Sovereign AI Thailand // PDPA Compliant
You know you need AI.
You don't know
where it actually pays.
In 10 business days, we analyse your operations, data, and biggest cost centres — then show you which AI deployment will create the highest return for your business.
NDA before we start · Bangkok-team
for the sprint
billing
produced
total time
Most businesses are ready for AI.
Almost none know where to start.
No endless consulting upsells. No piles of strategy papers. We find what works in your business, then build it.
Sprint
In 10 business days, Den looks at your operations, finds your biggest cost problem, and tells you exactly which AI will fix it first — and what it will take to deploy.
AI Deployment
A priority AI workflow, built directly into your operations, with clear KPI tracking and a measurable business result. Not a generic platform demo. A working deployment that proves value before you commit to anything larger.
After the pilot: scale within one system, add adjacent workflows, or stop. There is no pressure to commit beyond what the evidence supports.
Four patterns that
drive most clients to us.
If one of these is true, the Decision Sprint is designed for exactly your situation.
You have a manual, high-volume workflow that costs too much time and headcount to run
Document handling, approvals, data entry, or reporting that your team runs by hand every cycle — and you know it should not require humans at this volume.
You cannot see what is happening across your operations quickly enough to act
Reporting arrives too late. Problems surface after the damage is done. Information is fragmented across systems, teams, or subsidiaries with no single accurate view.
Your team is already using foreign-hosted AI tools without clear PDPA controls.
Your company's data is being handled every day through public AI tools without a defined approval framework, creating compliance risk and weakening the confidentiality of your operations.
You believe AI is worth doing but cannot pin down where to start or what it should cost
The demos are generic. The proposals are vague. The ROI numbers are invented. You need someone to map your specific operation and tell you honestly what is and is not worth doing.
The fastest
serious first step.
Most AI projects fail because they start too big, too broad, or without checking the data reality first. The Decision Sprint does the opposite: narrow scope, fast timeline, one clear recommendation.
Den maps one problem area in your business — not your entire operation. He checks whether your data actually supports an AI deployment in that area, models the rough economics, and delivers a concrete recommendation: proceed to pilot, or not yet and why.
Knowing where not to spend ฿1M–฿30M on deployment is as commercially useful as knowing where to start.
A comparable scoping engagement at a major consulting firm in Thailand typically takes 6–12 months and costs significantly more. The Sprint produces one decision in 10 business days at a fraction of that cost — because it is narrower, faster, and founder-led from day one.
Board Decision Memo
One document answering: should we move on this workflow now? Which specific use case? What is the rough economics case? What are the key operational and data blockers? What is the recommended next step? This is the primary output — everything else supports it.
Supporting Working Papers
- Data Reality Check — what data you have, whether it is AI-ready, what needs preparation
- Economics Model — rough cost/benefit for the recommended workflow, built from your actual numbers
- PDPA Risk Note — where uncontrolled use of public AI tools creates exposure, mapped for management and counsel review
- Pilot Recommendation — specific scope, KPI, and sequencing if the recommendation is to proceed
How it runs
- Day 1–2: In-person intake in Bangkok. 3–6 hours. NDA signed before we start.
- Day 3–9: Den's team works independently. No input needed from your team.
- Day 10: Full delivery in person. You receive the Board Decision Memo and all supporting papers.
One workflow. One real result.
The Pilot builds the workflow inside your operation. One deployment. One KPI.
One workflow only. Scoped precisely after the Sprint.
The Pilot deploys exactly the use case identified in the Sprint — nothing broader. Scope is defined before pricing. You know what you are getting before you commit.
Typically 4–8 weeks depending on systems complexity and data readiness confirmed in the Sprint.
Private-first architecture. Deployed inside your systems.
Wherever possible, UNGLIN deploys AI inside your own infrastructure or via Thailand-controlled options. Data handling and deployment design are documented for management review before implementation begins.
No proprietary lock-in. The deployment works with your existing ERP, CRM, or custom systems. Nothing is replaced in the first phase.
One measurable KPI tracked from day one.
The Pilot is scoped around one specific business metric — processing time, error rate, close cycle, document turnaround, or cost per unit — agreed before deployment starts. You see the number before and after.
Pilot pricing is scoped after the Sprint and based on your specific workflow, systems, and data complexity.
Trusted Ecosystem
Deployment Partners
We deploy private enterprise AI using approved infrastructure and automation platforms selected for compliance, control, and integration with your existing systems.
Azure sovereign cloud and on-premise infrastructure for enterprise AI workloads, private networking, and PDPA-compliant data residency in Thailand.
AWS sovereign cloud infrastructure for AI deployments requiring regional data residency controls, private networking, and enterprise-grade security architecture.
Enterprise RPA and AI automation platform connecting private AI to existing ERP, CRM, and back-office workflows — without replacing your infrastructure.
Three areas where
AI reliably delivers.
These are the workflow types that most commonly produce a clear go recommendation from the Sprint. Your specific situation determines which one is right — that is what the Sprint is for.
Repetitive document handling that consumes finance, procurement, or operations headcount
Invoice processing, purchase order matching, contract review, tender comparison, approval routing. When staff spend most of their time classifying, extracting, and routing documents rather than making decisions, AI can automate the routine volume and surface only exceptions for human review.
