FDEs for work that will be examined.
In banking, insurance and payments, every automated decision may be reviewed by an auditor or a regulator. Forward deployed engineers here build with traceability, access control and model risk rules from the start.
Where FDEs help
Typical problems in financial services
Financial crime
KYC, AML and fraud work where every alert needs an explanation.
Operations
Reconciliation, disputes and servicing, with fewer manual steps.
Risk
Credit and operational risk models that pass model risk review.
Customer service
Assistants that answer from policy and records, and know their limits.
Systems
The systems they need to know
We match engineers who have worked with the systems in your brief, not only the programming languages.
- Core banking and policy systems
- Payments
- KYC and screening tools
- Case management
- Data warehouses and lakehouses
- CRM
- Document management
What a good FDE here understands
- Model risk management and validation
- Data privacy and permissible use
- Audit trails and explainability
- Change control in regulated environments
Roles
Roles we place in financial services
Forward Deployed Engineer
Builds and ships AI applications and agents inside your systems.
About this roleForward Deployed AI Engineer
Makes model behavior reliable in production: evaluation, retrieval, guardrails.
About this roleForward Deployed Data Engineer
Gets your data into a state AI can use: pipelines, quality, access.
About this roleForward Deployed Infrastructure Engineer
Deploys and runs AI platforms in hard environments: private, on-premises, regulated.
About this roleDeployment Strategist
Finds the problem worth solving, sets the measure, and drives adoption.
About this roleFDE Hubs
A deployment strategist with a small team of engineers, working as one unit.
About this roleHire FDEs
Tell us the problem. We will match the engineers.
Someone who understands forward deployed work reads every brief and replies with a view on the engineers you need, how many, and the hiring option that fits.