Use Cases – Primitive

Use Cases. Not pilots. AI agents, in production.

Deploy agents across core banking workflows — with governance, control, and measurable outcomes. Primitive helps banks move from pilots to production — safely and at scale.

Where banks are deploying agents today

Credit & Underwriting
Fraud & Risk
Customer Operations
Revenue Agents
Finance & Back Office
Technology & Engineering

What Agents Do

Every leading LLM and SLM provider. One governed gateway. World-class

Data gathering, analysis, and documentation handled by analysts
No systematic validation across multiple sources simultaneously
Decision output inconsistent and slow at scale

Problem

Credit underwriting is one of the most manual workflows in banking.

Data gathering, analysis, and documentation handled by analysts
No systematic validation across multiple sources simultaneously
Decision output inconsistent and slow at scale

Impact

Every leading LLM and SLM provider. One governed gateway. World-class

60–80% reduction in processing time
30–50% reduction in unit cost
Analysts retain decision authority throughout

What Agents Do

Every leading LLM and SLM provider. One governed gateway. World-class

Data gathering, analysis, and documentation handled by analysts
No systematic validation across multiple sources simultaneously
Decision output inconsistent and slow at scale

Problem

Credit underwriting is one of the most manual workflows in banking.

Data gathering, analysis, and documentation handled by analysts
No systematic validation across multiple sources simultaneously
Decision output inconsistent and slow at scale

Impact

Every leading LLM and SLM provider. One governed gateway. World-class

60–80% reduction in processing time
30–50% reduction in unit cost
Analysts retain decision authority throughout

Why Most Use Cases Fail

Most AI deployments stop at pilots.

They lack integration into core systems, governance across workflows, consistency across teams, and any way to measure outcomes. Primitive is built for production — not experimentation. With efficient risk oversight and human interaction models built into every deployment.

Call to action here

Start with one use case. Expand across the bank.

Every agent built on Primitive can be reused, extended, and governed across new workflows.
What starts in lending extends to risk, operations, and beyond.
Each deployment compounds — technically and organisationally. Your people develop the skills to lead what agents execute.
Replicate your highest-value use cases at enterprise scale — with optimised token consumption and governance built in.

Build the future

Start with one use case. Build the system.

Call to action here Call to action here

Technology changes fast.
The institutions that thrive change with it.