Wichai Systems
Benefits of AI integration
Why Wichai Systems

What you gain from an integration that is properly secured

There is a specific kind of value in a connection that does not need constant attention. Here is what makes our approach different from the general alternatives.

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Competitive Advantages

Six things that make a practical difference

Assessment before commitment

The Anchor Review is a standalone service. You see exactly where AI could be useful before deciding whether to proceed with a build.

Fixed pricing in Thai Baht

Each service has a defined price before any work begins. No open-ended quotes, no currency exposure, no billing surprises.

Named engineer on your account

Hold-Fast clients are assigned one engineer who remains consistent across the life of the engagement — not a rotating support queue.

Documentation is a deliverable

Every Fixed Integration includes architecture notes, API mappings, and operational guides. Documentation is part of what you receive, not an optional extra.

Tested before handover

Integrations go through unit, integration, and acceptance testing before you receive them. We document the results and review them with you.

Data handling agreement

Every engagement starts with a signed data processing agreement. Access is limited to what is needed and removed after the project ends.

Expertise

Engineering background, not a reselling model

Wichai Systems was founded by engineers with over a decade of integration work in manufacturing and logistics across Northeast Thailand. The team builds integrations directly — there is no outsourcing layer between you and the people doing the work. That matters when something needs adjusting or when an upstream API changes without warning.

  • 12+ years of combined integration engineering
  • Direct work, no subcontracting
  • Sector experience in manufacturing, logistics, professional services

"The engineers who review your systems are the same engineers who build and maintain them. There is no handoff between a sales team and a delivery team."

"We work with the AI services your tools can actually use — and we assess fit before recommending anything."

Technology

AI tools assessed for practical fit, not novelty

The AI landscape shifts frequently. Wichai Systems tracks changes to the major language model and automation APIs and assesses them against real business constraints — latency, cost, data locality, and compatibility with existing tools. We do not recommend a service because it is new; we assess whether it holds steady in your specific environment.

  • API compatibility assessed per client environment
  • Data locality and Thai compliance considerations
  • Ongoing monitoring of upstream API changes
Client Service

One contact, steady communication

On ongoing engagements, you are assigned a single named engineer. They know your systems, they keep the record of what was built, and they are the consistent person you contact when something needs attention. Hold-Fast clients receive a quarterly review call to discuss integration health and any planned changes.

  • Single named contact per account
  • Response within one business day
  • Quarterly review included in Hold-Fast

"When you contact us, you reach the engineer who knows your integration — not a first-line team reading from a script."

"The scope and price are agreed before any work begins. There is no invoice at the end that does not match the estimate."

Pricing

Defined scope, fixed Thai Baht price

All three services have fixed prices: ฿4,700 for Anchor Review, ฿10,600 for Fixed Integration, and ฿17,200 per month for Hold-Fast Service. Scope is defined in writing before any engagement begins. Extensions and additions are discussed and priced separately — they do not affect the original agreement.

  • All prices in Thai Baht, no currency risk
  • Scope documented before work starts
  • Standalone entry point at ฿4,700
Comparison

How this differs from general IT providers

This is an honest picture of what varies between a general-purpose IT provider and a specialist AI integration firm.

Feature Typical IT Provider Wichai Systems
Standalone assessment service
Fixed price before work begins
Named engineer per account
Documentation included at handover Optional / extra cost
Data processing agreement Varies
AI-specialist engineering team
Quarterly integration reviews
What Sets Us Apart

Distinctive elements of our service model

Anchor Review standalone

You can obtain a full technical assessment without committing to a build. A written report at a fixed price, with no follow-on obligation.

Repository access on handover

Clients receive full access to the code repository at handover. You own the integration — it does not live only on our systems.

Quarterly operational reviews

Hold-Fast clients receive a structured review each quarter — not just reactive support. We check the integration and discuss what might change.

Based in Nakhon Ratchasima

We are a Thai company working with Thai businesses. In-person review sessions are available at our Mittraphap Road office or your site.

Milestones

Where we stand as of May 2025

47

Integrations delivered

4

Years in operation

91%

Hold-Fast renewal rate

ISO

27001-aligned practices

Thailand Tech SME Recognition 2024

Ministry of Digital Economy shortlist

NESDC Digital Programme

Registered AI service provider 2023

Korat Business Alliance

Associate member since 2022

Ready to see how an integration would fit your systems?

The Anchor Review is a practical starting point. You receive a written assessment and clear options — with no pressure to take the next step until you are ready.

Request an Anchor Review