Factor IO Commercial Offerings & Delivery Catalog
Live AI Workbench → ← Main site
What We Have For Sale Itemized Quotation Within 48 Hours

Four Turnkey Offerings. Clear Deliverables. Built and Handed Over to Your Team.

No vague consulting retainers or black-box SaaS subscriptions. Pick the exact system or architectural stage your organization needs, review how we deliver it, and talk directly with the Principal Engineer who builds it.

Request a 48-Hour Scoped Quotation Inspect Live Private AI Workbench →
OFFER 01 · PLATFORM Timeline: 2 to 6 Weeks

Enterprise Kubernetes & GPU Platform Build

A production-ready, high-availability Kubernetes and GPU cluster deployed inside your data center or private cloud, engineered so your team can operate and upgrade it with confidence.

Concrete Deliverables Included:
  • Production cluster architecture & deployment on Red Hat OpenShift, Nutanix NKP, or upstream CNCF Kubernetes (bare-metal or air-gapped)
  • NVIDIA GPU node scheduling, device plugins, MIG / time-slicing multi-tenancy, and namespace quota isolation
  • Failure-domain testing, automated backup & disaster recovery validation, and non-disruptive Day-2 upgrade path
  • Complete operational runbooks and hands-on engineering transfer to your internal platform team
Best For: Enterprises standing up private AI/application infrastructure, or SI partners needing principal delivery on OpenShift or Nutanix NKP deals.
Scope This Package
OFFER 02 · TURNKEY AI SYSTEM Pilot: 2 to 4 Weeks · Prod: 6 to 8 Weeks

Private AI & Thai Operations System (LightOps Reference Stack)

An end-to-end on-premises AI operations system custom-engineered for Thai enterprises: domain fine-tuned local LLMs, LINE OA customer intake, Thai fiscal document verification, and governed ERP execution.

Concrete Deliverables Included:
  • Customer-Data Fine-Tuned Thai LLM (OpenThaiGPT, SeaLLMs v3, or Qwen2.5-Thai via LoRA/SFT on your company SOPs and chat history) served on private vLLM
  • Frontline LINE OA Webhook Gateway with colloquial Thai-English code-switching intent routing and operator handoff
  • Thai Fiscal Document AI: 13-digit Tax ID Modulo-11 verification, ภ.พ.20 full tax invoice extraction, and PromptPay EMVCo QR bank slip deduplication
  • Split-Monitor Operator Approval Workbench & governed ERP connectors for SAP S/4HANA, Express Accounting, or FlowAccount
Best For: Thai enterprises processing high-volume LINE OA inquiries, tax invoices, and transfer slips that require 100% on-premises PDPA data sovereignty and zero per-token API bills.
Try Live Interactive Workbench → Scope This Package
OFFER 03 · KNOWLEDGE & AUTHORITY Timeline: 2 to 4 Weeks

Enterprise Knowledge & Document Authority System

Replaces fragile RAG chatbot demos with an audited, permission-enforced internal knowledge system where document authority, freshness, and PDPA deletion hygiene are solved before indexing.

Concrete Deliverables Included:
  • Source-of-truth authority matrix establishing which policy, contract, or SOP wins when internal documents conflict
  • Role- and department-level access control model so HR, Finance, Legal, and Operations only retrieve authorized answers
  • Maintained ingestion pipeline on PostgreSQL pgvector with automated superseding, retraction, and PDPA right-to-erasure purge hooks
  • Citation-locked answer interface and evaluation harness verified against your real internal questions
Best For: Organizations whose initial AI search PoCs failed because the bot cited outdated policies or exposed restricted files across departments.
Scope This Package
OFFER 04 · PRINCIPAL ADVISORY & SI ENABLEMENT Timeline: 1 to 2 Weeks or Retained

Architecture Assessment, AI Governance & SI Partner Deal Support

Direct principal-architect engagement to validate infrastructure investments, design mechanical AI governance gates, or sit on your side of the table during high-stakes enterprise presales and delivery.

Concrete Deliverables Included:
  • Vendor-neutral hardware, GPU & cluster sizing (comparing Red Hat OpenShift, Nutanix NKP, and bare-metal TCO without vendor bias)
  • Mechanical AI governance specification: defining what agents may execute automatically vs. what halts for human approval
  • For Systems Integrators (SIs): technical discovery, RFx/TOR architecture design, live PoC execution, and C-level technical defense
  • Written assessment report with target architecture diagrams, risk register, sequencing, and hardware cost envelope
Best For: CIOs/CTOs validating a major GPU/Kubernetes purchase before signing a hardware PO, and SI partners pursuing enterprise infrastructure & AI bids.
Book Assessment / Partner Call Open GPU TCO Calculator →

Quick Commercial Comparison Matrix

Every offering can be purchased as a standalone engagement or combined into a full platform-to-AI delivery.

