Sea.dev x RNHB: intelligent document processing
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On-Prem GenAI for Banks

On-premise GenAI,
without the platform tax.

Enterprise LOS deployments come with strict constraints: private networks, data residency, layered security, and complex internal stacks. We compress that complexity into one API and an Angular SDK widget that runs in your AWS/Azure VPC or fully on-prem.

Before vs After: shrink the GenAI platform.

Enterprise LOS deployments come with real constraints. Most teams end up operating an entire GenAI platform just to ship one reliable experience.

Before

✗

Chunking, embeddings, RAG tuning, model hosting, and observability spread across multiple systems.

✗

Every component needs approval, audits, and change controls before a release.

After

✓

Send pre-filtered JSON + documents, include a deal/loan ID, and embed a single Angular widget.

✓

One API returns structured results, summaries, and citations across any environment.

01
Deploy

Inside your environment

Runs in your AWS/Azure VPC or fully on-prem. Processing never leaves your network boundary — no egress, no exceptions.

02
Integrate

One API. One widget.

Embed the Angular widget in your LOS and call a single API. Same contract whether you're on VPC or fully on-prem. Integrate once, done.

03
Govern & Scale

Audit-ready from day one

Structured summaries, citations, and human review workflows built in. Observability and model upgrades handled for you as you scale.

What the widget gives you

A complete AI experience your users can trust, without the operational baggage.

Underwriting-grade outputs

Traceable summaries with citations and auditable workflows.

Embedded Q&A

Chat and interrogation directly inside your LOS experience.

Operational safety

Evaluation, rollout controls, and observability included.

Seamless model upgrades

Keep the context layer stable while adopting cheaper, better open-weight or specialized models.

How on-prem deployment works

Designed for bank-grade deployments with private networking, strict residency, and layered security.

01

Deploy inside your environment

Processing runs inside your AWS/Azure VPC or fully on-prem.

02

Integrate once

Use one API and embed the Angular widget in your LOS.

03

Govern outputs

Audit-ready summaries, citations, and human review workflows.

04

Scale safely

Observability, rollout controls, and model upgrades handled for you.

Integration model (simple by design)

Your side

  • ✓ Extract and pre-filter data from internal systems
  • ✓ Send JSON + documents
  • ✓ Provide a stable deal/loan identifier

Our side

  • ✓ Analyze the full data payload
  • ✓ Return structured results, summaries, and citations
  • ✓ Power the interactive Q&A experience in the widget

Ready to deploy GenAI inside your bank?

Embed into your LOS, ship governed AI outputs, and stay compliant without owning the platform.

Talk to the founders