OZRA AI Brand LogoOZRA AI LLP

Your Claims Data Never Leaves Your Perimeter. Your Proprietary Alpha Stays Yours.

Insurer loss data is an irreplaceable proprietary moat. OZRA builds isolated, per-insurer foundational models trained exclusively inside your VPC or bare-metal environment.

TENANT SEPARATION INTEGRITY100.0% AIR-GAPPED
0.000 / ZERO COMMINGLING

Deterministic cryptographic isolation verified at model checkpoint level.

Cryptographic Perimeter & Tenant Air-Gaps

Commercial marine, property catastrophe, and treaty books operate in single-tenant memory allocations. Weights are compiled natively within your jurisdiction.

Dedicated server racks in a private data centre
TENANT CONTAINER // 01shield
Tier-1 Insurer A
VPC ID: in-south-mum-092A

Fine-tuned exclusively on 18 years of Marine Hull & Specie loss logs. Zero parameter blending with any foreign underwriting core.

Model Param State:Dedicated 70B Quant
Memory Encryption:AMD SEV-SNP Active
Loss Run Sync:VPC Air-Gapped S3
lock
HARD ZERO-TRUST BOUNDARY
Cryptographic Isolation Engine

Strict memory partition enforcement. No centralized model endpoint. No telemetry back-haul to OZRA.

blockParam Leakage Rate: 0.0000%
TENANT CONTAINER // 02verified
Reinsurer B Syndicate
Appliance: BKC-BareMetal-04

Fine-tuned exclusively on high-excess liability and treaty layers. Standalone runtime with zero network routing to Insurer A.

Model Param State:Local Weights Excl.
Execution Mode:100% Offline Core
Hardware Module:Dual H100 NVLink

Three Enterprise Deployment Archetypes

Built to satisfy rigid institutional infosec requirements, IT governance covenants, and national data residency statutes.

Corporate office towers
cloud
ARCHETYPE 01

Private Cloud VPC

Deployed inside your dedicated tenancy across AWS Mumbai (ap-south-1), Azure Central India (Pune), or GCP Mumbai. Complete Customer-Managed Encryption Keys (CMEK).

check_circleZero-egress endpoint policies
check_circleNative IAM role federation
check_circleMulti-AZ failover resilience
dns
ARCHETYPE 02 // MAXIMUM SOVEREIGNTY

On-Premise Air-Gapped Appliances

Pre-configured bare-metal GPU clusters installed right inside your corporate data centers. Fully physical disconnected execution without public Internet tethering.

check_circleZero WAN egress requirements
check_circleEncrypted local NVMe SAN pool
check_circleQuarterly air-gap delta patches
hub
ARCHETYPE 03

Hybrid Federated Ingestion

Pre-ingestion scrubbing and zero-knowledge tokenization pipeline. PII and proprietary broker policy strings are redacted client-side before reaching execution pools.

check_circleZK proof deterministic masking
check_circleHomomorphic claim aggregation
check_circleClient-side pseudonymization

The Proprietary Underwriting Training Loop

01INGESTION

Historical Loss Run Ingestion & Clean-up

Unstructured claim adjuster field notes, marine sensor telemetry, scanned broker slips, and casualty litigation transcripts are ingested and parsed without external LLM routing.

Data Sources:• 10M+ unstructured policy notes• Scanned PDF loss surveys• Telematics / IoT sensor feeds
02GUARDRAILS

Actuarial Constraint Embedding

Hard mathematically verified bounds prevent probabilistic hallucination. Predictions strictly adhere to your internal loss distributions and solvency margin covenants.

Verification Engine:• Exact generalized linear bound checks• PML non-exceedance verification• Deterministic factor bounds
03SOVEREIGN OWNERSHIP

Sovereign Fine-Tuning & Weight Custody

Weights are compiled into standalone checkpoints. The insurance enterprise retains 100% legal intellectual property and physical custody of the resulting neural parameters.

Legal Certainty:• Zero license revocation lock-in• Exportable SafeTensors artifact• Proprietary pricing moat preserved

OZRA Sovereign vs. Generic AI Alternatives

Generic SaaS APIs leak proprietary claims intelligence into multi-tenant frontier models. Here is why institutional carriers choose OZRA.

EVALUATION VECTOR
OZRA SOVEREIGN ARCHITECTURE
GENERIC PUBLIC LLMs & THIRD-PARTY AGGREGATORS
Data Residency & Perimeter
verifiedIn-VPC or Bare-Metal Localized
cancelMulti-tenant foreign cloud egress
Model Weight Intellectual Property
verified100% Owned by Carrier Client
cancelRetained by Foundation AI Vendor
Actuarial Determinism
verifiedMathematical hard constraint enforcement
cancelHigh hallucination risk in loss sizing
Cross-Tenant Training Poisoning
verifiedPhysically impossible (Air-gapped runtimes)
cancelShared context windows & synthetic sync

Review the architecture with our team

Walk through deployment options, isolation guarantees and security requirements for your environment.

Schedule Architecture Review