What Meta Intelligence does

Meta Intelligence (超智諮詢有限公司) is a PhD-led artificial intelligence research and development consulting firm founded in 2022 by Prof. Hungyi Chen and headquartered in Kaohsiung, Taiwan (within the Foxconn R&D Headquarters building in Kaohsiung Software Park). The company delivers bespoke AI solutions across nine frontier technology domains — generative AI/LLM, computer vision, predictive analytics, blockchain, IoT/Edge AI, NLP/knowledge engineering, quantum computing, spatial computing, and bioinformatics — to Taiwan listed enterprises, government agencies, and academic institutions. Its core methodology combines academic rigor (literature review, hypothesis validation, prototype iteration) with enterprise deployment through an 8-12 week Enterprise PoC Program structured around quantitative KPIs and average three-month delivery. Notable technical assets include a TinyML compression pipeline achieving sub-256KB ARM Cortex-M deployment with under 10ms inference latency and 99.2% detection accuracy, a multilingual financial regulatory knowledge graph spanning 12 languages, a quantum-classical hybrid computing capability (QAOA/VQE), and multimodal AI implementations across manufacturing inspection, healthcare imaging, and retail guidance.

The firm's revenue model is professional services only, with three streams: enterprise AI system development (project-based), digital transformation consulting (annual retainer or milestone-based), and education/training (cohort-based). Pricing is quote-based and not publicly disclosed; the firm actively facilitates Taiwan government subsidy programs (SBIR, CITD, SIIR) that can cover up to 50% of client project cost. Go-to-market combines enterprise field sales targeting Taiwan listed companies with event-driven international visibility through CES (USA, 2026) and VivaTech (France, 2025), co-sponsored by Taiwan Tech Arena. Named enterprise customers include Makalot Industrial, ASE Technology, Taiwan Fertilizer, Ennoconn/Linhonconn, CTBC, Tai Urban, and PCCW. The company has no public API, no disclosed SaaS platform, and minimal external funding (one disclosed round of approximately $33,551 in July 2022), operating as a bootstrapped, founder-controlled consulting practice with a small core research team and supporting engineers in Tokyo and New York. Intellectual capital is reinforced by two Palgrave Macmillan academic books co-authored with international scholars and multiple Taiwan government awards (2022-2024).

Name

Meta Intelligence

Legal name

超智諮詢有限公司 (Meta Intelligence Co., Ltd.)

Website

https://meta-intelligence.tech

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Meta Intelligence is a PhD-led Taiwan-based AI research and development consulting firm delivering bespoke frontier-technology solutions (LLM, CV, TinyML, quantum, multimodal) to listed enterprises and government clients via 8-12 week proof-of-concept engagements.

Ownership category

akta.pro rank

Product category

Enterprise AI Research & Development Consulting

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Scientific Research and Development Services (5417), Professional and Management Development Training (61143)

SIC

Services-Computer Programming Services (7371), Services-Management Consulting Services (8742), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Robotic Process Automation (RPA) Platforms (HDAEAHAB)

Keywords

• Enterprise AI consulting
• Frontier technology R&D
• Proof of concept services
• AI system development
• Digital transformation consulting

Headquarters

HQ city

Kaohsiung

HQ country

Taiwan

HQ region

Asia

Offices3 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Others

Revenue model

1. Enterprise AI System Development: Full-cycle development service from requirements analysis to product delivery. Phased collaboration begins with PoC validation before progressive deepening, ensuring ROI on investment. Revenue recognized on a project-by-project basis, with typical engagement lasting 3 months for PoC and longer for full deployment.
2. Digital Transformation Consulting: Long-term advisory services helping enterprises comprehensively advance digital transformation. Includes business process automation, AI tool adoption, and organizational change support. Recurring retainer or milestone-based billing model.
3. Education and Training: Customized AI and digital skills training programs covering generative AI applications, data analytics thinking, and cybersecurity awareness. Designed to build internal digital capabilities within client organizations. Typically one-time or cohort-based engagements.
4. Research and Publications: Academic publications, white papers, and industry analysis reports co-authored with international scholars (Cambridge, Sydney, Monash, Glasgow). Published through Palgrave Macmillan, positioning the firm as a thought leader to drive inbound enterprise inquiries.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels6 records

Core offering

Meta Intelligence is a PhD-led technology research and development consulting firm that develops bespoke AI and frontier technology solutions for enterprises and government clients. Its core offering is an 8-12 week Enterprise Proof-of-Concept (PoC) program where a professor-level research team scopes enterprise needs, designs AI algorithms, builds prototypes, and delivers production-grade systems with full technology transfer. Complementary services include digital transformation advisory, customized AI training, and co-developed platforms such as the StyTrix AI fashion design platform with Makalot Industrial.

Product overview

Meta Intelligence operates as a professor-level research and development consulting firm offering bespoke AI solutions through a PoC (Proof of Concept) collaboration framework. The core offering is the Enterprise PoC Program, an 8–12 week structured engagement where their PhD-led team develops custom AI solutions tailored to enterprise needs. The portfolio includes StyTrix (an AI-powered fashion design and manufacturing platform developed with Makalot Industrial, generating digital garment simulations to replace physical prototypes), AI Design Collaboration Platforms (generative AI tools for fashion design workflows), Edge AI Defect Detection Systems (deep learning models compressed for ARM-chip deployment achieving 99.2% accuracy at <10ms latency), and Financial Regulatory Knowledge Graph Engines (multilingual compliance automation across 12 languages). The company also publishes research reports including the APAC Digital Transformation Report 2026, TinyML Technical Report, Generative AI Strategy White Paper, and academic books on Metaverse and FinTech published by Palgrave Macmillan. Technical capabilities span nine domains: Generative AI/LLM, Computer Vision, Predictive Analytics, NLP/Knowledge Engineering, Blockchain, IoT/Edge Computing, Quantum Computing, Spatial Computing/AR, and Bioinformatics.

