Xong AI
Product

Data House

A dedicated governed data foundation for multimodal AI so workflows stay grounded, secure, and auditable.

Data House layered storage illustration

What it does

Data House unifies ingestion, storage, indexing, and governance. It powers retrieval, datasets, evaluation packs, and reliable inference in cloud, on-prem, or dedicated deployments.

Ingestion
Batch and streaming pipelines from APIs, databases, file systems, and event sources.
Multimodal storage
Documents, images/video, audio, sensors/time-series, and realtime events in one governed layer.
Governance
RBAC, audit logs, encryption, retention policies, and per-customer isolation boundaries.

How it works

Data that is ready for AI - and safe for operations

Data House is designed for real enterprise workloads, not just text.

Secure data foundation illustration

Feature highlights

Supports the data you actually have

Ingestion
Batch and streaming pipelines from APIs, databases, file systems, and event sources.
Multimodal storage
Documents, images/video, audio, sensors/time-series, and realtime events in one governed layer.
Indexing & retrieval
Semantic + metadata indexes for grounded workflows and fast evidence retrieval (RAG).
Governance
RBAC, audit logs, encryption, retention policies, and per-customer isolation boundaries.
Datasets & sessions
Store session traces and verified outputs to build training data and evaluation packs.
Deployment flexibility
Run cloud, on-prem, dedicated single-tenant, or hybrid depending on data requirements.

Governed data signals

Know what data was used, where it came from, and how fresh it is.

Data House exposes lineage, access decisions, and retrieval performance across modalities so workflows stay grounded.

  • Lineage + source snapshots for every retrieved item.
  • Access policies enforced at ingestion and query.
  • Retrieval quality and freshness tracked by workflow.
Data health signals
Illustrative distribution across ingestion, indexing, and retrieval.
Lineage
Complete
Source + transform history per asset.
Governance
Policy-based
RBAC, retention, and encryption.
Retrieval quality
Grounded
Semantic + metadata indexes.
Freshness
Configurable
Batch or streaming updates.

Proof

Audit-ready data pipelines

Data House powers cross-document verification and evidence tracking in regulated workflows.

Documents
PDFs, scans, emails, forms, tables, bundles, attachments.
Video & images
Inspection cameras, audit evidence, labeling/OCR, event timelines.
Audio
Calls, recordings, speech-to-text, summaries, compliance checks.
Sensors & realtime
Time-series signals, anomalies, event correlation, automated alerts.
Data foundation

Want a Data House blueprint for your environment?

We will design ingestion, governance, indexing, and deployment (cloud/on-prem/dedicated) based on your constraints.

Talk to an engineerSee deployment models