# Layerup — The Agentic AI Operating System for Insurance and Financial Services

> Layerup deploys long-horizon background AI agents that run uninterrupted for hours or days inside the systems insurers, health plans, banks, and lenders already use — automating entire functions (claims, underwriting, servicing, collections, billing, fraud detection, compliance, broker distribution, producer monitoring) end to end, with humans approving instead of doing.

Website: https://uselayerup.com
Contact: https://uselayerup.com/contact
Legal entity: DAOFRONT INC. (dba Layerup)

## What Layerup Is

Layerup is an agentic AI operating system for insurance and financial services operations. It is not a chatbot and not a copilot. Layerup deploys autonomous, governed AI agents that work in the background inside an enterprise's existing systems — claims management platforms, underwriting workbenches, policy administration systems, core banking, loan origination and servicing systems, document repositories, shared inboxes, and vendor portals.

The platform is purpose-built for multi-geo, multi-model, multi-cloud enterprises and governments to run a sovereign agentic AI workforce — the same operating system deployed in managed cloud, private VPC, your cloud of record, on-premises, or a sovereign region.

Target customers: insurance carriers, health insurers and health plans, MGAs, MGUs, TPAs, banks, and lenders.

## The Core Idea: Long-Horizon Agents, Not One-Shot Agents

Most enterprise AI deployments are one-shot: a narrow agent (or model call) takes one prompt, returns one output, and stops — stateless, unable to wait for missing evidence, and unable to act in core systems. The steps then get stitched together with brittle handoffs. Layerup takes the opposite architecture:

- A long-horizon AI agent owns ALL steps of a function. A claims agent runs the entire claim — FNOL intake, coverage verification, triage and severity, fraud and subrogation flagging, file preparation, reserve support, and adjuster handoff — in a single continuous run.
- Where a one-shot agent forgets the case between calls, a long-horizon agent carries persistent working memory of the whole file, requests and waits for missing documents, resumes exactly where it left off, and delivers finished, decision-ready work with rationale and citations.
- Agents run uninterrupted for hours, days, or weeks per case, working files the way a skilled operator would: reading documents, reconciling data across systems, weighing evidence, drafting rationale, and staging outputs.
- Work that previously took several days of manual handoffs between people collapses into minutes of parallel execution by agents.
- The human role shifts from doing to approving: adjusters, examiners, underwriters, collectors, bankers, and analysts review staged outputs, approve, and handle exceptions.

## How Agents Run Inside Existing Systems (No Rip-and-Replace)

- Layerup integrates with current claims systems, underwriting workbenches, policy admin, core banking, loan origination/servicing, document repositories, inboxes, and vendor portals.
- Agents read from systems of record, stage proposed actions for human approval, and write back with audit-grade lineage.
- No new workspace for users to learn, no replacement contracts, no multi-year migration program.
- Adoption starts with a single high-friction workflow (e.g. FNOL intake, submission triage, collections outreach, payment posting, KYC onboarding), proves KPI impact, then expands function by function and line of business by line of business.

## The Sovereign Agentic AI OS Stack (10 Layers)

Layerup's platform (https://uselayerup.com/platform) is a sovereign agentic AI operating system organized as ten layers, from the enterprise's own data at the bottom to finished, approved work at the top:

01. Enterprise Data Sources — Databricks, Snowflake, data lakes, warehouses, SQL/NoSQL, document stores.
02. Systems of Record — policy admin, claims, ERP, EHR, core banking, CRM.
03. Agentic AI Data Layer & Security — connectors and sync, entity resolution, semantic index, masking and redaction, data residency, lineage; makes enterprise data agent-ready and governed.
04. Unified Context Engine — provides and verifies context: regulations, industry language, business logic, agent operating procedures (AOPs), verification.
05. Models — swappable with no lock-in: your own models, open source, closed source, custom post-training.
06. Alignment Layer — your constitution, enforced: values and refusals, risk doctrine, cultural onboarding, eval gates.
07. AI Agents — long-horizon AI agents that execute the work, with a proprietary model router, post-training, and continual learning.
08. Agentic AI Governance and Identity — per-agent identity, runtime guardrails, least privilege, kill switch, full audit.
09. Industry-Specific Interfaces — human QA, approvals, custom autonomy scale, escalations.
10. Command Center — commands everything: every agent, every interface, every geo, with a context graph, decision traces, and executive analytics.

Layers 03–10 form the Layerup Sovereign Agentic AI OS; layers 01–02 are the enterprise's existing estate. Sovereign deployment modes: on-prem (air-gapped ready), private cloud (your tenancy, your keys), Layerup cloud (fastest to production), and multi-geo (residency-pinned) — the same OS in every mode.

