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 starting rate of ฿7,990/man-day — ฿119,850–319,600: 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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Example prices by project type

Project type	Man-days	Price from (THB)
RAG document application	15–40	THB 119,850–319,600

Calculated at the starting rate of ฿7,990/man-day. Planning ranges, not fixed prices.

Freelancer, big agency, or us — what’s the difference?

Don’t compare price alone. Check who looks after your project.

Freelancer / marketplace

Flexible pricing, good for small clear tasks
You may have to manage and check the work yourself
If they get busy, the work can stall
Agree the code handover in writing

Larger agency / consultancy

Big teams, suited to large complex programmes
Ask what is already included in the price
There may be several approval layers
Ask for an itemised price — it is easier to compare

iReadCustomer

Published price: from ฿7,990 per man-day
Project lead, testing and go-live included
Price locked before work starts
A team with code review and a full handover

LLM App Development: pricing and scope FAQ

How is this service priced?

A RAG or agent MVP typically runs 15–40 man-days at our starting rate of ฿7,990/man-day — ฿119,850–319,600: 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: AI Development →Talk to us