Data Sources

Bring your data — keep your controls

Connect storage, drives, and databases into an LLM-native workspace. Preserve provenance, enforce residency, and keep every AI conclusion traceable — purpose-built for Law & Finance.

EU/UK residency Lineage & citations RBAC mirroring No LLM training on your data

Connect with confidence

Secure connectors for LLM and RAG workloads. Enforced residency. Full lineage on every retrieval.

Secure Connectors

Read-scoped adapters for S3, SharePoint, Google Drive, and warehouses that power LLM and RAG, with no model training on your data.

Residency & Retention

Pin sources to EU/UK or custom regions with policy-based routing, retention, and deletion tuned for AI and LLMO workflows.

Lineage & Citations

Every retrieval is logged and cited — source → query → AI answer — ready for audit, regulators, and internal review.

RBAC Mirroring

Honor existing roles, groups, and approvals so your AI assistant can only see what the user is already allowed to see.

Governance that travels with your data

Every retrieval. Every AI-assisted claim. Traceable and controlled.

01
Scoped Access

Mirror roles and approvals instead of broad ingestion, so LLMs only use data that users are allowed to see.

Enterprise-ready controls
02
Lineage & Audit

Source → usage → output with timestamps, prompts, models, and reviewers captured for every answer.

Enterprise-ready controls
03
Residency & Retention

EU/UK residency options, legal-hold aware retention, and deletion policies for your AI data plane.

Enterprise-ready controls
Attach Files
Upload contracts, policies and decks so the LLM can read in full context, draft, review and explain with citations.
Attach legal and finance files as LLM context
Attach Data
Link tables, KPIs and deal lists so reasoning uses real numbers instead of screenshots, always grounded in live data.
Attach structured data and metrics for analysis
External Databases
Connect warehouses and external databases, ask natural-language questions, and cite every answer back to rows and records.
External databases connected to the Xybern assistant

Residency & lineage, enforced

  • Pin sources to geographic regions with policy-based routing, retention, and deletion for AI workloads.
  • Log every retrieval with timestamps, requester, model, and downstream usage for end-to-end lineage.
  • Click through from any AI claim to the underlying source — no opaque steps or hidden prompts.
100%
Citations logged
0
Default training
LLMO
Reasoning-ready data
Data residency and lineage map for Xybern

Enterprise controls for AI data

The same governance you expect for core systems, now applied to LLM and reasoning workloads.

Secure Connectors

Use scoped, audited connectors instead of bulk exports, so AI stays close to your existing data perimeter.

Residency & Retention

Keep AI processing and caching in-region, with residency and retention policies aligned to your risk posture.

Lineage & Citations

Tie every answer back to sources, prompts, and models, so internal audit and regulators can replay decisions.

RBAC Mirroring

Mirror RBAC from your identity provider into Xybern projects, so LLM access tracks your existing controls.

See your sources, governed and auditable

Connect real systems under residency, RBAC, and lineage controls. Evaluate traceability, LLM answer quality, and review workflows on your own legal and finance data.

“Reliable AI outcomes start with reliable data. Xybern preserves provenance from source to reasoning to decision.”