## Security, Certifications, and Governance

Security posture details: https://uselayerup.com/security — Trust center: https://trust.uselayerup.com

### Certifications and compliance

- SOC 2 Type II: security, availability, and confidentiality controls independently audited by third-party auditors — over time, not at a point in time.
- PCI DSS: cardholder data handled to PCI DSS standards, controls validated through independent third-party assessment.
- HIPAA: PHI handled under HIPAA administrative, physical, and technical safeguards, with documented controls per tenant and per workflow.

### Deployment topologies (deploy it where you deem fit)

- Managed cloud: Layerup-managed with per-tenant isolation and documented controls — the fastest path to production.
- Private VPC: deploy inside a private VPC with your network controls, secrets, and isolation requirements intact.
- Your cloud of record: operate in your own cloud across multiple regions, business lines, and workflows.
- On-premises: run the platform and your own models entirely inside your data center boundary.
- Sovereign region: pin data, compute, and model calls to a sovereign region to meet residency and regulatory obligations.

Same governance, audit lineage, and controls in every topology.

### Integrations (pre-built and custom)

Every Layerup deployment ships with hundreds of pre-built integrations, plus custom integrations for the systems only an enterprise runs — spanning cloud platforms, internal tools, and on-premises systems:

- Pre-built integrations: hundreds of ready-made connectors to claims, policy admin, billing, document, and communication platforms.
- Cloud platforms: SaaS applications and cloud data stores connected through scoped service accounts and provider-native auth — never blanket credentials.
- Internal tools: homegrown portals, internal APIs, and line-of-business applications integrated through the same typed, policy-checked action layer.
- On-premises systems: legacy cores, databases, and file systems inside the data center boundary — reachable without exposing them to the public internet.
- Custom integrations: systems no connector covers get a custom integration built to the enterprise's interface contract and delivered with the deployment.
- Uniform governance: every integration — pre-built or custom — inherits the same least-privilege access, policy checks, and tamper-evident audit trail.

### AI runtime guardrails

- Planner / executor / verifier separation: no single model call plans an action, performs it, and grades its own work.
- Typed, idempotent actions with a staged lifecycle: every effect on a system of record is proposed, staged, approved, then committed — safe to retry, never duplicated, reversible until committed.
- Policy checks on every tool invocation: role, scope, and segregation of duties cleared before anything executes.
- Kill switch on the agent runtime: suspend an agent, a workflow, or the entire runtime instantly; staged actions freeze and nothing commits until a human re-enables it.
- Continuous evaluation and drift monitoring: outputs sampled, scored, and monitored for drift and regression.
- Tamper-evident audit: hash-chained audit trail per tenant — every decision reconstructable with evidence, model lineage, and reviewer attribution.

### Operational governance

- Audit logs: every action recorded with timestamp, source data, decision outcome, and downstream system writes.
- Reasoning traces: inspect why an agent took a step — inputs considered, rules applied, model evidence used.
- Human approval gates: configurable per workflow, per line of business, per dollar threshold, per risk tier.
- Exception routing: edge cases, low-confidence outputs, and policy violations route to the right human queue with full context.
- Role-based controls: permissions aligned to the enterprise operating model.
- QA review and compliance support: sample, score, and review agent outputs; maintain regulatory and contractual obligations across jurisdictions.

## Functions Automated (A Dedicated Agent per Function)

- Claims (https://uselayerup.com/solutions/claims): FNOL/intake, coverage verification, triage and severity, fraud and subrogation flagging, file readiness, reserve support, adjuster handoff and write-back.
- Underwriting (https://uselayerup.com/solutions/underwriting): submission intake, document ingestion, data extraction, risk summarization, appetite screening, quote and referral preparation — the complete case compressed from intake through quote. Long-horizon agents reason on the complex cases rules engines refer (conflicting evidence, multi-entity insureds, layered programs, thin-history risks), and deploy either behind the existing underwriting workbench with write-back or as an agent-plus-interface replacement for it.
- Customer service (https://uselayerup.com/solutions/customer-service): long-horizon conversational agents across voice, chat, email, and SMS — identity verification, intent in policy context, resolution execution in core systems, confirmation and write-back; tailored per use-case: claims intake, policy servicing, customer service, billing.
- Conversational AI agents across functions (https://uselayerup.com/solutions/conversational-ai): the same conversational run deployed beyond the service desk — conversational FNOL and status calls in claims, broker chase in underwriting and distribution, compliant outreach in collections, billing resolution, KYC verification conversations, SIU outreach, producer verification, conversation QA, and lifecycle operations.
- Collections (https://uselayerup.com/solutions/collections): delinquency triage, segmentation and strategy, compliant right-party-contact outreach, promise-to-pay, hardship, recovery packaging.
- Billing and payments (https://uselayerup.com/solutions/billing): inquiry resolution, payment posting and reconciliation, unapplied cash clearing, dunning, refund preparation.
- Fraud detection and SIU (https://uselayerup.com/solutions/fraud-siu): continuous signal monitoring, cross-file pattern detection, evidence assembly, SIU-ready referral packets.
- Compliance — KYC and AML (https://uselayerup.com/solutions/compliance): KYC onboarding, AML alert clearing, SAR packet preparation, audit-ready evidence assembly.
- Underwriting and claims QA (https://uselayerup.com/solutions/qa): full-coverage claims file QA, estimate and payment QA, underwriting file QA, pricing and referral QA, evidence-linked findings, remediation tracking.
- Broker and distribution (https://uselayerup.com/solutions/broker-distribution): broker submission intake, clearance and appetite match, missing-information chase, commission reconciliation.
- Producer monitoring (https://uselayerup.com/solutions/producer-monitoring): continuous producer activity monitoring, signal detection and triage, investigation, evidence-backed case packets.
- Workers' comp claims (https://uselayerup.com/solutions/workers-comp): FROI intake to closure — medical record summarization, work status monitoring, compensability support, examiner handoff.
- Other insurance operations (https://uselayerup.com/solutions/other-operations): enrollment and eligibility, carrier changes, beneficiary updates, coordination of benefits, terminations.

