GPU INPUT AI
IQStack

Start with One Spark. Scale When You're Ready.

Always-on AI agents running on your desk. Scale to a cluster when you're ready. Powered by NVIDIA DGX Spark.

The Problem

You Should Control Where Your AI Runs

  • Your documents are everywhere — except where you need them
  • Most AI platforms force you into cloud-only — no choice, no control
  • Your data shouldn't leave your building for AI
  • Enterprise AI platforms cost millions — and take months
The Journey

From Desk to Data Center

A natural growth path. Start small, prove the value, then expand.

01

SPARK

Put AI on Your Desk

1× DGX Spark — 128GB unified memory, 1 PFLOP FP4

  • Knowledge Assistant — ask your documents anything in Thai + English
  • Local AI Engine — everything runs on your hardware, zero cloud dependency

1 agent · up to 3 data sources · Thai + English bilingual

02

CLUSTER

Give AI to Your Teams

2–4× DGX Spark clustered — 256–512GB unified memory

Everything in Spark, plus:

  • Agentic Data Mining — AI agents explore your data autonomously
  • AI Eval — monitor quality, detect hallucinations, enforce guardrails

Multiple agents · up to 10 data sources · custom fine-tuning · 405B parameter models

03

ENTERPRISE

Run Your Business on AI

GPU cluster, DGX Station, or cloud deployment

Everything in Cluster, plus:

  • Multi-Agent Orchestration — agent swarms coordinating across departments
  • Custom Compliance Agents — industry-specific regulatory monitoring
  • 24/7 Managed Operations — dedicated engineer, SLA-backed support
What's Inside — Spark Starting Point

Open-Source AI Stack on DGX Spark

Start here — one device on your desk. Prove the value with real data before scaling to a GPU cluster. This is not a fixed architecture — every component can be swapped, added, or replaced to fit your needs.

Layer
Component
Role
Hardware
DGX Spark
GB10 Superchip, 128GB, 1 PFLOP
Security
NemoClaw
Enterprise-ready guardrails, audit, and access control
Models
Your choice
Runs any open model locally, zero per-query cost
Data
PostgreSQL + pgvector
Vector search and structured data storage
Knowledge
Document AI
Reads your documents and finds answers
AI Engine
Fast AI
Makes AI respond quickly and efficiently
Dashboard
Grafana
Monitoring and observability
Interface
Open WebUI
Chat UI for end users
Agents
OpenClaw via NemoClaw
Always-on, self-evolving agents

Total software license cost: ฿0 — all open source

Outgrown Spark? Scale to GPU Cluster or Cloud.

Same software stack, more compute. Multi-GPU clusters, 405B+ parameter models, unlimited agents — the architecture stays the same, only the hardware grows.

DGX SPARK DGX SPARK DGX SPARK DGX SPARK Clustered GPU Cluster
Capability Spark Cluster Enterprise
AI Agents 1MultipleUnlimited
Data Sources Up to 3Up to 10Unlimited
Custom Fine-Tuning
Model Size Up to 70BUp to 405B405B+
Knowledge Assistant
Local AI Engine
Agentic Data Mining
AI Eval & Guardrails
Multi-Agent Orchestration
Custom Compliance Agents
24/7 Managed Operations
Enterprise SLA
Optional: Cloud Intelligence Layer

100% Local. Cloud When You Choose.

Your platform runs entirely on your hardware. Add Claude for the tasks that need advanced reasoning — routed through NemoClaw's privacy layer.

Your query enters NemoClaw Privacy Router

90% of queries

Handled locally by Nemotron

Free · Instant · Fully private

10% of queries

Sensitive data stripped, routed to Claude

Advanced reasoning · Logged · Auditable

→ Your data policy controls the cloud

→ Every request in audit log

→ Turn off anytime

Basic

Standard reasoning

Pro

Advanced reasoning

Builder

Code + API access

Add Claude Intelligence
Optional: Enterprise Extensions

Ready to Extend Your IQStack?

Add IBM watsonx to any stage. Your DGX Spark keeps running as the local foundation — IBM extends it with enterprise-grade governance, data integration, process automation, and optimization.

AI Models

watsonx.ai

Governance

watsonx.governance

Data Integration

watsonx.data

Automation

watsonx Orchestrate

Optimization

IBM CPLEX

How We Deliver

The INFOZENSE Method — Applied to Your IQStack

The same proven methodology that powers our consulting — now applied to your on-premise AI platform.

1

Assess

Evaluate your data readiness and identify the highest-value use case

Strategic Consulting →
2

Build

Deploy DGX Spark, install the stack, fine-tune models on your data, build custom skills

Solution Development →
3

Measure

Monitor agent quality with AI Eval, track ROI, prove business impact

Performance Analytics →
4

Scale

Add Sparks, expand agents, optimize continuously

Operational Excellence →
Get Started

Ready to Put AI on Your Desk?

Start with a pilot project. Your data. Your use case. See real results before you commit.

Start a Pilot Project

🌏 We welcome international engagements — serving clients across Southeast Asia and beyond.