Custom AI Agent Team in Rayong
We build AI agent teams — RAG systems, chatbots, and custom ML models — from data modeling and fine-tuning to MCP integrations. Production-ready AI, not just prototypes.
Why Rayong needs this
Petrochemical and export-manufacturing belt — complex ERP integrations, compliance reporting, and plant-floor digitalisation are the main tech drivers.
Custom AI systems are billed at our flat ฿7,000/man-day, with projects starting from ฿69,900. A scoped proof-of-value on one workflow with your real data typically takes 10–15 man-days (฿70,000–105,000); an LLM app with RAG over your own documents 15–40 man-days (฿105,000–280,000); agentic automation wired into the tools you already run 20–45 man-days (฿140,000–315,000). After scoping you get a fixed written quote; model API usage is billed to you by the provider directly.
- Scoped proof-of-value first: one workflow, your real data, 10–15 man-days — prove ROI before committing to a full build
- Production-grade delivery: eval suites, guardrails, hard cost caps, and monitoring are part of the scope — not PoC theatre, not paid add-ons
- You own the code, the prompts, and the model API keys — provider usage (OpenAI, Anthropic, Gemini) is billed to you at cost, and you can swap providers without re-platforming
- Integrates with the systems you already run — ERP, LINE OA, internal tools — through APIs, not rip-and-replace
- Fixed written quote after scoping with milestone payments — the budget is man-day arithmetic at the flat ฿7,000 rate, not negotiation
How we deliver
Thailand-based team working remote-first with Rayong clients. Weekly online stand-ups, sprint-based delivery, and on-site visits scoped into the engagement up front.
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