Xong AI
Enterprise agentic automation

The control plane for AI workflows that run in the real world.

Xong combines a governed Data House, agent orchestration, safe tool integrations, and traceable sessions so AI can act with confidence and oversight.

Platform control planeOrchestrator workflowsWebKit integrationsData HouseSessions + HITLModel adaptation

What Xong is

A modular platform that turns enterprise data and systems into safe, auditable AI workflows.

Think of Xong as a control center: it grounds models on governed data, orchestrates reasoning and tools, and captures every decision in sessions for review and improvement.

Sources
Documents, video, audio, sensors, and enterprise systems.
Data House
Ingestion, storage, indexing, governance, datasets.
Models
Reasoner LLMs, SLMs, vision/audio/sensor models.
Orchestrator
Agent workflows, validation gates, traces, safety policies.
WebKit Tools
ERP/CRM connectors, tool registry, safe structured actions.
HITL + Sessions
Review queues, corrections, rewards -> interval training.

Operational telemetry you can trust

Every workflow emits evidence, not just output.

Track inputs, sources, tool calls, validation decisions, and human reviews in one timeline so teams can explain what happened and why.

  • Unified session ledger across tools, models, and reviewers.
  • Policy-based gates with confidence thresholds and HITL routing.
  • Granular cost and latency signals per step and model.
Control plane telemetry dashboard illustration
Live signal view
Illustrative session health signals across workflow stages.
Trace coverage
End-to-end
Inputs → tools → outputs → approvals.
Workflow latency
Sub-minute
Step-level timers and bottleneck alerts.
Action control
Policy-driven
RBAC + tool schemas + validation.
Cost signals
Budgeted
Per-session and per-model tracking.

Platform modules

Each module is designed for production governance, observability, and safe execution.

Platform
Unified control plane for models, workflows, deployments, and governance.
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Orchestrator
Reasoner-driven planning, validation gates, and full traceability.
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WebKit
Turn ERP/CRM and internal apps into permissioned AI tools.
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Data House
Governed multimodal data foundation with lineage and access controls.
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Sessions + HITL
Every run is auditable with review queues, approvals, and rewards.
Learn more
Model Adaptation
Interval training with verified sessions for continuous improvement.
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Orchestrator in action

Agent workflows that plan, validate, and escalate safely.

See how a workflow progresses through evidence extraction, validation, and tool actions with human review where needed.

Example: Intelligent verification
Orchestrator plans the steps, calls modules and tools, and logs everything as a session.
Ingest case bundle
docs / media / metadata
Extract + normalize
document AI module
Cross-validate
rules + model check
Confidence gate
threshold + policy
HITL review (if needed)
approve / correct / reward
ERP/CRM action via WebKit
structured tool call

WebKit integrations

Connect to your existing stack with safe, schema-driven tool actions.

ERP systems
CRM platforms
WMS / logistics
Email & comms
Document stores
File storage
BI / analytics
Queues & events
ERP systems
CRM platforms
WMS / logistics
Email & comms
Document stores
File storage
BI / analytics
Queues & events

Real scenarios

Proven workflows across industries with traceability and control.

Enterprise support + coding

Triage tickets, retrieve context, and execute safe fixes with approvals.

View case study

Textile certification

Cross-validate global certificates with HITL exception handling.

View case study

Audit video evidence

Detect events, package evidence, and keep auditor-ready traces.

View case study

Security & deployment

Deploy anywhere with strong governance and auditability.

Cloud
Fast start with private networking and enterprise controls.
On-prem
Data residency and isolation within your environment.
Dedicated
Single-tenant environment with custom governance needs.
Hybrid
Split workloads by sensitivity across cloud and on-prem.
Complete audit logs for inputs, tool calls, and outputs.
RBAC and permissioned tools for safe actions.
Human approval gates for high-impact steps.
Data residency and retention policies by workflow.

Evidence-ready operations

Ship AI workflows that auditors can replay.

Xong captures every decision and artifact so compliance, security, and ops teams can review without guesswork.

Immutable session timelines with source snapshots.
Tool-call provenance and approval trails.
Redaction, retention, and residency policies per workflow.
Exportable audit packs for internal or external review.
Governed cloud data and security illustration

FAQ

Common questions from enterprise teams.

How is Xong different from an LLM app?
Xong is a full control plane with orchestration, tools, data governance, and session traceability - not just a chat interface.
Can we deploy on-prem or in a private cloud?
Yes. Xong supports cloud, on-prem, dedicated single-tenant, and hybrid deployments.
How do you keep actions safe?
WebKit tools enforce permissions, and Orchestrator uses validation gates plus human approvals for high-risk actions.
What data types are supported?
Documents, images, video, audio, sensor streams, and structured enterprise data.
How does model improvement work?
Verified sessions and human corrections feed interval training with regression testing.
How long does a pilot take?
Typical pilots run in weeks, starting with one workflow and expanding after validation.
Do we need to replace existing systems?
No. Xong integrates with your systems using safe tool interfaces and APIs.
Is there a way to review every AI action?
Yes. Sessions capture inputs, sources, tool calls, and outputs with full traceability.
Ready to build

Ship a production-grade workflow with traceability and control.

We map your process, connect data, deploy a safe agent workflow, and improve accuracy with HITL rewards.

Book a demoTalk to an engineer