Infozense Knowledge Engineering Stack

The Knowledge Core That Powers Every Stack.

The shared intelligence layer — search, retrieval, analytics, AI, and workflow — that supplements your existing data. Every domain stack runs on Knowledge Engineering Stack.

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Sub-second
Search latency
Billions
Documents at scale
Multilingual
TH + EN + more

* Performance depends on architecture, data volume, and infrastructure configuration.

The Problem

Enterprise Knowledge Is Scattered, Stale, and Inaccessible

Your teams waste hours searching for documents that should be at their fingertips. Critical knowledge is buried in silos, keyword search returns noise, and there's no governance over who sees what.

Knowledge Silos

Documents scattered across file shares, intranets, wikis, and email. No unified search across all sources.

No Intelligence

Keyword search fails when people don't use the exact term. No semantic understanding, no concept matching, no answers — just links.

No Governance

No control over who sees what, no document lifecycle management, no audit trails, and no quality monitoring of search results.

What's Inside

Where KEngStack Sits in Your Architecture

KEngStack is the core knowledge engine that connects your data to your applications. Domain stacks build on top of it.

Customer Application

Your portals, business apps, and workflows

Already in place
Provided by INFOZENSE
SCMStack GeoStack IoTStack SkillStack
KEngStack — Knowledge Engineering Stack
Search & Vector Engine Real-Time Analytics Engine Document Intelligence AI Guardrails & Access Control Workflow Engine Chat Interface
Customer Data
Your existing sources
Databases ERP / CRM File Shares IoT Feeds APIs
Core Capabilities

Everything Your Knowledge Layer Needs

Nine integrated capabilities that turn scattered documents into a searchable, governed, intelligent knowledge engine.

Hybrid Search

Full-text keyword search and semantic vector search in a single query. Find documents by exact terms or by meaning — whichever gets the best result.

Document Intelligence

Automatically parse PDFs, Office documents, and scanned images. Extract text, tables, and structure — ready for search and AI without manual effort.

RAG (Retrieval-Augmented Generation)

Ask questions in natural language, get answers grounded in your actual documents — with citations. No hallucinations, just facts from your knowledge base.

Real-Time Analytics

Track usage patterns, identify knowledge gaps, and monitor search quality metrics. Understand what your teams are looking for — and what they can't find.

Knowledge Governance

Role-based access control, document lifecycle management, and complete audit trails. Know who accessed what, when, and ensure sensitive content stays protected.

Workflow Orchestration

Approval chains, content review processes, and scheduled re-checks. Automate the lifecycle of knowledge from creation through retirement.

Multilingual

Native Thai and English search, retrieval, and AI responses — with support for additional languages. Ask in Thai, find English documents — and vice versa. Built for real Southeast Asian enterprise use.

Quality Monitoring

Measure retrieval precision, answer accuracy, and content freshness. Detect knowledge gaps and stale documents automatically — so quality improves over time, not degrades.

Scalable Vector Search

Start with built-in vector search for millions of documents. Scale to a dedicated vector database for billions — without changing your application. The architecture grows with your data.

Powered by KEngStack

Every Domain Stack Runs on KEngStack

KEngStack provides the shared knowledge engine. Each domain stack adds industry-specific intelligence on top.

Geospatial

GeoStack

Geospatial knowledge: maps, routes, locations, and spatial data. KEngStack powers the search and document layer while GeoStack adds real-time geospatial analytics and optimization.

Learn about GeoStack →
IoT

IoTStack

Sensor knowledge: equipment manuals, maintenance logs, standard operating procedures. KEngStack indexes and retrieves technical documents while IoTStack adds real-time sensor analytics.

Learn about IoTStack →
Supply Chain

SCMStack

Supply chain knowledge: supplier documents, regulatory requirements, logistics procedures. KEngStack handles document intelligence and compliance search while SCMStack adds supply chain optimization.

Learn about SCMStack →
Workforce

SkillStack

Workforce knowledge: training materials, company policies, skill assessments. KEngStack powers the knowledge base and AI-assisted learning while SkillStack adds competency tracking and gap analysis.

Learn about SkillStack →
Run It Your Way

We Engineer the Intelligence. You Choose Where It Runs.

Every engagement starts with consulting — we understand your knowledge challenge and design the right solution. Then you choose how to run it.

INFOZENSE Managed

Coming Soon

We host, operate, and optimize it for you.

  • Monthly subscription — predictable costs
  • Auto-scaling, updates, and monitoring
  • Go live in days, not months

Best for: teams that want results without managing infrastructure.

Customer Operated

Your cloud or on-premise. Full control over data and security.

  • AWS, GCP, Azure, IBM Cloud, INET, or on-prem
  • We train your team to operate and scale
  • Ongoing support retainer available

Best for: regulated industries and data sovereignty requirements.

Spark Edition

KEngStack on NVIDIA DGX Spark — local GPU power on your desk.

  • No cloud required — fully local AI
  • Your data never leaves your premises
  • Perfect for sensitive knowledge bases
Learn about Spark Edition →

Not sure which is right? That's what the consulting phase is for. We'll recommend the best fit.

Book a Consultation
How We Deliver

The INFOZENSE Method

The same proven methodology that powers all our engagements — consulting first, then technology that delivers.

1

Assess

Audit your knowledge landscape and identify the highest-value use case

Strategic Consulting →
2

Build

Configure KEngStack, ingest your documents, build search and RAG pipelines

Solution Development →
3

Measure

Track search quality, retrieval accuracy, and knowledge utilization metrics

Performance Analytics →
4

Scale

Expand to new document sources, add domain stacks, grow continuously

Operational Excellence →
Get Started

Ready to Unlock Your Enterprise Knowledge?

Tell us about your knowledge challenge — scattered documents, poor search, no governance. We'll assess the fit and show you how KEngStack can help.

Book a Consultation

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