Agentic AI across every system, model, and operating boundary.
Layerup is the governed orchestration substrate between enterprise insurance work and the systems that already run it. Agents read from existing systems of record, reason over typed evidence, route through approved models and tools, stage actions for approval, and write back through controlled adapters.
Layerup is the governed orchestration substrate for agentic AI.
It does not replace existing systems. It sits above them, maps their data into a canonical ontology, lets AI agents reason over typed evidence, routes model calls through a vendor-neutral model gateway, gates all tool and action calls through enterprise policy, stages actions for approval, writes back through typed adapters, and records every decision and action in audit-grade lineage.
No rip-and-replace
Layerup sits above your existing systems. It does not displace your policy admin, claims platform, or document stores — they stay in place and stay authoritative.
Vendor-neutral model routing
Every model call routes through a vendor-neutral model gateway — closed-source frontier, approved open-source, and customer-owned or on-prem models, governed by policy.
Approved write-back
Agents write back only through typed adapters, and only after policy checks and any required approval clear. No uncontrolled mutations reach a system of record.
Audit-grade lineage
Every decision and action is recorded with its inputs, evidence, model output, and downstream write — exportable for audit, model risk, and regulator review.
Private, on-prem, sovereign, or cloud
Deploy in the topology your risk posture requires — private VPC, on-prem, sovereign region, or cloud — across multiple regions and business lines.
Human approval where required
Actions stage into human approval queues by dollar threshold, risk tier, workflow, and line of business — enforced at the orchestration layer, not bolted on.
Existing systems stay authoritative
Systems of record remain the source of truth. Layerup maps their data into a canonical ontology so agents reason over typed evidence without owning the data.
Typed signals in. Governed reasoning. Approved actions out.
Agents read typed signals from the systems that already run the business, reason under policy, route model calls through a vendor-neutral gateway, gate every tool and action call, and write approved actions back — with audit and telemetry on a side channel. No rip-and-replace.
- Typed signals in
- Governed reasoning
- Policy-mediated tool calls
- Model routing
- Approved actions out
- Audit and telemetry side channel
Deploy agents across the systems, models, and channels you already run.
Layerup connects to existing systems of record, legacy insurance platforms, document systems, every operating channel, identity, data, models, approvals, and compliance — across regions, business lines, and deployment topologies.
Systems of record
Existing systems of record across the enterprise stay authoritative while agents read typed evidence from them.
Legacy insurance platforms
Policy admin, claims, billing, and rating platforms — including legacy and mainframe systems — connected without replacement.
Document systems
Document management and content repositories — declarations, estimates, medicals, statements, and forms — mapped into the ontology.
Emails, portals, APIs, files, streams & voice
Every operating channel: email inboxes, vendor and customer portals, REST/SOAP APIs, file drops, event streams, and voice transcripts.
Enterprise identity providers
Federated identity, SSO, and SCIM-managed roles so access, permissions, and segregation of duties match your operating model.
Internal data lakes / BI / ML
Data lakes, warehouses, BI, and internal ML systems — agents reason over governed signals and feed analytics back.
Closed-source frontier models
Best-in-class commercial frontier models, routed through the vendor-neutral gateway under enterprise policy.
Approved open-source models
Open-weight models on your approved list, selected per workflow on cost, latency, and accuracy.
Customer-owned / on-prem models
Your own fine-tuned, private, or on-prem models — kept inside your boundary and governed identically.
Human approval queues
Staged actions route into human approval queues by dollar, risk tier, and workflow before anything is committed.
Audit, telemetry & compliance systems
A side channel writes decision and action lineage into your audit, telemetry, and compliance systems of record.
Regions, lines & deployment topologies
Multiple regions, business lines, workflows, and deployment topologies — private, on-prem, sovereign, or cloud.
Eight components that turn enterprise systems into governed agent execution.
Each layer of the orchestration substrate has a single job — from ingesting raw signals to recording audit-grade lineage — so AI agents can act across the enterprise without owning the data or bypassing controls.
Ingestion
Connects to existing systems, channels, and files — pulling in raw signals from records, documents, emails, portals, APIs, streams, and voice.
Ontology
Maps source data into a canonical, typed ontology so agents reason over consistent, typed evidence instead of raw, system-specific shapes.
Agent Runtime
Executes governed agent reasoning over typed evidence — planning, retrieval, and decisions, every step traceable to its inputs.
Tool Registry
A governed catalog of the tools and actions agents may invoke, each with typed contracts and the policy required to call it.
Model Gateway
Vendor-neutral routing for every model call — closed-source frontier, approved open-source, and customer-owned or on-prem models.
Action Plane
Stages actions for approval and writes back through typed adapters — controlled, reversible, and committed only when policy clears.
Compliance & Control
Gates every tool and action call through enterprise policy — approval thresholds, risk tiers, role-based access, and segregation of duties.
Audit / Telemetry
Records every decision and action in audit-grade lineage and streams telemetry to your observability and compliance systems.
Your existing systems stay authoritative.
Layerup never becomes a new system of record. Policy admin, claims, billing, documents, data, identity, and models keep running and keep custody of the data — the substrate orchestrates above them.
Policy admin
Policies, endorsements, and rating remain in your policy admin system as the authoritative source.
Claims platform
Claims, reserves, and payments stay in your claims platform; agents read and write back through typed adapters.
Billing / GL
Billing and general ledger systems remain the financial source of record for every transaction.
Document management
Content repositories keep custody of documents; the ontology references spans, not copies.
Data lake / BI
Data lakes, warehouses, and BI continue to serve analytics and receive governed signals back.
Identity provider
Your IdP remains the authority for identity, SSO, and role provisioning across agents and people.
Model endpoints
Frontier, open-source, and private model endpoints stay where they are, reached through the gateway.
Third-party systems
Vendor portals, data providers, and partner systems integrate without changing how they run.
Private, on-prem, sovereign, or cloud — across regions and lines of business.
Deploy the substrate in the topology your risk posture requires, across multiple regions, business lines, and workflows — with the same governance, model routing, and audit lineage everywhere.
Private
Deploy inside a private VPC with your network controls, secrets, and isolation requirements intact.
On-prem
Run the substrate and your own models entirely inside your data center boundary.
Sovereign
Pin data, compute, and model calls to a sovereign region to meet residency and regulatory obligations.
Cloud
Operate in your cloud of record across multiple regions, business lines, and workflows.
Start with one workflow. Expand across every line of business.
Layerup's Agentic AI Platform lets insurance enterprises deploy governed AI agents across the systems, models, data, and controls they already run. Start with one workflow, prove the operating pattern, then expand across claims, underwriting, servicing, and every line of business.