Offering Primary Deliverable Target Environment Typical Duration Best Starting Step
01 · Kubernetes & GPU Platform Production OpenShift / NKP / K8s cluster + GPU scheduling + Day-2 runbooks On-prem bare-metal, virtualized, or air-gapped DC 1 to 2 wks design · 3 to 6 wks build Stage 1 Assessment or Stage 2 Design
02 · Private AI & Thai Ops System Fine-tuned Thai LLM + LINE OA intake + ภ.พ.20/PromptPay AI + ERP workbench Private GPU nodes + SAP / Express / FlowAccount 2 to 4 wks Pilot · 6 to 8 wks Prod Live Workbench Review + 2-Week Pilot
03 · Enterprise Knowledge System Document authority map + RBAC permissions + pgvector ingestion & cited Q&A Internal SOPs, contracts, policies, SQL/ERP records 2 wks Corpus Pilot · 4 wks Prod Corpus & Permission Audit
04 · Principal Advisory & SI Support Written architecture assessment, BOM sizing, TCO model, or SI bid defense Presales RFx, hardware sizing, or delivery rescue 48h Quote · 1 to 2 wk Fixed Sprint 30-Minute Direct Architect Call

How You Get From First Conversation to Running Production

Every engagement is broken into four concrete stages. Each stage produces a tangible deliverable you own, and each stage can be purchased standalone so you never commit blind budget.

STAGE 01 · ASSESS (1 TO 2 WEEKS)

Audit & Feasibility

We inspect your existing hardware, data readiness, security constraints, and workflow bottlenecks before you buy GPUs or licenses.

Deliverable: Written current-state audit, target architecture, risk map, and hardware cost envelope.
STAGE 02 · DESIGN (FIXED SCOPE)

Architecture & Policy Blueprint

We lock down the exact cluster topology, model serving stack, document authority rules, and human-approval thresholds.

Deliverable: Reference configuration, BOM sizing, acceptance criteria, and rollback plan.
STAGE 03 · PILOT (2 TO 4 WEEKS)

Live Proof on Your Data

We deploy a bounded working system inside your environment running against your real Thai documents, LINE OA flow, or GPU nodes.

Deliverable: Working on-premises pilot with measured accuracy and governance evidence.
STAGE 04 · RUN & HANDOVER (4 TO 8 WEEKS)

Production & Team Transfer

We cut over to production, connect ERP rails, train your operators and engineers, and hand over the Day-2 runbooks.

Deliverable: Production system, Day-2 upgrade/recovery runbook, and optional ongoing support.
TRACK A · FOR ENTERPRISE BUYERS

Direct Turnkey Engagement

You contract directly with Factor I O Co., Ltd. You speak directly with the Principal Engineer who scopes the architecture and writes the production configuration. Within 48 hours of our initial call, you receive a clear, itemized quotation broken down by stage.

TRACK B · FOR SYSTEMS INTEGRATORS & PARTNERS

White-Label or Joint Principal Delivery

Your SI or distributor team holds the prime customer relationship, while Factor IO provides the Principal Solutions Architect in the room: presales discovery, OpenShift / Nutanix NKP / GPU sizing, PoC execution, and accountable technical delivery.

PRINCIPAL ENGINEER CREDENTIALS

The Person Who Scopes Your Project Is the Person Who Builds It

Every engagement is led hands-on by Thanat Manasakool, Founder and Principal Engineer at Factor I O Co., Ltd., with nearly 20 years of experience in enterprise infrastructure in Thailand.

As a former Ecosystem Solutions Architect at both Red Hat and Nutanix, he has advised Thailand's leading systems integrators and enterprise platform teams across Red Hat OpenShift, Nutanix NKP, bare-metal GPU clusters, and governed private AI architectures. Because Factor IO is independent, architecture recommendations are driven strictly by your workload and existing investments.

LinkedIn Profile ↗ GitHub (icediceice) ↗ Full Company Profile →
VENDOR REGISTRATION PARTICULARS

Registered Thai Corporate Entity

Ready for enterprise procurement and vendor onboarding under Thai Revenue Code compliance.

Legal Name (EN)
Factor I O Co., Ltd.
Legal Name (TH)
บริษัท แฟคเคอร์ ไอ โอ จำกัด
Tax ID / Reg No.
0105562205512
Registered Office
88/57 Sethasiri Punyainthra, Bang Chan, Klong Sam Wa, Bangkok 10510
Direct Contact
admin@factor-io.com · +66 92 888 7155
DEEP READ 01 · INTERACTIVE CONSOLE

Private AI Operations Workbench (LightOps)

Test our live split-monitor operator console, 13-digit Thai Tax ID Modulo-11 validator, colloquial Thai LINE OA NLP sanitizer, and SAP/Express manifest gate.

Open Interactive Workbench →
DEEP READ 02 · FINANCIAL MODEL

Local AI vs. Cloud API TCO Calculator

Model your 36-month break-even point comparing on-premises GPU hardware against recurring per-token cloud API bills.

Open TCO Calculator →
DEEP READ 03 · OPEN SOURCE

light-tools MCP Server (Go)

Inspect our open-source Go binary that replaces raw agent file and shell access with structured, governed execution boundaries.

Read light-tools Spec →
Direct Principal Access · No Sales Gatekeepers

Tell Us Which Package You Need. Get an Itemized Quote in 48 Hours.

Message Thanat Manasakool directly on LINE or call to discuss your workload, existing hardware, and timeline. We scope the exact deliverables with you and send a clear written quotation within 48 hours.

Chat on LINE (ID: icediceice) +66 92 888 7155 admin@factor-io.com
LINE QR Code for Thanat Manasakool (icediceice)
LINE ID: icediceice
Scan to talk directly with the Principal Architect