MatchBest Group is positioning itself less as a single AI product company and more as a portfolio operator, building specialized platforms for industries where artificial intelligence can be embedded directly into existing workflows.
The company’s portfolio spans creative production, OTT and streaming, healthcare, influencer marketing and enterprise technology. Its strategy is based on a common technology foundation while allowing individual products to address different operational problems.
Xelta.ai is the group’s flagship creative AI platform. According to MatchBest, it brings more than 90 AI models into a single environment for producing videos, advertisements, social campaigns, voices, avatars, websites, presentations and other digital assets.
That positioning places Xelta.ai in an increasingly crowded generative AI market where the competitive question is shifting from access to individual models toward workflow orchestration. Instead of asking users to select and manage separate AI tools, multi-model platforms can provide a single interface for moving from ideation to production.
For advertising and media teams, that distinction is particularly relevant. Creative generation is becoming connected to campaign production, audience segmentation, content variation and performance optimization. A multi-model environment could allow marketers to produce multiple formats from the same campaign concept, although the commercial value ultimately depends on output quality, brand controls and integration with media workflows.
StreamPlay.ai takes a different approach, focusing on enterprise OTT, streaming and super-app infrastructure. Its white-label platform is designed to support content aggregation, subscriptions, monetization, analytics, recommendations and personalized viewing experiences for broadcasters, telecommunications providers and entertainment businesses.
The platform therefore sits closer to the media infrastructure layer than the consumer streaming-brand layer. For operators, that can reduce the need to build separate systems for content management, subscriber operations, recommendation engines and monetization.
HealNova.ai extends MatchBest’s strategy into healthcare, targeting patient engagement, digital care delivery, clinical workflows and healthcare experiences. The company says its platform is designed for providers, hospitals, insurers and patients.
That market presents a different set of requirements from creative AI or streaming. Healthcare deployments require stronger attention to data governance, privacy, clinical oversight and integration with existing systems. IDC reports that 75% of Asia/Pacific healthcare providers expect agentic AI to deliver greater productivity gains than GenAI without agents, suggesting that healthcare AI adoption is increasingly moving toward workflow automation rather than experimentation alone.
Vitaay.ai adds creator and influencer marketing to the portfolio. The platform connects brands, agencies and creators through AI-powered discovery and campaign-management capabilities, placing MatchBest closer to the marketing technology and creator economy ecosystem.
The broader enterprise services portfolio includes AI applications, intelligent automation, AI agents, cloud transformation, cybersecurity, data platforms and software engineering. MatchBest says it has more than 130 professionals across research, engineering, product, sales and operations, with operations and partnerships spanning the U.S., Saudi Arabia, the UAE, Singapore, Ireland, Africa and India.
The portfolio strategy arrives as enterprises become more selective about how they deploy AI. Gartner forecasts worldwide AI spending of $2.59 trillion in 2026, up 47% year over year, but says organizations are increasingly focused on measurable business outcomes rather than AI experimentation alone.
Gartner also forecasts spending on AI models and platforms to reach $64 billion in 2026, with specialized GenAI models expected to grow 210%. That trend supports MatchBest’s emphasis on industry-specific platforms, but it also raises the bar for vendors to demonstrate differentiation beyond simply packaging multiple models.
The company’s approach resembles a broader movement in enterprise technology: AI is becoming a layer embedded into specialized applications rather than a standalone destination. The winners are likely to be platforms that combine useful models with proprietary workflows, data, governance, integrations and measurable outcomes.
For MatchBest, the challenge will be proving that its shared technology foundation creates meaningful advantages for customers without making its individual products feel interchangeable. If it can maintain that balance, its portfolio could give the company a broader position across several of the fastest-changing areas of enterprise technology.
Market Landscape
The AI market is moving from model experimentation toward deployment, orchestration and industry-specific applications. Gartner expects global AI spending to reach $2.59 trillion in 2026, while specialized GenAI models are forecast to grow rapidly as enterprises look for technology tailored to specific functions and industries.
IDC’s 2026 AI MaturityScape reinforces the execution challenge: only 3.1% of organizations worldwide reached its optimized AI maturity stage, while 61.3% remained in the two least mature stages.
That gap creates an opening for vendors that can package AI into practical workflows. In advertising, that means creative production and campaign operations. In streaming, it means recommendations and monetization. In healthcare, it means patient and clinical workflows. In enterprise IT, it means automation, agents, cloud infrastructure and data management.
The common denominator is not the AI model itself but the ability to make AI useful inside an organization’s existing technology environment.
Strategic Outlook
MatchBest Group’s portfolio strategy reflects the next stage of enterprise AI competition: specialization built on shared infrastructure.
Large technology companies such as Google, Microsoft and Amazon have the scale to provide foundational models, cloud infrastructure and broad enterprise platforms. Smaller and specialized vendors can compete by focusing on specific workflows and industries where integration, usability and domain knowledge matter more than model ownership.
That creates opportunities for companies such as MatchBest to sit between foundation-model providers and end users. The value proposition becomes less about developing the world’s most capable model and more about selecting the right models, integrating them with business systems and delivering an outcome.
For AdTech, Xelta.ai and Vitaay.ai are particularly relevant because AI is increasingly connecting creative production, influencer marketing, audience targeting and campaign execution. StreamPlay.ai also intersects with media monetization, personalization and advertising infrastructure.
The strategic test will be whether MatchBest can convert a broad portfolio into genuine ecosystem advantages. Shared AI capabilities, engineering resources and infrastructure can accelerate product development, but each platform still needs a clear customer problem, defensible differentiation and measurable ROI.
As enterprises become more disciplined about AI spending, specialization may prove more valuable than breadth alone.
Top Insights
- MatchBest is building specialized AI platforms across creative, streaming, healthcare and creator marketing while sharing infrastructure and enterprise technology capabilities.
- Xelta.ai targets AI-powered creative production, giving advertising and media teams a multi-model environment for generating videos, campaigns, avatars and digital assets.
- StreamPlay.ai extends AI into OTT infrastructure, combining streaming, personalization, analytics and monetization capabilities for broadcasters and telecommunications providers.
- HealNova.ai reflects healthcare’s shift toward workflow-focused AI, where patient engagement, clinical operations, data governance and integration are becoming central.
- Gartner’s rapid growth forecast for specialized AI models supports MatchBest’s industry-specific strategy, but customers will demand measurable outcomes and operational value.
Get in touch with our Adtech experts
