Eigen Networks·Finance & Banking
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Credit & Lending·Loan Origination·Certified

Loan Origination Decision

Regulatory anchor: MaRisk BTO 1 + CRR / CRD IV

End-to-end loan origination workflow with regulatory citations baked in. The network pulls KYC, runs an internal-rating PD, runs an affordability calculation against household-budget guidelines, checks each policy rule with its MaRisk BTO 1 reference, and produces a GO / CONDITIONAL / DECLINE decision with the legal basis for every step. Audit-ready by default.

Agent topology

3 levels · 6 agents
Origination Decision LeadAgentgemma-3-4b-it

Orchestrates the origination sequence, enforces ordering (eligibility before risk), and assembles the decision package.

Eligibility LeadAgentgemma-3-4b-it

Gates the application. Runs KYC and the bureau pull in parallel; hard-stops the workflow if either returns a red flag.

KYC VerifierAgentphi-4-mini

Confirms identity, screens against sanctions and PEP lists, validates source-of-funds documentation.

credit.kyc_pull
Bureau Score PullerAgentphi-4-mini

Pulls the credit bureau report (Schufa or equivalent) and the internal rating. Returns score, recent hard inquiries, prior delinquencies.

credit.bureau_score
Risk LeadAgentgemma-3-4b-it

Owns affordability + policy. Runs the affordability stress-test, then walks every MaRisk BTO 1 origination rule.

Affordability CalculatorAgentqwen-2.5-7b

Computes debt-service-to-income ratio against the bank's affordability policy. Stress-tests at +200 bps and unemployment scenario.

credit.affordability_check
Policy Rule CheckerAgentqwen-2.5-7b

Walks each origination policy rule from the bank's MaRisk BTO 1 framework. Returns pass / fail per rule with the policy reference.

credit.policy_rules
Regulation CiterAgentphi-4-mini

Annotates every decision step with the specific MaRisk paragraph and the CRR article that supports it.

compliance.citations_lookup
Decision AggregatorAgentqwen-2.5-7b

Combines all sub-agent outputs into the final decision: GO / CONDITIONAL / DECLINE, the recommended terms, and the audit-ready rationale.