Machine Learning Development
Custom models for forecasting, classification and decisions, trained on your own data and running live inside your operations.
Models on your dataOne page from a senior architect, within two business days. The single highest-payback AI move in your Odoo, Adobe or custom stack, and the two things to leave alone. Yours to keep.
One page from a senior architect in two business days: your highest-payback AI move, and what to leave alone.
/ AI and machine learning for Thailand · delivered from our Singapore office on Thai hours
We build AI into the systems you already run — ERP, commerce and service desks — delivered from our Singapore office on Thai working hours (UTC+7), with calls and demos on Bangkok time.
/ Applied AI
Measurable AI inside the ERP, commerce and data systems your teams open every morning. Scoped, built and handed over with the record a Thai board and a PDPA reviewer can read.
A short, costed plan for where AI pays back first in your stack, argued out with your team on Bangkok hours and sized to a timeline the business can absorb.
Copilots that answer inside the tools your staff already use, in Thai and in English, rather than another dashboard nobody checks.
Your order history becomes forecasting, recommendation and decision models that run in production instead of dying in a notebook.
The plumbing that keeps every model accurate, auditable and inside the data boundaries your architecture defines.
Assistants and extraction pipelines that read Thai and English documents, including Buddhist Era dates and thirteen digit national ID numbers.
Cameras and scans become data: identity checks, quality inspection on the line, document reading and visual search.
Governance written for the Personal Data Protection Act, covering consent, security, human oversight and every model you have in production.
Agents that retrieve, decide and act across your systems in sequence, with a person approving each step your auditors care about. American Lighting runs one of ours over its purchase orders.
A few of the 2,000+ brands Brainvire has delivered for worldwide












/ Global proof, regions named
Regional programmes first, delivered from Singapore; global work from the same bench follows.
Agentic AI on Adobe Commerce processing 400–1,000 purchase orders a day without manual review.
Read the case →
One unified web platform, with a 34% drop in compliance issues.
Read the case →
AEM re-architecture serving millions of users, with a generative AI interface.
Read the case →
What we do deliver into Thailand is in the Thailand case studies and on our Odoo ERP in Thailand page.
/ What we build
One accountable team covers the whole practice: strategy, models, generative AI and the operations around them, built into the systems your business already runs.
Custom models for forecasting, classification and decisions, trained on your own data and running live inside your operations.
Models on your dataAssistants and agents that answer from your own content in Thai or English, with guardrails your compliance team can defend.
Copilots in your workflowDemand, churn, risk and price models for brands trading across Thailand and the wider region, turning history into decisions.
Forecasts you can act onThai and English invoices, forms and contracts read, checked and routed automatically, with a person approving the steps that matter.
Touchless paperworkIdentity checks, quality inspection, document reading and visual search, powered by vision models tuned to your own imagery.
AI visual understandingThe data plumbing behind reliable AI: feature stores, monitoring and pipelines that respect the boundaries you set.
AI production pipelinesA short roadmap for where AI pays back first in your stack, scoped with your team and written in plain terms.
AI roadmapSecurity, evaluation and model governance mapped to the Personal Data Protection Act and to your own internal review.
AI oversight/ How we deliver
Use case to production on a predictable path: one named owner, a working demo at every stage, and every ceremony scheduled on Bangkok hours.
Frame the use case with your team, audit the data you actually hold, and settle the Personal Data Protection Act questions before any build starts.
Train and evaluate on your data, with each experiment reviewed in a working session you attend rather than a report you receive.
Models land inside the ERP, commerce and workflow systems you already run, with pipelines, governance and monitoring built alongside.
Launch comes with oversight and a rollback path. Retraining follows as your data and the Thai market move, on the release pipeline our DevOps engineers who deliver into Thailand build alongside.
/ The AI stack
Models, frameworks and platforms picked to fit your data and your stack, deployed in a Thailand cloud region where your provider offers one and in the nearest regional one otherwise.
Copilots, RAG and agentic automation on GPT, Claude and open models, answering from your enterprise data. Brainvire is an OpenAI partner.
Custom models on TensorFlow, PyTorch and scikit-learn, trained and tuned against your own operating data.
Vision models for document reading, identity checks, quality inspection and visual search, including Thai script.
Lakehouse engineering on Databricks and MLflow keeps every model accurate, auditable and monitored. Brainvire is a Databricks partner.
Azure AI, AWS SageMaker and Google Vertex for secure training and inference, placed in the region your policy requires.
Vector stores and retrieval-augmented generation grounding every answer in your own knowledge base. Thai text is segmented before it is chunked, because Thai writes without spaces between words.
/ Accelerators
Scaffolding, guardrails and tooling from earlier AI programmes come packaged, so the riskiest step of a rollout starts most of the way done.
Retrieval, prompt scaffolding and safety guardrails carried over from earlier builds mean a governed assistant lands in production in weeks rather than quarters.
Extraction, validation and human review, pre-assembled into a pipeline that handles Thai and English paperwork with people reviewing only the exceptions.
/ Industries
Dedicated teams, pre-built data models and reference architectures per vertical, applied to the industries that drive the Thai economy.
Our busiest lane: unified inventory, AI merchandising and storefronts that learn from every order placed.
Explore Retail & eCommerce engagements →Dealer commerce, VIN and fitment catalogues, and service platforms connected to live inventory across every outlet.
