Consent-led data. Credit-ready intelligence.

Novel Patterns AA Enablement helps lenders convert Account Aggregator data into clean, consented, underwriting-ready intelligence โ€” powering onboarding, credit assessment, policy checks and portfolio monitoring.

ConsentDigital consent journeys
Clean DataNormalized AA outputs
Credit ReadySignals for underwriting

From consent capture to credit intelligence.

AA is not only a data pipe. It becomes valuable when consented data is transformed into usable underwriting, monitoring and customer journey intelligence.

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AA Connectivity Layer

Connect with AA ecosystem participants and enable secure data access workflows.

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Consent Management

Capture, track and manage consent status, expiry, scope and customer journey events.

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Data Normalization

Convert raw AA payloads into clean, structured and credit-ready financial data.

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Financial Signal Extraction

Generate income, expense, obligation, liquidity, volatility and repayment indicators.

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Underwriting Intelligence

Feed AA-derived intelligence into scorecards, CAM, eligibility and policy rules.

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Journey Funnel Analytics

Track drop-offs, consent failures, data fetch status and customer journey friction.

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Compliance & Audit Trail

Maintain consent lineage, data traceability, error logs and operational visibility.

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LOS Ready Integration

Plug outputs into origination, CAM, decision engine, monitoring and servicing journeys.

AA enablement journey.

A single consent-led data journey converted into decision-ready lending intelligence.

STEP 01

Initiate Consent

Trigger consent request from digital journey, branch, assisted flow or LOS.

STEP 02

Fetch AA Data

Retrieve customer-permitted financial data through AA ecosystem connectivity.

STEP 03

Normalize & Validate

Clean payloads, validate completeness and standardize data for downstream usage.

STEP 04

Generate Signals

Convert data into underwriting indicators, cashflow signals and risk features.

STEP 05

Power Decisions

Feed credit assessment, CAM automation, scorecards, rules and monitoring.

Where it helps lenders

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Faster borrower onboarding using consented financial data.
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Reduced manual statement collection and document dependency.
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Better risk separation through verified cashflow and obligation signals.
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Improved funnel visibility across consent, fetch, failure and drop-off events.

What Novel Patterns adds

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AA data converted into meaningful credit intelligence, not just raw data.
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Journey analytics to identify friction and improve conversion.
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Underwriting-ready features for CART, scorecards, CAM and policy engines.
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Traceable data lineage for operational, risk and audit teams.

Turn AA connectivity into credit intelligence.

Use Novel Patterns AA Enablement to convert consented financial data into faster onboarding, sharper underwriting and better lending decisions.