AI Risk Intelligence

The Risk Brain Behind Smarter Financial Decisions

Prism Layer is an AI reasoning engine that turns raw financial signals into confident, auditable risk decisions — in milliseconds.

Venture-backed Chicago, IL Financial Services AI
Prism Layer risk decision engine interface showing decision nodes and probability scores
10ms
Median Decision Time
<0.3%
False Positive Rate
12
Risk Models Integrated
SOC 2
Type II Ready

Built for the Realities of Financial Risk

From loan underwriting to fraud triage, Prism Layer integrates into your existing stack and starts making better decisions from day one.

Financial data scientist reviewing AI model pipeline on a large display
Explainability

Decisions You Can Actually Explain

Every risk decision Prism Layer makes comes with a full reasoning trace — which signals mattered, how they were weighted, and why the outcome was reached. Your team, your regulators, and your customers deserve answers.

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Compliance

Built for Regulated Environments

Prism Layer is designed from the ground up for the oversight requirements of financial services. Audit trails, model versioning, and compliance hooks are not add-ons — they are core to how the system operates.

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Compliance officer reviewing AI audit trail on a tablet
Software engineers reviewing API documentation on dual monitors
Integration

Connect to Your Existing Stack in a Day

Prism Layer's API-first architecture plugs into your data pipelines, core banking systems, and existing risk infrastructure without ripping anything out. REST endpoints, webhook support, and pre-built connectors included.

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Risk Intelligence Across Financial Services

Prism Layer operates across the full spectrum of financial risk — wherever a decision has consequences.

Lending & Underwriting

Automate credit decisions with multi-factor AI reasoning that accounts for alternative data, macro signals, and bureau inputs — while keeping every decision defensible to regulators.

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Insurance Triage

Route incoming claims to the right handling path instantly. Prism Layer scores claim complexity and fraud signals in real time so your adjusters focus on the cases that actually need them.

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Fraud & Compliance

Detect anomalous transaction patterns and flag regulatory exposure before it becomes a breach. Real-time monitoring with explainable alert logic that your compliance team can act on.

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Real-Time Risk, Real-World Accountability

Prism Layer does not just automate decisions — it makes them auditable, explainable, and defensible. Every call has a paper trail. Every model has a version. Every output has a reason code.

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The People Behind Prism Layer

Operators, engineers, and risk scientists who have seen the problem from both sides.

Simone Garreau
Simone Garreau
CEO & Founder
Arjun Mehta
Arjun Mehta
CTO
Zara Okafor
Zara Okafor
Head of Risk Science

From the Prism Layer Research Team

Practical thinking on AI risk decisioning, financial compliance, and machine learning in regulated environments.

What AI-Driven Risk Decisioning Actually Means for Lenders in 2026
Apr 3, 2026 7 min read
What AI-Driven Risk Decisioning Actually Means for Lenders in 2026

The gap between AI hype and operational reality in lending has never been wider. Here is what the shift actually requires.

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Why Explainability Is Not Optional Anymore in Credit Underwriting
Mar 17, 2026 6 min read
Why Explainability Is Not Optional Anymore in Credit Underwriting

Regulators are no longer satisfied with black-box credit models. Here is what explainable AI looks like in practice.

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Designing a Real-Time Fraud Detection Architecture That Holds Up Under Pressure
Feb 24, 2026 8 min read
Designing a Real-Time Fraud Detection Architecture That Holds Up Under Pressure

Volume spikes, adversarial patterns, and regulatory constraints all hit at once. Here is how to build a system that survives them.

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Ready to Put AI at the Center of Your Risk Stack?

Talk to the Prism Layer team about your use case. We will walk you through the platform and show you exactly how it fits your environment.

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