Enterprise AI + Data / Engineered in Bangkok

Enterprise AI that survives the enterprise.

Strategy. Engineering. Adoption.

We help complex organizations choose where AI creates value, engineer the data and systems behind it, and put them to work with your people.

Explore what we do ↓See the work ↓

Experience inside complex organizations

Selected organizations from our client and collaboration history.

THE STANDARD

More organisations we have worked with (19)

These relationships span different engagements and years.Our experience ↗

What we do

Decide. Build. Adopt.

Direction

AI and data strategy, ready to execute

Solve business problems with prioritised opportunities, stronger data foundations and a practical delivery roadmap.

AI strategy · data management · investment priorities

Studio

Build the production capability

Connect AI, data and software to the systems, controls and work your organization relies on.

Document intelligence · data platforms · integration

Tenfold

Change how your people work

Develop skills for the AI era, improve recurring workflows and decide what to change next.

Academy courses · Flow Packs · Pulse Work Maps

SELECTED ENGAGEMENTS

AI that drives P&L.

AI that improves P&L starts with the right strategy. We build the data, systems and capabilities that turn that strategy into returns.

DATAConnected sources

INGESTRECONCILEGOVERNSERVE

USEBranch decisions

System schematic

RETAIL BANKING / FLAGSHIP ENGAGEMENT

Nationwide data engineering for retail banking

We connected 1,000+ data inputs into a working foundation for a major bank’s nationwide operations. The hard work was in the pipelines: bringing fragmented data together and making it reliable enough to guide branch planning and sales performance.

A data foundation the bank could keep building on

The planning tools and dashboards were the visible result of that engineering. The bank took the analysis into its own hands and extended the foundation into further programmes. Client identity and internal architecture remain confidential.

Explore Data Transformation ↗

Capital-market data

ATLAS

Shared LLM foundation

AI agentsResearch toolsAI applications

Conceptual architecture

SET / AI INFRASTRUCTURE

ATLAS: a shared foundation for capital-market AI

We engineered ATLAS for the Stock Exchange of Thailand: the LLM backbone connecting capital-market data to AI agents and applications. Built within SET’s collaboration with Google Cloud, it gives teams a shared foundation for new use cases.

One foundation. Many applications.

The work brings data access, retrieval and model use into a common architecture. A research assistant, an analytical application or a new agent can use this foundation.

ATLAS in the news ↗SET annual report ↗

Explore Studio ↗

DOCUMENT LIBRARY

Strategy & plans

PDFRegional tourism planPlanning / Regional✓

DOCVisitor researchResearch / Insights

PDFAnnual strategyStrategy / Organisation

Indexed for search

ASK YOUR KNOWLEDGE

What should the regional plan prioritise?

An answer you can check

The answer brings relevant documents together, with references you can open.

↗ Regional plan↗ Research

Illustrative workspace. No client documents shown.

TOURISM AUTHORITY OF THAILAND / KNOWLEDGE

An organisation’s documents, made useful with AI

We built a smart knowledge and document-management system for TAT. Strategy papers, research and regional plans come together in one place, with an AI layer that helps staff find, ask and trace answers back to the source.

Continued into maintenance

Staff can ask a question, locate relevant institutional knowledge and check the supporting document. The original pilot continued into maintenance and improvement.

Explore Studio ↗

SMC demonstration using public filings. Client systems remain confidential.

CORPORATE BANKING / STRATEGY INTO DELIVERY

A priority in the strategy became a working drafting system

We began with the bank’s non-retail AI strategy. Credit-analysis report automation emerged as one of the strongest opportunities, so we went on to build it. The system prepares a cited first draft for an officer to review.

Around 2 minutes to a first draft

The drafting time describes the demonstrated drafting step once inputs are ready. Analysts still check sources, assess risk and make the credit decision. It is not a measure of the complete lending process.