Differentiator

Problem solved

Functional benefit

Products and services

• Enterprise PoC Program An 8-12 week proof-of-concept collaboration framework in which Meta Intelligence's PhD-led team develops custom AI solutions for Taiwanese listed enterprises, covering needs scoping, data assessment, model development, field validation, and ROI evaluation with full technology transfer and training.
• StyTrix AI Fashion Design Platform AI-powered digital platform co-developed with Makalot Industrial that generates real-time digital simulations of garments to replace physical prototypes, reducing photography from days to minutes and cutting production costs by approximately 95%. Showcased at CES 2026 and VivaTech.
• Edge AI Defect Detection System Deep learning-based computer vision system compressed below 256KB and deployed on ARM microcontrollers for real-time manufacturing quality control, achieving under 10ms inference latency and 99.2% detection accuracy to replace manual visual inspection.
• Financial Regulatory Knowledge Graph Compliance Engine Multilingual financial regulatory knowledge graph combined with LLM that automates regulatory change tracking and impact assessment across 12 languages, reducing compliance analysis time from weeks to hours (87% time reduction).
• Fashion AI Design Collaboration Platform Generative AI-powered design collaboration tool built for fashion startups that reduces product photography turnaround from days to minutes and supports a six-month phased testing and customer acquisition strategy.
• Digital Transformation Advisory Service Long-term advisory service helping enterprises advance digital transformation through business process automation, AI tool integration, and organizational change support, delivered via recurring retainer or milestone-based engagements.
• AI and Digital Skills Education and Training Customized AI and digital skills training programs covering generative AI applications, data analytics thinking, and cybersecurity awareness, delivered as one-time or cohort-based engagements to build internal digital capabilities within client organizations.

Quantifiable outcome

• Average 3-month PoC delivery from concept verification to live deployment
• +6 more outcomes

Named customers7 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability14 records

Feature5 records

Partnerships

Five partnerships are on record, tiered minor and core.

• Taiwan Tech ArenaminorGTM or Marketing Partner · 1 January 2025Co-exhibited StyTrix at CES 2026 in collaboration with Taiwan Tech Arena, a government-backed tech arena that supports Taiwanese startups in international markets.
• Makalot Industrial (聚陽實業)coreStrategic or Co-development Partner · 1 January 2024Co-development of the StyTrix AI platform for fashion design and manufacturing — a real-time AI system generating digital garment simulations to replace physical prototypes. Meta Intelligence serves as the technology partner while Makalot provides fashion industry domain expertise. The platform was showcased at CES 2026 and VivaTech with support from the 經濟部台法創新研究計畫 subsidy.
• National Taiwan University of Science and Technology (NTUST, 國立臺灣科技大學)minorOthersAcademic partnership for talent development and joint research. Part of the company's broader academic engagement network spanning Taiwanese universities.
• ESCP Business School (France)minorOthersInternational academic partnership contributing to the company's European network and supporting the 台法創新研究計畫 collaboration.
• Shih Chien University (實踐大學)minorOthersAcademic partnership for talent development and joint research in Taiwan.

Scale indicators6 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• Faculty AI: UK-based AI research consultancy deploying PhD-led applied AI into enterprise and government clients. Highly comparable operating model: research-led methodology, custom AI delivery, and multi-sector enterprise engagement.
• iKala: Taiwan-based AI/data company serving enterprise customers with applied AI solutions and analytics. Closest peer in geography and customer segment (Taiwan enterprises), though iKala skews more toward martech/commerce AI rather than frontier R&D.
• SparkBeyond: Research-driven AI consultancy combining academic rigor with enterprise deployment across multiple verticals. Closest international analogue in being a 'research house' that converts frontier methods into enterprise value.
• DT42: Taiwan-based AI startup focused on applied deep learning and computer vision for retail and manufacturing. Comparable in scale, Taiwan base, and enterprise-deployment orientation, though narrower in domain breadth.
• Viscovery: Taiwan computer vision AI company delivering visual recognition solutions to enterprise clients in retail and media. Comparable Taiwan-based CV focus and enterprise PoC-driven sales motion.

Broad incumbents

• Accenture: Global consulting incumbent with a substantial AI/analytics practice serving large enterprise transformations. Represents the scaled alternative Meta Intelligence could be benchmarked against in enterprise AI services delivery.
• Appier: Taiwan-founded AI company that has scaled into a broad AI platform across marketing, analytics, and enterprise. Represents the scaled Taiwan AI peer; comparable origin geography but far broader scope and larger scale.
• Deloitte AI & Data Practice: Big Four consulting firm with a global AI/data transformation practice. Comparable as an enterprise advisory layer for digital and AI transformation engagements, but at vastly larger scale and breadth.

Others

• SparkLabs Taiwan: Taiwan-based startup accelerator and investor. Adjacent rather than directly competitive, but a relevant ecosystem participant given Meta Intelligence's early-stage positioning and government-backed startup trajectory.

Emerging players

• Umbo CV: Taiwan AI startup applying computer vision to security and industrial use cases. Comparable geographic base and frontier-tech orientation, but more productized than services-led.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/@meta-intelligence
• LinkedInlinkedin.com/company/81945431

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds1 record

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Meta Intelligence