Eliminate black-box hallucinations in claims, underwriting, and compliance. Deepentix combines CLAIM Graph technology with domain-tuned Small Language Models to give your team 100% traceable, multi-tiered policy reasoning at up to 45× lower query costs.
Standard RAG and generic LLMs make catastrophic mistakes on multi-layered insurance documentation. When a single decision relies on EU directives, national financial regulations, corporate policies, branch overrides, and individual contract caps, standard similarity search breaks.
Standard vector RAG
Deepentix CLAIM Graph
Vector search looks for semantic similarity, not legal hierarchy. It frequently pulls coverage limits from a high-level EU or national policy rather than the specific contract or branch override—causing costly miscalculations in claim adjudication.
Generic LLMs cannot provide a deterministic audit trail. In a regulated market, “the AI suggested this” is legally unacceptable during an audit or court dispute.
Stitching together dozens of agents to read each document layer leads to exploding token costs and uncontrollable API bills without eliminating hallucinations.
Deepentix moves complex reasoning from query runtime to the ingestion layer. By transforming unstructured multi-tiered policy manuals into structured, high-density CLAIM Graphs, your AI gets a clear map of authority before it ever answers a question.
Every answer comes with an undeniable chain of evidence back to the line item.
Correctly resolves branch and contract overrides against higher-level regulations.
15x to 45x lower cost per query via double-staged VSLMs.
Ingest thousands of policy documents, regulatory frameworks, branch guidelines, and contract templates across multiple languages (German, English, etc.).
Automatically bootstrap Minimum Viable Ontologies (MVOs) that capture specific insurance schemas. Claims and underwriting experts validate the structure in minutes.
Connect the resulting Knowledge Asset directly to your core claims engine, policy administration systems, or underwriting copilots.
The challenge
Manual cross-referencing of branch overrides, exclusions, and individual contract addendums takes hours per complex claim.
The Deepentix transformation
Instant, deterministic verification of claim validity with line-item citations across all policy tiers.
The challenge
Risk guidelines change constantly across regional markets, creating compliance drag and inconsistent pricing.
The Deepentix transformation
Underwriters access a real-time, structured context layer that cross-checks risk limits against all active regulations.
The challenge
Adapting to evolving EU regulations (e.g., EU AI Act, DORA, Solvency II) requires massive internal audit overhead.
The Deepentix transformation
Full data provenance and deterministic outputs ensure your AI workflows are audit-ready out of the box.
Designed for strict European regulatory compliance (GDPR, EU AI Act). Deepentix ensures your proprietary underwriting rules and customer data never leave your control.
Are you an innovation partner or consultancy building bespoke AI solutions for financial institutions? Deepentix serves as your core engine. Deploy state-of-the-art, auditable AI knowledge assets for your clients in weeks—reducing custom engineering drag and maximizing billable business logic value.
Let us show you how Deepentix resolves multi-tiered insurance documents with 100% auditability on your own test policy data.
