LLM App Development in Bangkok

Why Bangkok needs this

Thailand's financial and tech hub — home to the country's largest enterprise IT budgets, startup ecosystem, and enterprise SaaS adoption.

A RAG or agent MVP typically runs 15–40 man-days at our flat ฿7,000/man-day — ฿105,000–280,000: RAG chat over company data at the low end; multi-step agents with tool use at the high end. Guardrails, eval suites, and hard cost caps are included in that scope — not paid add-ons. Model usage is billed by the provider at cost, inside caps we set together.

RAG grounded on YOUR data: chunking, embeddings, and retrieval tuned and measured on your documents — not generic LLM guesses
LLM cost engineering: caching, model routing, and token budgets — monthly spend stays predictable, no runaway bills
Eval suites before launch, so answer quality is a measured number — not vibes
Agent workflows with human handoff: the AI runs the routine steps, people approve the ones that matter
Provider-portable: OpenAI, Gemini, Anthropic, or local models behind one interface — swap without re-platforming

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Typical project price ranges

Project type	Typical man-days	Price range (THB)
Core implementation	15–40	THB 105,000–280,000

Ranges are planning assumptions, not market averages or guaranteed scope. Your exact price comes from the line-by-line man-day breakdown and is fixed before work starts.

Freelancer, larger agency, or one flat rate?

Compare who owns project management, QA, continuity, change control and handover—not headline price alone.

Freelancer / marketplace

Scope and pricing can be flexible for a bounded task
Confirm who owns project management, QA and integration
Ask how continuity and backup coverage work
Record source-code, account and documentation handover in writing

Larger agency / consultancy

Dedicated roles and governance may suit complex programmes
Confirm which discovery, account and specialist roles are included
Compare change-control, approval and reporting layers
Request the same deliverable and assumption breakdown from each bidder

iReadCustomer flat rate

THB 7,000 per man-day, published and the same for every role
Project management, QA and deployment included in the rate
Fixed quote before work starts; changes require a scope change
Team delivery with code review and documented handover

Software development pricing FAQ

How is this service priced?

A RAG or agent MVP typically runs 15–40 man-days at our flat ฿7,000/man-day — ฿105,000–280,000: RAG chat over company data at the low end; multi-step agents with tool use at the high end. Guardrails, eval suites, and hard cost caps are included in that scope — not paid add-ons. Model usage is billed by the provider at cost, inside caps we set together.

What is included in the scope?

RAG grounded on YOUR data: chunking, embeddings, and retrieval tuned and measured on your documents — not generic LLM guesses LLM cost engineering: caching, model routing, and token budgets — monthly spend stays predictable, no runaway bills Eval suites before launch, so answer quality is a measured number — not vibes Agent workflows with human handoff: the AI runs the routine steps, people approve the ones that matter Provider-portable: OpenAI, Gemini, Anthropic, or local models behind one interface — swap without re-platforming

How we deliver

Thailand-based team working remote-first with Bangkok clients. Weekly online stand-ups, sprint-based delivery, and on-site visits scoped into the engagement up front.

Parent service: Custom AI Agent Team →Talk to us