Private research workspace: pilot code only, not publicly available. Access is by invitation after review.
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04 / CAPITAL MATCH AI · PROJECT & INVESTOR READINESS INTELLIGENCE

Understand capital compatibility. Before any introduction.

A proposed decision-support workspace to compare publicly stated investor preferences with project characteristics, organize documents, identify information gaps and surface risks for independent human review.

Today the AI compares project documents with stated capital criteria and shows readiness gaps for human review. This is a research and software concept, not a live investor network: no investor identities, mandates, approvals, investment offers or introductions are represented. Connection or capital-arrangement functions will be published only when they are lawfully implemented.
EXPLAINABLE BY DESIGN

Four capabilities. One evidence-led workflow.

Capital Match AI is designed to help organizations assess information compatibility and documentation readiness, without making investment decisions on their behalf.

01 / COMPATIBILITY

Criteria comparison

Compare geography, sector, maturity, indicative size and currency using user-provided, non-confidential criteria. Show the reason for each comparison.

02 / DOCUMENTATION

Readiness workspace

Organize project documents and highlight missing evidence, unclear ownership, permits, audited statements and other user-selected requirements.

03 / RISK INTELLIGENCE

Risk mapping

Flag potential policy, currency, execution and information-quality risks for expert review; do not present automated findings as due diligence certification.

04 / AUDITABILITY

Source and decision trail

Record data provenance, dates, assumptions and reviewer decisions. Distinguish verified evidence from self-reported assertions.

05 / PRIVACY

Controlled information

Design for data minimization, consent, role-based access and retention policies before accepting real investor or project files.

06 / HUMAN CONTROL

Expert escalation

Require authorized human review for material claims, adverse flags and any regulated or transaction-related activity.

INTERACTIVE CONCEPT · LOCAL ONLY

Compatibility framework preview

Choose illustrative criteria to see what an initial research checklist might flag. No actual investors or projects are queried, scored or matched. Your selections remain in this browser session.

Illustrative scenario

No personal information requested or transmitted.

Illustrative analysis

Select criteria and generate a sample compatibility framework.

Not a suitability assessment, investor recommendation, valuation, underwriting, capital-raising service or verified match.

PROPOSED COMMERCIAL PATH

Software first. Regulated activity only if authorized.

Commercialization depends on jurisdiction-specific legal review, a functioning product, appropriate privacy controls and validated customer demand.

MODEL A
Research Software Subscription

Organization-level access to research workspaces, evidence checklists and document status dashboards. Pricing to be tested, not yet offered.

MODEL B
Institutional SaaS

Role-based team seats, audit history and approved data integrations after security and legal review. Pricing by scope and usage.

MODEL C
Permitted Professional Services

Fixed-fee documentation support or independent research where lawful. No transaction success fee, brokerage or placement activity without required authorization.

Regulatory boundary: No securities placement, investment solicitation, brokerage, personalized investment advice, transaction arrangement or fee contingent on capital raised is offered through this prototype. Describing a service as “AI matching” does not remove licensing obligations.
30 / 90 / 180 DAYS

Build with customer evidence.

FIRST 30 DAYS

Validate

Interview potential institutional software users and test non-regulated document-readiness workflows. Do not assume paid demand.

FIRST 90 DAYS

Prototype

Develop a controlled research MVP with provenance, explainability and security testing before handling real sensitive files.

SIX MONTHS

Decide

Review conversion, recurring revenue, retention, output quality and jurisdictional permissions before expansion.