Information that exists inside your business but cannot be found or used reliably
SOPs, policies, past decisions, product data, compliance records — information that staff ask senior people about repeatedly because no system makes it retrievable. AI can sit over your internal documents and return grounded, consistent answers with access controls and source visibility.
Management information that arrives too late to act on, or has to be assembled manually each period
Monthly close, management reporting, cross-system consolidation. When leadership operates on week-old data because reports are assembled manually from disconnected systems, AI can compress the cycle and surface anomalies before they compound undetected.
The problem leadership could not see was the one costing the most.
The situation: A holding group with six subsidiaries on four different systems. Month-end consolidation was manual and took over a week. Leadership was making decisions on data that was already 10–12 days old. A cost problem in one subsidiary had been running for months before it appeared in any report.
What changed: After a Decision Sprint that identified group reporting consolidation as the highest-value first use case, a private AI deployment unified the four systems into one real-time view. The reporting cycle compressed substantially. The cost anomaly became visible within weeks of deployment — not months.
Private Sovereign AI for Thai Businesses
Thai Banks & Financial Institutions
Thai PDPA compliance is non-negotiable. Client records and transaction data never leave Thailand.
Multinational HQs in Bangkok
European and US compliance mandates require local data control. Your Bangkok CTO already has this on their risk register.
Thai Family Conglomerates
Dozens of subsidiaries across Thailand, zero cross-division visibility. One private AI deployment unifies your entire group.
Legal & Professional Services
Client confidentiality makes cloud AI a direct liability. Private on-premise deployment is the only defensible option.
Private Hospitals & Healthcare
International patient data and cross-border insurance compliance require sovereign infrastructure — not cloud AI with opaque data handling.
Logistics & Supply Chain Thailand
Real-time intelligence across your Thai and regional operations. Private AI connects every node without exposing route data or supplier contracts.
Insurance Companies
Risk models, actuarial data, and claims intelligence are among the most sensitive data classes. Private AI is regulatory expectation.
Technology & SaaS Enterprises
AI that exposes your proprietary training data or model architecture to competitors is an existential risk, not a productivity tool.
Built for operators.
Not for everyone.
Every engagement.
Led by Den.
Den has spent 18+ years inside operating businesses — as a founder, CEO, and adviser across 12 markets and 50+ business types. He has seen the same failure pattern repeatedly: companies commit to AI deployment before they know whether it will pay.
The Decision Sprint came from that experience. Narrow scope. Fast timeline. Honest output. No junior teams. No consulting theatre. You work directly with Den throughout the Sprint, with specialist support behind the technical analysis where needed.
Every engagement starts in person in Bangkok. NDA signed before any work begins. Your data does not leave the room.
P&L responsibility
operated
markets
available
UNGLIN Co. Ltd. Nr. 0505566006201 · True Digital Park, Bangkok · Specialising in AI Decision Sprints and private-first AI deployments for Thai owner-led businesses.
How Private AI Deployment Works in Thailand
Discovery Call
30 minutes. We identify which deployment paths fits your situation before any scope is agreed.
AI Decision Sprint
In 10 business days, Den looks at your operations, finds your biggest cost problem, and tells you exactly which AI will fix it first.
Pilot AI Deployment
Working pilot deployed inside your Thailand infrastructure in 3–12 weeks. You see measurable ROI before committing to full deployment.
Ongoing Support
Bangkok-based team. Same timezone. Direct access — not a helpdesk ticket. In-person meetings in Bangkok available.
Find out in 30 minutes whether the Sprint makes sense for your business.
Enterprises that use foreign cloud AI
are a compliance liability.
The regulatory window has closed.
Thailand's PDPC issued 8 fines across 5 cases in a single announcement — private companies, state agencies, and data processors. No sector was exempt. Source: PDPC Enforcement Announcement, 1 August 2025
Emergency Decree on Technology Crimes No. 2 took effect. Certain misuse of personal data connected to technology crime now carries up to 5 years imprisonment and ฿500,000 fine — with personal liability potentially extending to responsible directors. Source: Royal Gazette, 12 April 2025
Cross-border transfer rules under PDPA have been active since March 2024. Groups without confirmed transfer safeguards, access controls, or DPO arrangements are carrying unresolved legal exposure — regardless of size. Source: PDPC, 2024–2025
Example: When your staff use ChatGPT with company data — contracts, payroll, subsidiary P&L, client files — they are sending that data to foreign servers outside Thai jurisdiction.
Questions that
matter.
Start with a
30-minute call.
Den takes every first call personally. In 30 minutes, we cover what your operation looks like, where the Sprint would focus, and whether it makes sense for your situation right now. If it does not, we tell you that on the call.
No commitment required. No follow-up pressure. Bangkok team. Same timezone.
We spend 30 minutes on three things: what your operation looks like right now, which workflow area seems most worth examining, and whether the Decision Sprint is the right next step. If it is, we agree a start date. If it is not, we tell you what would need to be true for it to make sense.
Book a 30-minute call →Typical response within one Bangkok business day. Den answers directly — no account management layer.