Operating workflow
Project intake logic, evidence checklists and cross-border advisory know-how used to design the product.
Human-in-the-loop by design
Product · private beta
A decision workflow, not a black-box score.
RIB turns inconsistent project files into a comparable evidence map. AI assists with extraction, gap detection and matching; accountable people validate every output before it reaches an investor.
AI-assistedHuman-reviewedCompliance-first
AI-generated illustrative visual — not documentary evidence
Image details
AI-generated illustrative visual — not documentary evidence. Depicted location: Abu Dhabi Global Market district, UAE (24.50162, 54.38802) · Virtual camera: Leica Q3 · Virtual lens: Summilux 28 mm f/1.7 ASPH · Generated: 2026-08-01T10:15:00+04:00 · Copyright: © 2026 Russia Investment Bridge.
Product truth
Show what is real, beta and still planned.
The public site separates current operating knowledge from private-beta product work and future integrations.
Software prototype
Document extraction, evidence mapping, explainable flags and mandate matching prepared for controlled pilots.
Partner integrations
Secure data rooms, monitored sources, APIs and reporting connections after security and legal validation.
Core modules
AI assists where volume is high. Humans decide.
Each module exposes its inputs, confidence and limits so reviewers can challenge the output.
Structured intake
Normalises ownership, licences, financials, operating data and requested capital into a comparable record.
Document extraction
Finds named facts in uploaded materials and links every extracted value back to its source page.
Evidence gap map
Shows missing, expired, inconsistent or low-confidence evidence before a project is shared.
Explainable risk flags
Groups concerns by governance, legal standing, financial quality, execution and jurisdiction — without presenting a guarantee.
Mandate matching
Compares an investor mandate with verified project attributes and explains fit, exclusions and unresolved questions.
Permissioned sharing
Records owner consent, recipient access and document versions for a controlled review process.
Data governance
An auditable record, not an oracle.
The product architecture is intended to make assumptions visible and preserve the path from source document to human decision.
- Source lineage
- Every extracted claim retains a link to the originating document and version.
- Confidence
- Low-confidence data is flagged rather than silently converted into certainty.
- Human approval
- No project becomes shareable until designated reviewers approve required fields and disclosures.
- Access control
- Project owners define recipient, purpose, duration and document scope.
- Change log
- Material edits, new files and decisions remain visible in an audit trail.
Illustrative prototype — fictional sample data, not company or project metrics.
Evidence coverage
Match queue
Project A12 evidence items82%
Project B9 evidence items76%
Project C7 evidence items61%
AI-assisted note
AIThree source gaps require human review before this opportunity can be shared.
What it will not do
Guardrails are part of the product specification.
RIB does not substitute software output for legal, regulatory, technical or investment accountability.
No autonomous recommendation
A match or risk flag is a workflow aid, never an instruction to invest.
No sanctions workaround
The platform is designed to support screening and escalation, not to bypass controls.
No custody or execution
RIB does not hold money or settle securities.
No invented certainty
Missing data remains missing; the product shows the gap and its effect on confidence.
Commercial model
Revenue aligned with software and readiness.
Commercial terms are still being validated and do not imply authorisation to perform regulated activity.
Workspace subscription
Access for project teams and reviewers to structured intake, evidence maps and controlled collaboration.
Readiness engagement
Fixed-scope support to organise evidence and identify gaps before external review.
Enterprise / API
Future licensing for authorised advisers, ecosystem partners and institutional workflows.
Roadmap
Evidence-led milestones, not launch theatre.
Dates and scope are confirmed only after pilot agreements, security review and regulatory scoping.
Phase 01
Validate the workflow
Test the evidence model against real, permissioned project files and document false positives.
Phase 02
Private beta pilots
Measure time saved, evidence completion and reviewer confidence with a small cohort.
Phase 03
Abu Dhabi market entry
Establish the appropriate local presence, localise the product and run GCC-facing pilots.
Phase 04
Partner-scale platform
Add integrations and enterprise controls only after product-market and compliance validation.
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