What To Know
- This AI News report explores how the lab’s groundbreaking work is not only changing the rules of enterprise AI, but is already helping businesses in Thailand and beyond make faster, smarter decisions through its deployment on the EkoAI platform.
- Beyond the Data Analyst Agent, EkoAI offers several other agents tailored to enterprise needs, including a Research Analyst Agent, a Document Analyst Agent, a Secretary Agent, and a Creative Agent—each equipped with specialized skill sets and customizable workflows.
AI Platforms and Apps: Thailand’s AI Trailblazer Shakes the Global Stage
Amity AI Labs, the advanced research arm of the Amity Group, has made global headlines after securing the number one spot on the prestigious DABStep (Data Agent Benchmark for Multi-step Reasoning) Leaderboard. This global benchmark, hosted by Hugging Face and developed by financial technology firm Adyen, ranks AI systems based on their ability to perform real-world data analysis across complex business scenarios.
Amity AI Labs Tops Global Leaderboard as Its Multi Agent System
Image Credit: Amity Solutions
Amity AI Labs’ innovative Agentic AI solution didn’t just participate in the challenge—it dominated it. With a focus on multi-step reasoning, its system has been designed to replicate and even improve upon the logic and workflows of human data analysts. This AI News report explores how the lab’s groundbreaking work is not only changing the rules of enterprise AI, but is already helping businesses in Thailand and beyond make faster, smarter decisions through its deployment on the EkoAI platform.
EkoAI and the Rise of Agentic Intelligence
The AI system responsible for this global achievement is now powering Amity Group’s enterprise-ready EkoAI platform. Within EkoAI, the Data Analyst Agent stands out among a suite of five highly specialized AI agents. This particular agent is engineered to navigate, interpret, and reason through datasets, financial documents, and operational variables to deliver precise, actionable business insights.
According to the newly released Amity Group white paper titled “Agentic AI for Multi-Step Data Analysis”, the AI platform posted groundbreaking performance metrics:
-80.56% accuracy on easy problems
-41.01% accuracy on complex problems—the highest score recorded on DABStep to date
These results are not just academic feats. They mark a pivotal shift in how enterprises can deploy AI to manage and interpret data in real-world operations, empowering decision-makers without requiring them to write a single line of code.
Amity AI Labs’ innovative Agentic AI solution didn’t just participate in the challenge—it dominated it
Image Credit: Amity Solutions
Beyond Benchmarks Amity Delivers Real Solutions
“We’re not here to win contests. We’re here to solve real problems,” said Mr. Wachirawit Modekruea, Director of AI Labs at Amity Group. “Typical AI systems fail to operate effectively when faced with multi-step problems involving several layers of logic. Our agentic framework mirrors the work of a human analyst by breaking tasks into logical steps and explaining each one clearly.”
This focus on transparency and replicable logic is at the heart of Amity’s new system, which is built around a robust three-agent architecture:
-The Planner: Strategically dissects complex queries into logical work plans
-The Executor: Iteratively runs the analysis while adapting to evolving steps
-The Feedbacker: Serves as a quality control mechanism, evaluating accuracy and effectiveness
This design allows EkoAI to not only generate reliable insights but also offers features critical for compliance and enterprise integration such as debugging capabilities, data inspection, and role-based access control through Row-Level Security (RLS).
Humanlike Interaction with AI That Talks Back
The EkoAI platform is a user-friendly, conversational interface that allows managers and staff to interact with AI just as they would with a colleague. The platform offers:
-Natural Language Querying (NLQ) in English and Thai
-Instant dashboards to visualize results via tables and graphs
-Voice Interactions, allowing users to speak directly to AI agents
-Feedback tools, enabling continuous performance improvement
-Full integration with collaboration platforms like Microsoft Teams and Eko Chat
-Mobile optimization for on-the-go decisions and accessibility
Beyond the Data Analyst Agent, EkoAI offers several other agents tailored to enterprise needs, including a Research Analyst Agent, a Document Analyst Agent, a Secretary Agent, and a Creative Agent—each equipped with specialized skill sets and customizable workflows.
Practical Use in Thailand’s Retail Industry
While many AI solutions remain confined to research environments, Amity Group’s EkoAI platform has already been adopted at scale. One of Thailand’s largest retail companies has deployed the Data Analyst Agent across 3,000 retail branches. The system processes over 1,000 messages daily, delivering answers within just 5 to 60 seconds.
One of the most impactful features is the AI-generated To-Do List (TDL), which creates a customized report for each store at 8:00 a.m. daily. The report includes anomalies, flagged risks, and the day’s top priorities, all tailored to each branch. The tool functions in both English and Thai, ensuring seamless adoption and localization for diverse teams.
Store managers, once burdened with sifting through reports manually or waiting days for analysts’ input, can now receive clear, real-time answers. This evolution not only boosts operational efficiency but also gives local staff the autonomy to make high-level decisions grounded in reliable AI-generated insights.
Setting a New Benchmark for Enterprise AI
The DABStep benchmark is more than a test—it’s a simulation of the real-life demands faced by enterprise analysts. It challenges AI systems to interpret financial data, detect fraud, advise on compliance, and justify each recommendation through logical reasoning. Amity AI Labs has not only set the bar higher in terms of accuracy and speed but also distinguished itself by opening the black box of AI through fully auditable models.
“Most AI systems operate behind closed doors,” said Mr. Touchapol Kraisingkorn, Group Chief Technology Officer and Head of AI Labs at Amity Group. “We wanted ours to be open. Transparent. Trustworthy. And ready for real-world deployment.”
The lab’s dedication to making its models accessible for inspection, debugging, and compliance makes it a pioneer in AI ethics and reliability—two qualities increasingly demanded by enterprise clients around the world.
The Future Is Already Here
As enterprise environments grow more complex and data-intensive, the need for intelligent, explainable AI grows stronger. Amity AI Labs is meeting that demand with a multi-agent architecture that doesn’t just solve problems, but also mirrors the structured thinking of human analysts—an achievement that few global players have realized at scale.
What truly sets Amity apart is its ability to bridge the gap between cutting-edge AI theory and day-to-day operational needs. From real-time store management to fraud analysis and compliance advisory, the platform has already proven itself in real-world, high-stakes environments.
Organizations that once waited days for answers are now making decisions in minutes. Amity’s Agentic AI isn’t just future-ready—it’s already changing how business is done in the present. Its scalability, multi-language support, and explainable decision-making make it a benchmark not only for AI development but for practical enterprise transformation in the digital age.
And with systems already running across thousands of branches and analyzing thousands of datapoints per day, Amity AI Labs has emerged not just as a thought leader in AI, but as a transformative force in how organizations think, act, and succeed.
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