Adding another feather to its cap, Appinventiv has been named a Leader in AI-First Product Engineering at the ET Industry Changemakers’26 Awards for embedding artificial intelligence into enterprise-grade product ecosystems.
The acknowledgment reflects a broader shift in enterprise priorities. Artificial intelligence is not restricted to experiments anymore. It is now at the heart of product strategy, where decisions are both operational and financial.
Having worked with organizations like ALMP, MyExec, MUDRA, Vyrb, and Flynas in recent years, Appinventiv participated in several AI-driven digital projects. This involved attentive data system integration, predictive modelling and data protection through application layers. Such interactions touch consumer platforms, enterprise applications, financial systems, and aviation systems, all of which require reliability, governance and quantifiable operational value.
Saurabh Singh, Director & CEO of Appinventiv, said:
“This recognition as a Leader in AI-First Product Engineering affirms the standards we have set for ourselves, not the destination we have reached. Our focus remains clear: build AI into the core of product engineering in ways that deliver measurable business outcomes. The real measure of our work is the value our clients realize across markets, and that discipline will continue to guide us.”
Why AI-First Product Engineering Has Become a Structural Decision
Many organizations introduced artificial intelligence in business processes through limited use cases such as automated responses or analytics dashboards. Some initiatives delivered quick returns, while others encountered friction as integration demands increased. The underlying issue often lies in design assumptions, as AI is layered onto products rather than woven into them.
An AI-first engineering model treats intelligence as part of the foundation, which means data flows are carefully mapped, storage systems are reviewed in detail, and application interfaces are thoroughly examined before any model is trained. This sequence may seem deliberate, even cautious, yet it prevents instability that often surfaces after deployment. In practice, enterprises discover that clarity at the architectural stage reduces the need for costly corrections and redesign efforts later in the product lifecycle.
How Appinventiv Builds AI-First Systems Engineering Before Announcement
Projects typically begin with a technical audit. Existing applications are studied in detail, data quality is assessed, and governance policies are reviewed. Only after these elements are understood does the team introduce machine learning components. This sequence keeps expectations aligned with technical realities.
Gradual Modernization of Legacy Platforms
Full replacement is rarely necessary. In many engagements, existing systems remain intact while intelligent modules are introduced in stages. AI-based predictive functions are added to workflow engines, and recommendation layers sit within customer-facing platforms. Reporting structures become adaptive rather than static. The transformation unfolds over time, allowing teams to adjust without operational disruption.
Governance and Accountability in Practice
Artificial intelligence leverages sensitive data and critical business processes. That is why model documentation, audit trail and privacy controls are included in the development cycle. Such protective measures are not ornamental. They address practical needs in areas of healthcare and financial services where compliance requirements are clear.
Recognition at ET Industry Changemakers’26
The ET Industry Changemakers 26 Awards acknowledge companies that have made an impact on business practices. The recognition of Appinventiv in the AI-First Product Engineering category indicates that it is still striving to match the standards of artificial intelligence with enterprise-grade software.
The award also indicates a larger trend in the industry. Artificial intelligence is no longer a fringe of experiments anymore; it is being integrated into the product strategy. Those conversions require considered engineering, meticulous adoption, and the ability to remodel assumptions once systems are exposed to the complexity of the real world.
About Appinventiv
Since its formation in 2015, Appinventiv has grown to be a global AI product engineering company with over 1,600 employees in the fields of strategy, data, design, and full-stack development. The company has also provided more than 3,000 technology solutions in the healthcare, financial services, retail, aviation, and manufacturing sectors, along with leading several public sector initiatives. It has developed over many years of client relationships and a gradual transition into more complicated and enterprise-level settings where engineering is important.
This focus on creating AI systems to operate in real-world conditions is reflected in recognition at the ET Industry Changemakers’26 Awards in the Leader in AI-First Product Engineering category. At Appinventiv, artificial intelligence is not presented as a transient experiment but as an engineering undertaking grounded in organization, accountability, and long-term delivery.
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