Data and inference in Saudi Arabia.
rseen.ai Risk. Seen.

AI document drafting for work that cannot afford mistakes.

Upload the source files. RSEEN prepares a review-ready draft and links each material figure back to the page it came from.

Controlled drafting path
01 Approved template
02 Sourced figures
03 Review-ready draft
04 Recorded decision
A product by GulfBoost
The work it replaces

Today: days of collection and checking. With RSEEN: a draft ready sooner.

Today
4-7 days
  • 10-15 source PDFs open in separate windows
  • ~900 cells typed by hand

For many teams, the slow work is collecting figures, checking PDFs, and reconciling versions.

With RSEEN
Same-day draft
  • A reviewer-ready draft with cited figures
  • Analysts review instead of retyping

RSEEN prepares the first draft from source files so analysts spend more time reviewing and less time retyping.

Anonymized review example

A conflicting figure is flagged before export.

Before export, RSEEN checks whether the same figure appears consistently across the document.

RSEEN · SECTION_CONSISTENCY_CHECK.LOG
Copy check · reviewer action required

Same item, two values. No export until review.

Item · net exposure
420.8M
source: exposure workbook · row 42
Draft · risk appendix
418.2M
same workbook row, different copied value

The exposure workbook shows 420.8M. The draft risk appendix carries 418.2M from the same row. RSEEN keeps both locations visible, then blocks export until the reviewer selects the approved value and records the reason.

What it is

RSEEN drafts from your document logic, not a blank prompt.

01 · Your templates
TEMPLATE LOCKED

Your template sets the shape.

Set the document type, sections, terminology, and source rules once. RSEEN uses that structure when drafting future documents.

§1 · OPENER
§2 · ANALYSIS
§3 · DECISION
02 · Data boundary
IN-KINGDOM

Data and inference stay in Saudi Arabia.

The hosted path keeps data and AI inference in Saudi infrastructure, with private deployment and on-prem model paths for environments that require them.

03 · Source trace
AUDIT-READY

Each material figure points back to a source.

Reviewers see where a figure appears in the source and where it is used in the draft before the final version is approved.

Inline citation example
420.8M exposures.xlsx · row 42
Who it is for

For the moments when a draft becomes a decision record.

01

Before credit and risk approvals

Memos, appendices, and reviewer packs need figures that can be traced before they move forward.

Review before approval
02

Before regulatory submissions

Source workbooks, policies, and prior versions have to become one controlled draft.

Check before submission
03

Before security and governance sign-off

The deployment model, data path, and audit trail need to be clear before pilot data is loaded.

Readiness before data
04

Before executive sign-off

The final document needs confidence without hiding how the draft was assembled.

Confidence before sign-off
Why sovereignty matters

Sovereignty is built into the architecture.

RSEEN is designed around Saudi-hosted infrastructure, inference in Saudi Arabia, controlled data paths, and private deployment or on-prem model options where a client environment requires them.

PILLAR · 01
Security evidence pack available for review
PILLAR · 02
Mapped to cybersecurity, privacy, and outsourcing requirements
PILLAR · 03 · IN-KINGDOM
Application and inference runtime in Saudi Arabia
PILLAR · 04
Controls for approved data paths
PILLAR · 05
Readiness review before pilot data is loaded
PILLAR · 06
Private deployment and on-prem model paths
PDPL · ALIGNED
SAMA · OUTSOURCING-COMPATIBLE
ON-PREM · CAPABLE
AUDIT TRAIL · COMPLETE
The platform

RSEEN is a platform. The Core is built to carry what comes next.

PRODUCT · 01 Pilot-ready

RSEEN OCT

Loan origination

Banks & NBFIs

PRODUCT · 02 Roadmap

RSEEN Invest

Investment underwriting

PE · VC · Private credit

PRODUCT · 03 Roadmap

RSEEN Cover

Insurance underwriting

P&C · Takaful

Foundation · Live
RSEEN Core
What it provides
cognitive layer capability catalog audit envelope saudi-resident inference
Version
core · v1

Same capabilities · Same envelope · Same audit chain · Same Saudi-resident substrate · Different surfaces, different users

How to start

Start with a 4-6 week pilot using your templates, policies, and review process.

You share
  • One document template and representative source files
  • Your standard language, policies, and review rules
  • The circulars or internal mappings the document depends on
  • A weekly working session with one analyst and one reviewer
You get
  • A configured RSEEN workspace for your templates, thresholds, and terminology
  • Sample drafts in your format, with citations and reviewer notes
  • A deployment and governance recommendation
  • A clear go / no-go decision at the end
Use this form for pilot scoping only. Do not send confidential files here; data handling is agreed before any workload material is shared.
Prefer email? hello@rseen.ai
Built by
GulfBoost

A Saudi enterprise technology company since 2014.