Explore Studio ↗

SignalPatternEvidenceInvestigation

Illustration of the workflow

CAPITAL MARKETS / MARKET SURVEILLANCE

Market surveillance that sees the system while it moves

We helped a national exchange move from periodic review toward continuous observation, connecting live data, anomaly detection and investigation workflows.

Signals become evidence for investigation

To our knowledge, SMC is the only vendor to have delivered this end-to-end capability for Thailand’s national exchange. It brings data engineering, machine learning and market expertise into a system investigators can use.

Explore Studio ↗

Participants at an AI builder event from the original Siametrics pitch.

DIGITAL BANKING / PEOPLE

From fear of replacement to the confidence to build

For a digital-banking technology group, we connected AI strategy and technical design with executive sessions, training and makeathons. Teams built and presented their own work.

Teams with the confidence to make

People could test what AI meant for their own work and see a role for themselves in the change.

Explore Academy ↗

More engagements and public work ↗

In the news & on stage

Ideas in the conversation.

All news & talks ↗

On stage · 2026

PTTEP KM Week 2026

Energy security in an era of global uncertainty.

The collection

AI. Business. Being human.

Interviews, summit conversations and ideas from Infinite Scaler, together in one place.

Explore the collection ↗

ThaiPublica · 2025Public goods in the AI era

Research in public view

Beyond the enterprise.

Our experience also includes research and public-interest work. Explore the original reports and collaborators.

Cover of the Thai Big Data & AI for Safer Roads report.

ROAD SAFETY / iTIC

Data for safer roads

With the Thai Intelligent Traffic Information Center Foundation, we studied how combined data and AI could help identify accident risks and focus prevention efforts. The Thai report documents the methods, findings and limits.

Thai research report · PDF · 20 MB ↓Read the interview ↗Better Road, Better Life ↗

Related public work: our contribution to Thailand Future’s Better Road, Better Life data story.

A hand connects evidence across a field of questions.

ECONOMIC RESEARCH / BOT–PIER

Geography makes economic questions more concrete

Our geographic-analysis work with PIER contributed to research on Thai household debt and policy challenges. The BOT Symposium 2020 programme lists Napat Jatusripitak of Siametrics among the co-authors.

Read the PIER presentation ↗Symposium and co-authors ↗

The Changing Frontier of Thailand’s Household Debt and Policy Challenges, 2020. Joint research with the original authors credited.

Navy, green and violet ribbons weave into one open structure.

THAILAND FUTURE / DIGITAL ASSETS

Research behind digital-assets policy

SMC produced the Thailand Digital Assets Policy Knowledge Series through Thailand Future. The papers examine investor understanding, systemic risk, regulation and the future of the industry.

Explore the published series ↗

Published by Thailand Future, 2024. Original publication credits remain with the series.

Why Siametrics

From the first decision to everyday use.

Good AI work needs business judgment, sound engineering and people who can use it. We bring those skills into the same team.

Start with the business decision.

We weigh the options with you, test the business case and agree what is worth building.

Build around the way you work.

We connect the data, systems and controls so the solution fits your operation.

Help your team take it forward.

Your people help shape the work, test it and learn how to run it.

01Business case02Data03Build04Use05Improve

DECIDEBUILDADOPTThe SMC story ↗

PEOPLE MAKE THE CHANGE

Ideas become useful when people work with them.

Academy ↗Invoke ↗

A business audience discussing the agentic economy with a speaker. — Shared understanding

A speaker responding during a seated conversation. — Questions worth exploring

TENFOLD / PULSE

See the work. Choose the next move.

Where does the team lose time? Which change is worth trying? Pulse helps you answer the question and agree who takes it forward.

Explore the Pulse screens ↗

Pulse product demo showing an opportunity chart and action queue with fictional data. — Product demo · illustrative data

SIAMETRICS / IN PRACTICE

Built in Bangkok. Close to the work.

Founded in 2018, Siametrics brings business judgment, data science and engineering into the same conversation. Our experience spans enterprise and public-interest work.

Our people, story and experience ↗