To arrange a time
Send a line about the process or decision you are working on, and we will come back with two or three times.