The Underwriting & Audit Decision Platform
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Agentic AI · Underwriting & Audits

Real underwriting intelligence — not just automation.

Agentic, role-based assistants that deliver genuine underwriting and premium audit intelligence across every stage of the process.

The suite

Meet our intelligent assistants.

Our assistants don’t just talk to each other — they understand each other. The platform standardizes how data, context, and decisions are exchanged.

GIA Lite
Appetite Assistant

GIA Lite

  • Classifies the risk via NAICS, SIC, or any proprietary code
  • Immediately determines whether the class code fits carrier appetite
Learn more →
ARKUS
Risk Insight Assistant

ARKUS

  • Delivers real-time risk-quality data and exposure insights
  • Enables precise pricing and accurate quote generation
Learn more →
GIA
Eligibility Assistant

GIA

  • Instant eligibility assessments based on tailored underwriting criteria
  • Dynamically aligns submissions with underwriting appetite
Learn more →
CHRIS
Premium Audit Assistant

CHRIS

  • Validates audit data and identifies classification anomalies
  • Streamlines manual workflows while improving accuracy and compliance
Learn more →
The value

Speed, clarity, and confidence at every stage.

Speed

Appetite to eligibility in seconds, not days.

Transparency

Every decision is traceable — plain-language rationale included.

Accuracy

Consistent rules from agent to underwriter.

The workflow

The intelligent underwriting workflow.

Underwriting funnel
One continuous pipeline — submission in, quote-ready decision out.
Underwriting workflow
Role-based assistants collaborating across the underwriting workflow.
Industry viewpoints

The analysts agree.

"Insurers adopting AI assistants report a 25% improvement in underwriting efficiency and a 15% reduction in operational costs."

Celent

"AI and machine learning technologies in insurance have the potential to create $1.1 trillion in annual value across the industry, with underwriting and pricing productivity gains of up to 13%."

McKinsey & Company

Embrace future-forward insurance operations.

NeuralMetrics helps insurers, MGAs, and their distributors "know the unknown" — with measurable improvements in underwriting and premium audit management.

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