Explore Automotive engagements →Providers, clinics and pharmacies run on privacy-conscious patient platforms, operational AI and connected systems.
Explore Healthcare engagements →Lending, payments and decision platforms engineered to the audit, uptime and governance bar a regulated lender has to meet.
Explore Finance & Fintech engagements →Commerce and ERP for jewellers that understand carat, cut and certification, spanning catalogue, inventory and hallmarking.
Explore Diamond & Jewelry engagements →Institutions and edtech firms get learning platforms, enrolment systems and AI tutoring, including a centralised learning system localised for Thailand.
Explore Education engagements →Audience analytics, subscription commerce and content platforms that convert viewers into recurring revenue.
Explore Media engagements →Developers and brokerages get property platforms, connected CRM and ERP, and valuation models trained on their own transaction history.
Explore Real Estate engagements →Route intelligence, warehouse automation and shipment visibility on one spine, for operators moving goods in and out of the region.
Explore Logistics engagements →/ In their words
Brainvire demonstrated reliability, a commitment to delivery, and helped us maintain momentum on critical roadmap items.
/ On the record
/ Recognition
2025The Americas' Fastest-Growing Companies
2025Fastest-growing private companies in America
2024North America's fastest-growing tech companies
2024Top B2B service provider, global rankings
/ Working with us from Thailand
Brainvire has no office in Thailand. Delivery is remote, from ten or more offices, and we would rather say that plainly than imply a Bangkok address we do not have.
Indochina Time is a full working day of overlap with our delivery centres. Stand-ups, model reviews and releases are scheduled inside your working day, and the named owner on your account answers inside it too. Nothing waits overnight for a handover.
Training data, feature stores, vector stores and inference endpoints are each placed on purpose, in a Thailand cloud region where your provider runs one and in the nearest regional one otherwise. You get an architecture note naming the region for each, so a risk review reads one document instead of holding a meeting.
Thailand’s Personal Data Protection Act treats a training corpus as personal data when it carries identifiers. We record the lawful basis for every field in discovery, drop or de-identify what the model does not need, and agree a retention period for prompt and inference logs rather than leaving a platform default in place. Training data, prompts and logs scoped against PDPA (B.E. 2562), retention agreed before build.
Thai is written without spaces between words, so tokenisation, search and retrieval chunking all behave differently from English. Documents carry Buddhist Era dates and thirteen digit national ID numbers. We handle those at the model and pipeline layer, with generative work on our OpenAI partnership and the data layer on our Databricks partnership.
/ Questions, answered
No. Brainvire has offices in the United States, the United Arab Emirates, Singapore and India, and delivers to Thailand remotely. Indochina Time overlaps a full working day with our delivery centres, so your named delivery owner is reachable inside your own working hours. If you need people on site in Bangkok for a workshop, say so at scoping and we will plan the travel rather than pretend it is not travel.
Not yet, and we will not dress up work from another market as local. What we can show is delivered AI: an agentic purchase order pipeline for American Lighting that moved from about 250 orders a day to between 400 and 1,000, and a hearing evaluation model for Intermountain Hearing that has run over five million assessments. We have delivered Odoo, Adobe Commerce and Magento work for groups trading into Thailand, which you can read on our Odoo ERP in Thailand and ecommerce development in Thailand pages.
Training and fine-tuning data carry their own obligation, separate from the answers the system gives. We identify which personal data sits in the corpus, minimise or de-identify it before it reaches a model where the use case allows, record the lawful basis for every field, and keep a note of what was excluded and why. A model that has memorised personal data cannot be made to forget it on request, which is why that decision is taken before training rather than after.
Wherever your policy requires, stated in writing before the build starts. Azure, AWS and Google Cloud each let you pin training jobs, feature stores, vector stores and inference endpoints to a chosen region, and we use a Thailand region where your provider offers one and the nearest regional one otherwise. The architecture note names the region for each of those four things, because they are four separate decisions and buyers usually only ask about the first.
Yes, and it needs deliberate engineering rather than a language setting. Thai is written without spaces between words, so segmentation happens before text is indexed, chunked for retrieval or matched. Business documents carry Buddhist Era dates, thirteen digit national ID numbers and Thai address formats, all of which have to be recognised and normalised. Mixed Thai and English in the same record is normal and is handled as such.
That is the usual shape of the work. Our delivery runs through Odoo, Adobe Commerce, Magento and Microsoft Power BI, so a forecast, a document pipeline or a copilot is wired into the system your staff already open each morning, through its own APIs, rather than arriving as one more login to learn. The American Lighting pipeline is exactly that pattern: Zendesk in at one end, Adobe Commerce draft orders out at the other.
You set the threshold, not us. Each model ships with an evaluation suite: a held-out test set, the metrics that matter for the decision it makes, an error analysis showing where it fails and on which kinds of record, and a documented fallback for when confidence drops below the agreed line. The walkthrough happens with your team before release, not after.
Less than most teams assume for narrow tasks, more than they hope for open-ended ones. Classification and document extraction can work from a few thousand labelled examples. A demand forecast needs enough history to cover a full seasonal cycle. Discovery starts by reading what already sits in your ERP, commerce and support systems, and where the data is not there yet the first phase builds the collection instead of a model on thin ground.
We work in English. Calls, documentation and support for Thailand are delivered in English by our Singapore team.
/ Next step
Thirty minutes with a Brainvire AI architect, booked on Bangkok hours. You leave with one page naming where AI pays back first in the systems you already run.
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