ARKUSRisk Discovery & Intelligence
ARKUS searches for deeper risk-discovery insights — operating hours, alcohol service and other contextual factors that enrich underwriting and sharpen every decision.
ARKUS automatically identifies risk signals by business class, analyzes exposures and flags potential risks for submissions and renewals in real time — then continuously learns from every evaluation.
Intelligent, context-aware insights for comprehensive evaluation
Automatically identifies risk signals by business class
Analyzes exposures and flags potential risks in real time
Transparent risk and exposure data for trustworthy decisions
Integrates effortlessly, preserving data integrity, security and continuity
ARKUS answers specific underwriting risk questions — "does this business handle hazardous materials?", "is this business involved in food preparation?" — consistently and at scale, and it can be taught brand-new risk questions from just a handful of real examples. Every question is scoped by client, segment and risk ID, and its answer logic lives as reusable, versioned skills.
Given a business, ARKUS resolves the right skills for that client + segment + risk ID and answers using them as context, so the same question is evaluated the same way every time.
A subject-matter expert supplies a few real yes / no snippets plus the question and its intent — ARKUS generates the detection logic itself, live-streaming its reasoning. No rule-writing, no engineering cycle.
Each risk question is backed by reusable skills that are scoped, history-tracked and promoted like software — one consistent way of answering "does this business do X".
ARKUS’s core differentiator: an underwriting expert hands it a few real examples, and it writes, tests and ships the detection logic itself — with the rigor of a software release, not a spreadsheet edit.
A handful of genuine yes / no snippets, the risk question, and its intent: that is the entire input a subject-matter expert needs to provide.
From those few examples ARKUS generates far larger sets of synthetic yes, no, and "contextual no" examples, so the model generalizes instead of memorizing.
Deterministic policy checks catch malformed or ambiguous logic; ARKUS sends itself targeted fixes (up to two automatic passes) before anything reaches the external validator.
The moment a model is generated, ARKUS auto-composes two supporting skills (an activity-verification check and an intent-aware check), so the new question is immediately more robust.
Every trained skill moves through a controlled DEV → QA → PROD pipeline with generated diffs between environments — full review and auditability.
Sharper risk classification and insight precision, minimizing premium leakage and optimizing pricing.
Cut manual effort and processing time, freeing underwriters for high-value work.
Stay ahead of evolving compliance standards with AI-powered updates.
ARKUS surfaces risk signals by business class to prepare the file for underwriting.
Exposures are analyzed and potential risks flagged for submissions and renewals.
Prioritized, explainable insights are handed to the underwriter, with sources.
Consistent, automated answers: risk questions that used to need a person to read and interpret get answered the same way every time, at any volume.
Underwriting experts train the AI directly — a new risk question takes a handful of examples, not a development cycle, shortening "we need to check for X" to "the system checks for X".
Nothing goes live untested — layered validation (policy checks, self-repair, external validation) vets every new question from multiple angles before it touches a real submission.
Auditable, not silent — every generation, validation and promotion is versioned, and question edits are flagged as material or cosmetic so leadership always knows what changed.
Powers the risk layer under GIA — the same skill engine feeds the per-product reasoning inside GIA, so "does this business do X" is answered one consistent way across the platform.
Bring a live submission. ARKUS will surface the risk signals and show its sources.
Request an ARKUS demo