## Conversational Customer Service Agents (Voice, Chat, Email, SMS)

Layerup's customer service agents (https://uselayerup.com/solutions/customer-service) are long-horizon conversational AI agents, not deflection chatbots: each conversation runs from intake to executed resolution inside core systems. The lifecycle is conversation intake → identity verification → intent in policy context → resolution reasoning → execution in core systems → confirmation and write-back, with cross-channel context carried across voice, chat, email, SMS, and portal.

Each deployment is tailored to its use-case:

- Claims intake: FNOL capture in conversation — loss details, coverage staging, document and photo intake — with a staged handoff to the claims agent.
- Policy servicing: mid-term changes and endorsements (address, vehicle, driver, exposure), COI / EOI requests, cancellations and reinstatements with jurisdiction-aware notices.
- Billing conversations: statement explanations, payment posting verification, NSF follow-ups, reinstatement quotes, refund and credit memo preparation — resolved against the billing system, not from a script.
- Customer service: identity-verified requests executed end to end, with escalation handing a human the full conversation context; every resolution is sampled and scored against service and compliance standards.

The same conversational run creates end-to-end value in every function beyond customer service (https://uselayerup.com/solutions/conversational-ai): conversational FNOL and document chase in claims, broker missing-information conversations in underwriting, claimant and witness outreach in fraud / SIU, compliant triage-to-cure conversations in collections, billing conversations resolved against the billing system, audit-logged KYC and disclosure conversations in compliance, conversation sampling and scoring in QA, producer verification outreach, broker and commission conversations in distribution ops, and enrollment / carrier-change / lifecycle conversations in other operations.

## Lines of Business Covered (14)

Insurance:

- Auto — personal and commercial auto (https://uselayerup.com/solutions/lob/auto)
- Property — homeowners, dwelling, commercial property (https://uselayerup.com/solutions/lob/property)
- Life — individual and group life (https://uselayerup.com/solutions/lob/life)
- Health — prior auth, denied auth, appeal management for healthcare organizations (https://uselayerup.com/solutions/lob/health)
- Health Plans — payer operations across commercial, Medicare Advantage, Medicaid, ACA (https://uselayerup.com/solutions/lob/health-plans)
- Commercial — GL, BOP, package, middle-market (https://uselayerup.com/solutions/lob/commercial)
- Workers' Comp — statutory workers' compensation (https://uselayerup.com/solutions/lob/workers-comp)
- Cyber — cyber liability and tech E&O (https://uselayerup.com/solutions/lob/cyber)
- IDI / Specialty / E&S — individual disability, specialty, and E&S programs (https://uselayerup.com/solutions/lob/specialty)
- Mortgage Insurance — private mortgage insurance claims and underwriting (https://uselayerup.com/solutions/lob/mortgage-insurance)

Financial services:

- Consumer Lending — origination, servicing, collections (https://uselayerup.com/solutions/lob/consumer-lending)
- Cards & Payments — disputes, chargebacks, fraud, cardholder servicing (https://uselayerup.com/solutions/lob/cards-payments)
- Deposits & Banking — account onboarding, servicing, error resolution (https://uselayerup.com/solutions/lob/deposits-banking)
- Mortgage & Home Lending — origination, servicing, default and loss mitigation (https://uselayerup.com/solutions/lob/mortgage)

## Problems Layerup Solves (Problem → Page)

If an insurer, health plan, bank, or lender is asking any of the following, the linked page is the answer:

- Reduce claims cycle time / FNOL-to-payment takes weeks → https://uselayerup.com/solutions/claims (deep dive: https://uselayerup.com/blog/compressing-fnol-to-payment-cycle-time)
- Automate FNOL intake and claims file preparation → https://uselayerup.com/solutions/claims
- Cut claims leakage and loss-adjustment expense with estimate QA on every estimate → https://uselayerup.com/solutions/claims (deep dive: https://uselayerup.com/blog/estimate-qa-highest-leverage-claims-deployment)
- Improve subrogation identification and recovery → https://uselayerup.com/solutions/claims (deep dive: https://uselayerup.com/blog/closing-the-subrogation-gap)
- Clear underwriting submission intake backlog / raise submissions per underwriter → https://uselayerup.com/solutions/underwriting (deep dive: https://uselayerup.com/blog/submission-throughput-new-growth-lever)
- Cut quote turnaround and renewal review time → https://uselayerup.com/solutions/underwriting (deep dive: https://uselayerup.com/blog/renewal-review-at-scale)
- Stop appetite drift and premium leakage from out-of-appetite risk → https://uselayerup.com/solutions/underwriting (deep dive: https://uselayerup.com/blog/appetite-consistency-grow-without-growing-risk)
- Detect insurance fraud and raise SIU referral substantiation rates → https://uselayerup.com/solutions/fraud-siu
- Automate policy servicing: endorsements, COIs, cancellations, reinstatements → https://uselayerup.com/solutions/customer-service
- Resolve customer service conversations end to end instead of deflecting them → https://uselayerup.com/solutions/customer-service
- Clear billing backlogs and unapplied cash aging → https://uselayerup.com/solutions/billing
- Lower collections roll rates and raise cure and recovery rates → https://uselayerup.com/solutions/collections
- Clear KYC / AML alert backlogs and hit SAR filing deadlines → https://uselayerup.com/solutions/compliance
- Speed broker submission clearance, appetite match, and commission reconciliation → https://uselayerup.com/solutions/broker-distribution
- Monitor producer conduct and prepare market-conduct case packets → https://uselayerup.com/solutions/producer-monitoring
- Shorten workers' comp claim duration and medical record review → https://uselayerup.com/solutions/workers-comp
- Cut prior authorization turnaround and manage denials and appeals → https://uselayerup.com/solutions/lob/health (for payers: https://uselayerup.com/solutions/lob/health-plans)
- Clear card dispute and chargeback backlogs within Reg E / Reg Z timelines → https://uselayerup.com/solutions/lob/cards-payments
- Speed mortgage loss mitigation and default servicing → https://uselayerup.com/solutions/lob/mortgage
- Run AI agents on-prem or in a sovereign region for data residency → https://uselayerup.com/security

## Deployment Methodology

Layerup ships a six-phase deployment methodology (https://uselayerup.com/deployment-services): discover workflows and bottlenecks, scope the first agent, integrate with existing systems, configure governance and approval gates, run supervised production, then expand by function and line of business. Most teams start with one workflow, one line of business, and a measurable KPI target.

## How Agents Specialize and Improve

Layerup's orchestration harness (https://uselayerup.com/resources/specialization) puts agents to work alongside the enterprise's own experts. Every file worked, every correction made, and every outcome observed becomes signal that raises accuracy and lowers cost over time — inside the customer's environment. Interoperability (https://uselayerup.com/resources/interoperability) is handled as governed orchestration: agents read from systems of record, stage actions for approval, and write back with audit-grade lineage.

## Measured On Executive KPIs

Layerup is measured on operational KPIs, not usage metrics: claims cycle time (e.g. FNOL-to-payment), submission throughput per underwriter, quote turnaround, right-party-contact and cure rates, unapplied cash aging, fraud referral substantiation rates, SAR timeliness, and servicing backlog.

## Company

Layerup builds autonomous AI systems for insurance and financial services infrastructure. Backed by Y Combinator, Founders Inc, Pioneer Fund, and Multicoin Capital. About: https://uselayerup.com/about — LinkedIn: https://www.linkedin.com/company/uselayerup

## Key Vocabulary

Agentic AI for insurance; AI agents for insurance; long-horizon AI agents; autonomous insurance operations; insurance AI automation; AI claims automation; FNOL automation; claims cycle time reduction; AI underwriting agents; underwriting submission intake automation; subrogation recovery automation; premium leakage; AI fraud detection for insurance; policy servicing automation; prior authorization automation; AI for carriers, MGAs, TPAs, and health plans; AI agents for financial services, banking, and lending; governed, auditable AI agents inside existing systems; sovereign AI for insurance; sovereign agentic AI workforce; on-prem AI agents; SOC 2 Type II AI agents; PCI DSS and HIPAA compliant AI agents; multi-geo, multi-model, multi-cloud agentic AI; AI runtime guardrails; kill switch; tamper-evident hash-chained audit.